# unique.ai > AI-optimized mirror of unique.ai containing 844 pages totalling 573,777 words of clean markdown content, structured data, and semantic HTML. Original source: https://unique.ai. Last updated: 2026-07-18T07:19:24.407Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [ Unique AI Academy | Become AI expert! ](/content/academy/index.html) (201 words) - [Unique AI Documentation](/content/docs/index.html): Public documentation for the Unique AI Platform (183 words) - [Enterprise AI Platform for Financial Services | Unique AI](/content/site-root.html): Unique AI is a secure enterprise AI platform built for financial institutions. Deploy AI agents, govern LLM usage, integrate with existing systems and scale AI with ease. (711 words) ## Articles & Blog Posts - [Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/03-proxy-md.html): Public documentation for the Unique AI Platform (28 words) - [ AI Essentials | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/7/title/ai-20essentials/index.html) (540 words) - [Page Not Found — Unique AI Documentation](/content/docs/1363262081/index.html): Public documentation for the Unique AI Platform (28 words) - [Corruption and Bribery Policy — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/corruption-and-bribery-policy/index.html): Unique is committed to conducting business ethically, with integrity, and in compliance with all applicable anti-corruption and anti-bribery laws and… (1,146 words) - [ 1 - Primers - AI Foundati .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/8/title/1-20-20primers-20-20ai-20foundations/index.html) (532 words) - [ 3 - Advanced AI | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/9/title/3-20-20advanced-20ai/index.html) (463 words) - [QTA-10002 - NGINX Rift CVEs: Impact on Unique AI — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/technical-advisories/qta-10002-nginx-rift-cves-impact-on-unique-ai/index.html): Advisory Status: MONITORING — As of 21 May 2026, Unique AI has assessed the NGINX Rift CVE cluster. No Unique AI deployment model is known to be… (693 words) - [Writing Effective MCP Tool Definitions — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/writing-effective-mcp-tool-definitions/index.html): Well-designed tools are the single highest-leverage factor in building reliable agents. (2,118 words) - [8. RAG Unlocked - from Da .. | Unique AI Academy](/content/academy/catalog/view/course/id/198/title/8-20rag-20unlocked-20-20from-20data-20to-20insight.html): Learn Retrieval-Augmented Generation (RAG) with Unique AI. Understand why RAG beats fine-tuning for dynamic, factual answers, and how ingestion and retrieval work end-to-end: text extraction, chunking, hybrid indexing, filtering, ranking. Get hand... (104 words) - [Discrimination and Harassment Prevention Policy — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/discrimination-and-harassment-prevention-policy/index.html): Unique is committed to providing a work environment free from discrimination, harassment, and retaliation, where all individuals are treated with dignity… (835 words) - [ Administrator | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/10/title/administrator/index.html) (162 words) - [Migration Guide: Experimental to Beta MCP Connectors — Unique AI Documentation](/content/docs/administrators/mcp/mcp-connectors/migration-guide-experimental-to-beta-mcp-connectors.html): KNOWN ISSUE: Space Configuration State There is a known issue with the migration process that affects space-level connector enablement. See the "Known… (733 words) - [Human Rights Policy — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/human-rights-policy/index.html): Unique is committed to respecting and promoting human rights in all aspects of our business operations and relationships. This Human Rights Policy… (613 words) - [Key Management — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant/key-management/index.html): Repeatedly clients and Unique are confronted with the same challenge: Can clients bring (and hold) their own keys to their Single Tenants? (591 words) - [FactSet MCP Server Connection Guide — Unique AI Documentation](/content/docs/administrators/mcp/mcp-connectors/factset-mcp-server-connection-guide/index.html): This document explains how to connect a client tenant on the Unique AI platform to the FactSet MCP server . It focuses on the operational process required… (639 words) - [Organisation User Access (OUA) Request — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/organisation-user-access-oua-request/index.html): This request is to allow a select list of Unique employees to access specific organizations on the customer's single tenant for a specified duration of… (302 words) - [QTA-10001 - Zitadel Security Advisory - IdP Intent Token Reuse — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/technical-advisories/qta-10001-zitadel-security-advisory-idp-intent-token-reuse.html): Zitadel published a security advisory that recommends updating Zitadel to a patched version: (55 words) - [Deviations from the Common Model — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/phases/deviations-from-the-common-model/index.html): Unique recommends the Common Model described in Customer-Managed Tenant . Only proceed reading on this page if you are interested in a deeper… (346 words) - [GPT-4o Performance: August vs. November Versions 2024 — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/gpt-4o-performance-august-vs-november-versions-2024.html): This benchmarking report evaluates two distinct versions of OpenAI's GPT-4o model: (631 words) - [Comparison of GPT-4o Performance: May vs. August Versions 2024 — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/comparison-of-gpt-4o-performance-may-vs-august-versions-2024.html): This benchmarking report evaluates two different GPT-4o versions: (541 words) - [Virtual Servers — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/background/virtual-servers/index.html): A virtual server is a curated MCP endpoint that AI clients connect to. It is composed by selecting tools from one or more origin MCP servers already… (926 words) - [Elasticsearch Benchmarking — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/elasticsearch-benchmarking/index.html): This benchmarking report compares the performance of two GPT-based response spaces, Version E and F, to evaluate consistency, accuracy, and overall answer… (482 words) - [Seed Parameter Benchmarking Report — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/seed-parameter-benchmarking-report/index.html): A seed parameter is an initial value used to initialize the random number generator in computational processes, ensuring reproducibility of results by… (387 words) - [Access Control — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/govern/access-control/index.html): MCP Hub access control is currently feature-flagged. Delegated MCP Server Admins and selected-space restrictions are available only when… (574 words) - [Context Window Impact — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/context-window-impact/index.html): This benchmarking report evaluates the impact of context window length on GPT-4o's response consistency. (251 words) - [Advanced Topics — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/govern/advanced-topics/index.html): Use stable slugs, keep virtual servers narrow rather than broad, require OAuth for customer-facing servers, and document the owner and intended audience… (304 words) - [Supported Targets — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/background/supported-targets/index.html): MCP Hub fronts any approved MCP-compatible origin server. What matters operationally is the set of tools the virtual server exposes, not the variety of… (223 words) - [Set Up MCP Hub — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/deploy-and-operate/set-up-mcp-hub/index.html): The MCP Hub is managed from the Connectors workspace in the Unique admin app. Administrators register origin MCP servers, package them into virtual… (267 words) - [Core Concepts — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/background/core-concepts/index.html): Client discovers metadata. The MCP client reads well-known OAuth and protected-resource metadata for the virtual server slug. (268 words) - [Define Acronyms — Unique AI Documentation](/content/docs/administrators/platform-configuration/acronyms/define-acronyms/index.html): Acronyms are often an integral part of company specific terminologies as discussed here: (380 words) - [Features — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/background/features/index.html): Documentation for Features (270 words) - [Govern — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/govern/index.html): This section covers how access, security, and policy are enforced across the MCP Hub. Use it to understand the permission model, credential handling, and… (78 words) - [Notification Banner UI — Unique AI Documentation](/content/docs/administrators/platform-configuration/admin-interfaces/notification-banner-ui/index.html): The Notification Banner provides a way for admins to broadcast important announcements (e.g., outages, maintenance, or updates) to all users at the top of… (294 words) - [Deploy and operate — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/deploy-and-operate/index.html): This section covers everything administrators need to get MCP Hub running — from registering origin servers and building virtual servers to… (66 words) - [Acronym Replacement Setup — Unique AI Documentation](/content/docs/administrators/platform-configuration/acronyms/acronym-replacement-setup/index.html): In a chat-based solution, users often use acronyms that are specific to their organization. These acronyms, while convenient, can be ambiguous and may… (301 words) - [Incorporate Company-Specific Terminology — Unique AI Documentation](/content/docs/administrators/platform-configuration/acronyms/incorporate-company-specific-terminology/index.html): The goal of this feature is to understand and incorporate company-specific terminology. In diverse documentation, certain terms may serve as synonyms… (263 words) - [Style Unique AI to your Corporate Identity — Unique AI Documentation](/content/docs/administrators/platform-configuration/admin-interfaces/style-unique-ai-to-your-corporate-identity/index.html): Unique AI offers broad choices to customize the entire Platform UI to your Corporate Identity, including styling and general settings. (691 words) - [UniqueAI Conduct — Unique AI Documentation](/content/docs/administrators/architecture-overview/uniqueai-conduct/index.html): UniqueAI Conduct is Unique's per-user, sandboxed code-execution platform that runs swappable AI coding agents (Claude Code, Cursor CLI, Codex, PI-Coder)… (3,487 words) - [Query Analytics via API — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/analytics-apis/query-analytics-via-api/index.html): All the requests work as jobs, they can be requested then they are in the background generated and can be retrieved after through a download link in CSV… (1,367 words) - [Additional ingestion configuration options — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/customization-of-ingestion-pipeline/additional-ingestion-configuration-options/index.html): There are other ingestion configuration options available. (1,739 words) - [ 2 - Primers - Python & .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/11/title/2-20-20primers-20-20python-20-20github-20coding/index.html) (364 words) - [Search Engines — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/search-engines/index.html): This page describes the runtime egress path of every supported search engine. Each engine has a sequence diagram showing what data leaves assistants-core… (1,006 words) - [Environment Variables Reference — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/environment-variables-reference/index.html): Complete reference of all environment variables that configure the Web Search tool at the platform level. All variables must be available in the… (574 words) - [Text Translation Service — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/text-translation-service/index.html): The translation service translates the input text from one language to another. (576 words) - [Teams MCP - Subscription Management — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-subscription-management/index.html): A Microsoft Graph webhook subscription must be active for meeting transcripts to be ingested automatically . The server manages the full lifecycle &mdash… (666 words) - [Crawler Setup and Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/crawler-setup-and-configuration/index.html): Crawlers fetch web page content and convert it to readable text. They are used when a search engine returns only URLs and snippets (i.e., the engine… (685 words) - [Document Translator Service — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/document-translator-service/index.html): The document translator translates documents from one language to another. Currently the following file formats are supported (678 words) - [Teams MCP - Local Development — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-operator-manual/teams-mcp-local-development/index.html): This guide walks through setting up the Teams MCP Server for local development and testing. (673 words) - [Extended Search with UniqueQL on Metadata — Unique AI Documentation](/content/docs/administrators/space-management/smart-rules/extended-search-with-uniqueql-on-metadata/index.html): UniqueQL is an advanced query language designed to enhance search capabilities within various search modes such as Vector, Full-Text Search (FTS), and… (1,192 words) - [Defining Smart Rules through Knowledge Scope Rules — Unique AI Documentation](/content/docs/administrators/space-management/smart-rules/defining-smart-rules-through-knowledge-scope-rules/index.html): Each Space represents a specific use case, and different use cases require different files. By specifying Knowledge Scope rules, users can ensure they… (823 words) - [2025.52 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-52/2025-52-public-api-sdk-changes/index.html): tech Red POST Create Space - API to create a new space (assistant). (978 words) - [2025.26 Public API/SDK changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-26/2025-26-public-api-sdk-changes/index.html): tech Red GET Folder Info - Get the information of a folder based on the folder path or id. This can also be used to check whether a folder exists or not. (447 words) - [Activation Reference — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/activation-reference/index.html): This page is the single place to look for the question "why is engine/reader X (not) showing up in the Spaces UI?" and "how do I turn the whole Web Search… (359 words) - [QTA-10000 - Zitadel System API Access — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/technical-advisories/qta-10000-zitadel-system-api-access/index.html): QTA-10000 outlines, how primarily self-hosting clients can maintain control/access over/to their IDP (specifically Zitadel) instance where human access… (531 words) - [ Course catalog | Unique AI Academy ](/content/academy/catalog/index.html) (198 words) - [Proxy Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/proxy-configuration/index.html): All outbound HTTP traffic from the Web Search tool -- both search engine API calls and crawler requests to target websites -- can be routed through a… (355 words) - [User and Group metadata provisioning via SCIM — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/user-and-group-provisioning/scim-system-for-cross-domain-identity-management/how-to-setup-scim-with-ms-entra/user-and-group-metadata-provisioning-via-scim/index.html): Unique AI supports sending user and group metadata along with SCIM. To use this, a custom attribute mapping is required for the respective object. (244 words) - [2025.42 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-42/2025-42-public-api-sdk-changes/index.html): tech Red [experimental] Enable OpenAI V1 endpoint - OpenAI V1 endpoints can now be enabled for experimental purposes. This allows developers to develop… (832 words) - [Acceptable Use Policy (AUP) — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/acceptable-use-policy-aup/index.html): This Acceptable Use Policy ("AUP") outlines the acceptable use of the products and services provided by UNIQUE ("Company") to its customers. The purpose… (443 words) - [Language Model Info — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/language-model-info/index.html): In any space or module, the language model is configured as described in this page. (648 words) - [Notification/Outage Banner API Guidelines — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/notification-outage-banner-api-guidelines/index.html): The Notification Banner feature allows system admins to send notification to users of the chat app. (532 words) - [Document Translator Agent — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/document-translator-agent/index.html): The document translator agent is responsible for the communication with the user via the chat interface and to initialize the usage of tools to ask the… (465 words) - [8- Financial Use Cases an .. | Unique AI Academy](/content/academy/catalog/view/course/id/237/title/8-20financial-20use-20cases-20and-20workflows/index.html): This course is designed for financial professionals who want to harness the power of agentic AI to eliminate operational friction, elevate analytical rigor, and deliver a higher standard of client service. We walk you through practical, field-test... (183 words) - [ 1 - Primers - AI Foundati .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/8/name/1-20-20primers-20-20ai-20foundations/index.html) (533 words) - [ AI Essentials | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/7/name/ai-20essentials/index.html) (540 words) - [3- Unique AI Toolkit | Unique AI Academy](/content/academy/catalog/view/course/id/252/title/3-20unique-20ai-20toolkit/index.html): This course teaches developers how to build AI-powered applications on the Unique AI Platform using the Unique AI Toolkit. Across four modules, you will set up your environment, work with standalone services including the OpenAI-compatible API and... (212 words) - [7. AI Governance & Re .. | Unique AI Academy](/content/academy/catalog/view/course/id/206/title/7-20ai-20governance-20-20responsible-20ai.html): This course equips professionals to govern AI responsibly. Explore Generative AI risks, ethical impacts, and real-world consequences, alongside key frameworks like the EU AI Act, GenAI Guardrails & OWASP. Learn to operationalize governance, st... (106 words) - [7- Unique AI Platform Ove .. | Unique AI Academy](/content/academy/catalog/view/course/id/236/title/7-20unique-20ai-20platform-20overview/index.html): This course provides a complete introduction to the Unique AI platform, purpose-built for financial services. You will explore every core feature — from the Chat and the Table to the Translator, Custom Spaces, and Knowledge Base — and understand h... (120 words) - [6. Financial Use Cases an .. | Unique AI Academy](/content/academy/catalog/view/course/id/195/title/6-20financial-20use-20cases-20and-20workflows.html): This course is designed for financial professionals who want to harness the power of agentic AI to eliminate operational friction, elevate analytical rigor, and deliver a higher standard of client service. We walk you through practical, field-test... (184 words) - [ 3 - Advanced AI | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/9/name/3-20-20advanced-20ai/index.html) (467 words) - [6- Unique AI Conduct & .. | Unique AI Academy](/content/academy/catalog/view/course/id/253/title/6-20unique-20ai-20conduct-20-20skills/index.html): This course introduces Unique AI Conduct, an experimental agentic feature for executing multi-step financial workflows, and skills, the mechanism for encoding desk procedures and team conventions. Together, they enable AI assistants to deliver co... (145 words) - [6- AI Governance & Re .. | Unique AI Academy](/content/academy/catalog/view/course/id/221/title/6-20ai-20governance-20-20responsible-20ai/index.html): This course equips professionals to govern AI responsibly. Explore Generative AI risks, ethical impacts, and real-world consequences, alongside key frameworks like the EU AI Act, GenAI Guardrails & OWASP. Learn to operationalize governance, st... (97 words) - [4. Prompting Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/215/title/4-20prompting-20fundamentals.html): Effective AI use in financial services starts with how you communicate. This course builds your prompting skills from the ground up — covering how language models work, the five building blocks of a strong prompt, iterative refinement, and the sea... (100 words) - [1- AI Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/231/title/1-20ai-20fundamentals/index.html): This course explores the AI revolution and its growing impact on financial services. You will understand how AI evolved—from expert systems to generative and agentic AI—and learn the fundamentals of Machine Learning, Deep Learning, NLP, Computer V... (110 words) - [2- Prompting Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/232/title/2-20prompting-20fundamentals/index.html): Effective AI use in financial services starts with how you communicate. This course builds your prompting skills from the ground up — covering how language models work, the five building blocks of a strong prompt, iterative refinement, and the sea... (101 words) - [2. AI Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/201/title/2-20ai-20fundamentals.html): This course explores the AI revolution and its growing impact on financial services. You will understand how AI evolved—from expert systems to generative and agentic AI—and learn the fundamentals of Machine Learning, Deep Learning, NLP, Computer V... (110 words) - [Docx Generator — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/docx-generator/index.html): The service is integrated into the following modules: (545 words) - [4- Unique AI MCP | Unique AI Academy](/content/academy/catalog/view/course/id/247/title/4-20unique-20ai-20mcp/index.html): This course introduces the Model Context Protocol (MCP) and shows you how to build production-ready MCP servers using FastMCP. You will learn how AI applications connect to external systems, how to configure tools and resources, and how to impleme... (109 words) - [1- LLM and Agent Fundamen .. | Unique AI Academy](/content/academy/catalog/view/course/id/249/title/1-20llm-20and-20agent-20fundamentals/index.html): This session provides a foundational vocabulary for interacting with large language models, covering just enough theory to ground hands-on work. We'll begin with the core parameters that steer model behavior, such as the context window, temperatur... (238 words) - [ 2 - Primers - Python & .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/11/name/2-20-20primers-20-20python-20-20github-20coding/index.html) (318 words) - [Rendering Images in Chat Messages — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/advanced-message-formatting/rendering-images-in-chat-messages/index.html): The Unique chat applications takes communication to the next level by allowing users to render images directly within chat messages using Markdown syntax… (517 words) - [3. AI Agents | Unique AI Academy](/content/academy/catalog/view/course/id/214/title/3-20ai-20agents.html): AI tools respond to questions. AI agents complete tasks. This course explains the difference, shows how agents reason and act across multiple steps, and demonstrates how Unique AI uses agentic technology to handle the repetitive, data-intensive wo... (84 words) - [2025.50 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-50/2025-50-infrastructure-changes/index.html): Automated Maintenance Job System to detect and handle timed-out ingestion processes. This is an extraCronJobs set on the backend-service-ingestion (486 words) - [RAG & Knowledge Base Operations — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/rag-knowledge-base-operations/index.html): Audience : Platform administrators with chat.admin.all . These are advanced maintenance operations on a tenant's RAG stores (vector database + search… (672 words) - [3- RAG Unlocked | Unique AI Academy](/content/academy/catalog/view/course/id/220/title/3-20rag-20unlocked/index.html): Learn Retrieval-Augmented Generation (RAG) with Unique AI. Understand why RAG beats fine-tuning for dynamic, factual answers, and how ingestion and retrieval work end-to-end: text extraction, chunking, hybrid indexing, filtering, ranking. Get hand... (95 words) - [2- Multi-Agent-Systems (S .. | Unique AI Academy](/content/academy/catalog/view/course/id/246/title/2-20multi-agent-systems-20-sub-agents/index.html): This course introduces multi-agent systems and explains how to design and build them on the Unique AI platform. You will learn how a supervisor agent coordinates specialized subagents, when this architecture adds value over a single agent, and how... (115 words) - [1. Unique AI Platform Ove .. | Unique AI Academy](/content/academy/catalog/view/course/id/227/title/1-20unique-20ai-20platform-20overview-20-end-20user.html): This course provides a complete introduction to the Unique AI platform, purpose-built for financial services. You will explore every core feature — from the Chat and the Table to the Translator, Custom Spaces, and Knowledge Base — and understand h... (140 words) - [End-to-end solutions for on-prem PDF ingestion — Unique AI Documentation](/content/docs/administrators/research/end-to-end-solutions-for-on-prem-pdf-ingestion/index.html): Making PDFs machine-processable remains a challenging task due to their variety in formats and optimization for printing by removing structure information… (1,149 words) - [4- Prompting Patterns | Unique AI Academy](/content/academy/catalog/view/course/id/233/title/4-20prompting-20patterns/index.html): This course moves beyond the basics of prompting and introduces six practical patterns that solve the most common output problems in professional AI use. Each pattern is short, focused, and immediately applicable. (63 words) - [Web Search Module — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/web-search-module/index.html): The Web Search module enables real-time access to internet information through a chat interface. By integrating live web searches directly into… (607 words) - [Persistence - Recover Vector Database — Unique AI Documentation](/content/docs/it-operators/operations/standard-operating-procedures/persistence-recover-vector-database/index.html): Describes procedures to recover lost or corrupt Vector Databases. In case of an issue with the vector database, Unique AI is able to recreate a specific… (415 words) - [Security & Governance — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/govern/security-governance/index.html): For sensitive tools the planned order is: elicitation where configured, outbound anonymization where activated, DLP evaluation, forward to the origin… (395 words) - [2025.26 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-26/2025-26-infrastructure-changes/index.html): This change is mandatory for clients that use the SDK / Public API . A new Unique Helm Chart for kong-plugins has been released, addressing a critical bug… (240 words) - [Automatic Document Validity Dating in RAG Systems — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/automatic-document-validity-dating-in-rag-systems/index.html): RAG systems suffer from a critical flaw: they retrieve outdated information with the same confidence as current data. When AI assistants answer questions… (242 words) - [Chunk Relevancy Sort — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/chunk-relevancy-sort/index.html): The service is integrated into the following spaces and modules: (482 words) - [Persistence - Company Source Integrity Cleanup — Unique AI Documentation](/content/docs/it-operators/operations/standard-operating-procedures/persistence-company-source-integrity-cleanup/index.html): Describes procedures to check the data integrity of the Company Source for content owned by the Company. In case of any inconsistencies this procedure… (297 words) - [Transfer User Prompts Between Assistants — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/transfer-user-prompts-between-assistants/index.html): Using our GraphQL API, you can move user prompts from one assistant to another assistant either totally or for a subset of user prompts owned by specific… (605 words) - [2025.20 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-20/2025-20-infrastructure-changes/index.html): Up until 2025.20 , the default and suggested configurations suggested that both the scope-management service as well as the JWT Middleware of the API… (62 words) - [Personal Knowledge Folders — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/personal-knowledge-folders/index.html): Personal Knowledge Folders introduce greater flexibility in managing access inheritance within the Knowledge Base. By default, new sub-folders inherit… (393 words) - [2025.36 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-36/2025-36-public-api-sdk-changes/index.html): tech Red PATCH Update a File - API to update a file. (612 words) - [2025.24 Feature Flag Scope Access — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-24/2025-24-feature-flag-scope-access/index.html): The following explains how enabling or disabling the feature flag affects the Knowledge Base actions available to users with different Zitadel roles and… (155 words) - [Ingestion Error Codes — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/ingestion-error-codes/index.html): Documentation for Ingestion Error Codes (220 words) - [Use MCP Hub — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/deploy-and-operate/use-mcp-hub/index.html): Add the MCP server URL. The user or IT-managed configuration points the MCP client to the published virtual server URL. (197 words) - [Background — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/background/index.html): This section explains what the MCP Hub is, why it exists, and how its core building blocks fit together. Start here if you are new to the platform or want… (109 words) - [Technical Advisories — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/technical-advisories/index.html): Technical advisories (UniQue Technical Advisories, QTA ) are notices that report major issues with Unique Self-Hosted or the Unique PaaS (Multi or… (98 words) - [2025.44 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-44/2025-44-public-api-sdk-changes/index.html): tech Red Fixed Model Usage Not Logged in Streaming LiteLLM Models : The system is now adapted to support the structure of the streaming LiteLLM response… (370 words) - [2025.32 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-32/2025-32-infrastructure-changes/index.html): When users commit a prompt in a Space where the Assistant contains more than one module, the system will need to choose which module to generate a… (139 words) - [Excel Generator — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/excel-generator/index.html): The service is integrated into the following modules: (328 words) - [Environment variables Documentation Feature Flag — Unique AI Documentation](/content/docs/administrators/platform-configuration/environment-variables-documentation-feature-flag/index.html): Documentation for Environment variables Documentation Feature Flag (773 words) - [2025.50 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-50/2025-50-public-api-sdk-changes/index.html): We've added interactive API documentation (Swagger) for the Public API . (184 words) - [Policies & Processes — Unique AI Documentation](/content/docs/security-and-compliance/compliance/policies-processes/index.html): Our procedures and policies regarding data compliance and security. (15 words) - [Follow-up Questions — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/follow-up-questions/index.html): The service is integrated into the following spaces and modules: (417 words) - [File Ingestion — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/file-ingestion/index.html): The ingestion service powers Unique's knowledge base by converting uploaded files into vector embeddings for use by the platform's LLMs. It supports… (1,544 words) - [Metadata Chunk Sections — Unique AI Documentation](/content/docs/administrators/space-management/tools/internal-search/metadata-chunk-sections/index.html): The Metadata Chunk Sections configuration defines how metadata associated with retrieved chunks is appended to the chunk text before being passed to the… (300 words) - [Public API Documentation — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/public-api-documentation/index.html): We provide interactive API documentation that allows you to explore all available endpoints of the Public API and try them out directly in your browser… (387 words) - [Browser Search Engine — Unique AI Documentation](/content/docs/users/power-user-features/browser-search-engine/index.html): Use the search URL: https:///chat/space/?prompt=%s to configure a custom search engine in your favourite browser to use Unique AI… (1,031 words) - [Reranker — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/reranker/index.html): The service is integrated into the following tools, modules and spaces: (87 words) - [2025.42 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-42/2025-42-infrastructure-changes/index.html): Documentation for 2025.42 Infrastructure Changes (141 words) - [2025.38 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-38/2025-38-infrastructure-changes/index.html): To be able to use Unique AI, update the INTERNAL_MODULES_CONFIG environment variable in the node-chat application (208 words) - [2025.40 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-40/2025-40-public-api-sdk-changes/index.html): tech Red Save Model Usage - Model usage via the public API/SDK can now be tracked. To start tracking the model usage the feature flag… (144 words) - [2025.22 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-22/2025-22-infrastructure-changes/index.html): Important: GPT-4 and GPT-4-32k will reach end of life on June 6, 2025. (389 words) - [Rendering code in user prompts on Chat UI — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/advanced-message-formatting/rendering-code-in-user-prompts-on-chat-ui/index.html): This documentation explains how to include code snippets in your own messages in Chat. The Chat UI renders user prompts as Markdown — wrap code in… (448 words) - [Implementation Roadmap — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/index.html): This roadmap is for Project Managers, IT Architects, IT Security Teams, Financial Operations, Compliance Officers, Technical Teams (Developers, DevOps, IT… (563 words) - [2025.36 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-36/2025-36-infrastructure-changes/index.html): Documentation for 2025.36 Infrastructure Changes (83 words) - [2025.44 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-44/2025-44-infrastructure-changes/index.html): Documentation for 2025.44 Infrastructure Changes (68 words) - [Rendering LaTeX formulas in Chat Messages — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/advanced-message-formatting/rendering-latex-formulas-in-chat-messages/index.html): This documentation provides guidelines on how to render LaTeX formulas in chat messages. The chat system supports Markdown, allowing users to include… (450 words) - [MCP Connectors — Unique AI Documentation](/content/docs/administrators/mcp/mcp-connectors/index.html): Feature Flag Required The MCP Connector Admin Panel is a feature-flagged capability and must be explicitly enabled for your organization. To activate this… (1,096 words) - [GPT-5 vs GPT-5.1 — Unique AI Documentation](/content/docs/administrators/research/gpt-5-vs-gpt-5-1/index.html): As part of our commitment to transparency and giving you the best tools for your needs, we've conducted extensive benchmarking to help you understand when… (593 words) - [Financial Chart — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/advanced-message-formatting/financial-chart/index.html): The financialchart block enables rich visualization of stock market data within chat messages using a JSON structure. This feature supports time-series… (216 words) - [2025.38 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-38/2025-38-public-api-sdk-changes/index.html): tech Red PATCH Update a Folder - API to update a folder. (258 words) - [How to get a Token for the GraphQL APIs — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/how-to-get-a-token-for-the-graphql-apis/index.html): Open the chat interface in the browser and open the developer tools (118 words) - [2025.28 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-28/2025-28-infrastructure-changes/index.html): Documentation for 2025.28 Infrastructure Changes (61 words) - [Phases — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/phases/index.html): When preparing, setting up and running a customer managed tenant, Unique identifies three main phases. Learn below about each phases details. (585 words) - [User & Groups APIs — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/user-groups-apis/index.html): This section of the documentation outlines how to use the API to interact with user and group management through the Graph API. It provides detailed… (52 words) - [How Unique AI Outperformed ChatGPT and Copilot — Unique AI Documentation](/content/docs/administrators/research/how-unique-ai-outperformed-chatgpt-and-copilot/index.html): When dealing with financial statements, regulatory filings, and high-stakes compliance tasks, speed is irrelevant if the answers are wrong. The data shows… (538 words) - [2025.52 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-52/2025-52-infrastructure-changes/index.html): Self-hosting clients shall apply an API Gateway update provided by Unique Solution Engineering to patch a Broken Access Control vulnerability. (304 words) - [Security Architecture - Single Tenant — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant/index.html): UNIQUE can deploy a customer environment as its own (single) separated tenant on UNIQUE's enterprise subscription. That way all data storage and data… (262 words) - [Knowledge Base APIs — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/index.html): This section provides documentation on the file ingestion API and the customization of the ingestion pipeline. It includes details on utilizing… (55 words) - [Analytics APIs — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/analytics-apis/index.html): This section provides documentation on querying analytics and user feedback using the GraphQL API. It explains how to initiate and manage jobs to query… (60 words) - [Sharing secret information with Unique — Unique AI Documentation](/content/docs/security-and-compliance/data-protection/sharing-secret-information-with-unique/index.html): These recommendations reflect current knowledge and best practices. Unique makes no warranties regarding their effectiveness and accepts no liability for… (349 words) - [Data Retention and Data Deletion at Unique — Unique AI Documentation](/content/docs/security-and-compliance/data-protection/data-retention-and-data-deletion-at-unique/index.html): The purpose of this document is to ensure that clients and users understand how Unique manages data retention and deletion. By outlining our standard… (763 words) - [Breaking Change: Release 2025.52 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-52/breaking-change-release-2025-52/index.html): With release 2025.52 our internal GraphQL API will have some breaking changes due to the upgrade of our DB ORM packages, which brought significant… (191 words) - [RAG Evaluations — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/index.html): This section collects all research and evaluation work related to Retrieval-Augmented Generation (RAG) at Unique. RAG is the core retrieval paradigm… (211 words) - [User Management Interface — Unique AI Documentation](/content/docs/administrators/platform-configuration/user-management-interface/index.html): The User Management feature within our application facilitates the efficient organization and management of user accounts. It empowers administrators to… (538 words) - [Agent Benchmarking: Evaluations — Unique AI Documentation](/content/docs/administrators/research/agent-benchmarking-evaluations/index.html): Benchmarking allows us to automatically and manually compare new agent outputs against human-verified ground truths. This process is conducted within a… (370 words) - [The MCP Hub — Unique AI Documentation](/content/docs/administrators/mcp/the-mcp-hub/index.html): Availability note. MCP Hub capabilities are rolled out per tenant. Confirm production availability and roadmap dates before relying on a feature. (338 words) - [Unique AI vs. MS Copilot vs. ChatGPT (Nov 2025) — Unique AI Documentation](/content/docs/administrators/research/unique-ai-vs-ms-copilot-vs-chatgpt-nov-2025/index.html): We evaluated three platforms — UAI, CoPilot, and ChatGPT , all using GPT-5 — on a set of complex financial and legal documents using an upload… (9,588 words) - [GPT-5 Benchmarking: Raising the Bar for Finance AI — Unique AI Documentation](/content/docs/administrators/research/gpt-5-benchmarking-raising-the-bar-for-finance-ai/index.html): At Unique AI, precision and trust aren't negotiable. That's why we ran extensive benchmarks on the new GPT-5 family, comparing GPT-5, GPT-5-mini… (218 words) - [Introduction to Prompting — Unique AI Documentation](/content/docs/users/general-ai-practices/introduction-to-prompting/index.html): Prompting is the process of providing input to an AI system, such as Unique AI, to receive a desired output. This input can be a question, instruction, or… (609 words) - [Analytics Interface — Unique AI Documentation](/content/docs/administrators/insights-measurement/analytics-interface/index.html): The Analytics Interface of the Unique platform provides a comprehensive suite of tools and reports that enable users to track and analyze various aspects… (302 words) - [Acronyms — Unique AI Documentation](/content/docs/administrators/platform-configuration/acronyms/index.html): The Acronyms section offers guidelines on using and defining company-specific acronyms to ensure clear and consistent communication throughout all… (21 words) - [Admin Interfaces — Unique AI Documentation](/content/docs/administrators/platform-configuration/admin-interfaces/index.html): This section covers the admin-facing UI elements of Unique AI that workspace administrators can configure for their users. It includes how to align the… (49 words) - [docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/outlook-semantic-mcp-configuration/index.html](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/outlook-semantic-mcp-configuration/index.html) (1,314 words) - [Phase 3: Run on AWS — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/aws/phase-3-run-on-aws/index.html): The "Run" phase is the final stage in the implementation of Unique AI, focusing on ongoing support, regular updates, and optimization. This phase ensures… (636 words) - [Phase 2: Setup and Implementation Guide for AWS — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/aws/phase-2-setup-and-implementation-guide-for-aws/index.html): This document provides a detailed roadmap for the setup and deployment of Unique's weekly bundle. It outlines the expected timeline, dependencies, and… (311 words) - [IP Address Allocation for ULZ Chat — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/ip-address-allocation-for-ulz-chat/index.html): This document outlines the IP address allocation strategy for the ULZ Chat project, detailing the allocation for AKS clusters, PostgreSQL servers, Tyk… (1,031 words) - [Unique Landing Zone — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/unique-landing-zone/index.html): This page describes the Unique Landing Zone — a customized Azure Landing Zone designed to meet the specific security, compliance, and operational… (1,128 words) - [Pre-Installation Checklist — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/pre-installation-checklist/index.html): The following checklist can be used as non-conclusive list for a client to prepare for the arrival of Unique on their tenant. (1,644 words) - [Outlook Semantic MCP - Disaster Recovery — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/outlook-semantic-mcp-disaster-recovery/index.html): This runbook covers recovery procedures for the three stateful components the Outlook Semantic MCP Server depends on: the local PostgreSQL database… (1,923 words) - [Teams MCP - Tools — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-tools/index.html): The Teams MCP Server exposes 12 tools in two categories: (1,974 words) - [SharePoint Connector - Configuration — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-operator-manual/sharepoint-connector-configuration/index.html): The SharePoint Connector uses a YAML-based tenant configuration file for all settings. The configuration file path is specified via the… (2,215 words) - [Question Extractor — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/question-extractor/index.html): This module is designed to extract all questions from a document, which can for example be a meeting transcription or a request for proposal. (548 words) - [Teams MCP - FAQ — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-faq/index.html): Answer: The Teams MCP Server is both a connector and an interactive MCP server . It does two things simultaneously: it automatically ingests meeting… (3,031 words) - [LightRAG — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/graph-based-rag-research/lightrag/index.html): reResearch Status: This evaluation is part of ongoing internal research and experimentation. The described LightRAG approach is not yet production-ready… (2,028 words) - [Phase 3: Run — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/phase-3-run/index.html): The "Run" phase is the final stage in the implementation of Unique's solution, focusing on ongoing support, regular updates, and optimization. This phase… (634 words) - [Outlook Semantic MCP - Tools — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-tools/index.html): The Outlook Semantic MCP Server exposes tools whose availability depends on the deployment mode ( MCP_BACKEND ) and debug settings. (698 words) - [Phase 2: Setup and Implementation Guide — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/phase-2-setup-and-implementation-guide/index.html): This guide covers the setup and deployment of Unique's weekly bundle into a Customer Managed Tenant. It defines the expected timeline, responsibilities… (488 words) - [From GraphRAG to Surfacing the Structure: Lessons Learned and a New Path Forward — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/graph-based-rag-research/from-graphrag-to-surfacing-the-structure-lessons-learned-and-a-new-path-forward.html): We developed a GraphRAG pipeline and benchmarked its performance. In this blog post, we share the key challenges we encountered and the different… (2,555 words) - [Chat with GPT — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/chat-with-gpt/index.html): This module allows you to create your own assistant that executes a particular task without retrieving any information from your knowledge base. Examples… (188 words) - [Outlook Semantic MCP - FAQ — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-faq/index.html): Do I need to do anything after connecting? (1,821 words) - [Authentication — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/authentication/index.html): How the app registration is provisioned depends on your deployment model. (1,542 words) - [AWS — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/aws/index.html): Reference architecture and deployment guidance for running Unique AI on AWS. The section follows a phased structure: a pre-installation checklist, Phase 1… (64 words) - [Outlook Semantic MCP - Subscription Management — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-subscription-management/index.html): A Microsoft Graph webhook subscription must be active for live catch-up to function. The server manages the full lifecycle — creation, renewal… (504 words) - [Azure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/index.html): Reference architecture and deployment guidance for running Unique AI on Azure using the Unique Landing Zone (ULZ). The section follows a phased structure… (69 words) - [GPT-5.6 Usage with the Responses API — Unique AI Documentation](/content/docs/administrators/models-llm-management/how-we-evaluate-models/llm-availability-overview/gpt-5-6-usage-with-the-responses-api/index.html): For GPT-5.6 models deployed via Azure OpenAI , Unique enables the Responses API by default. No additional configuration is required. (264 words) - [Outlook Semantic MCP – Features — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-features/index.html): This page describes user-facing features of the Outlook Semantic MCP Server: what is supported, what is not, and any setup required. For per-tool… (1,049 words) - [Gemini 3.0 Pro Preview — Unique AI Documentation](/content/docs/administrators/models-llm-management/how-we-evaluate-models/llm-availability-overview/gemini-3-0-pro-preview/index.html): We have observed that Gemini 3.0 Pro Preview provisioned by VertexAI can exhibit significantly long response times . This behavior is caused by load… (259 words) - [Confluence Connector (OnPrem & Cloud) V1 — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-onprem-cloud-v1/index.html): The new confluence connector image is now in the azure container registry available through invitation. This version fixes the breaking changes from… (1,764 words) - [Beyond Traditional RAG: How GraphRAG Enhances Information Retrieval — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/graph-based-rag-research/beyond-traditional-rag-how-graphrag-enhances-information-retrieval.html): The GraphRAG Manifesto ( https://neo4j.com/blog/genai/graphrag-manifesto/ ) (1,845 words) - [Teams MCP - Configuration — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-operator-manual/teams-mcp-configuration/index.html): All configuration is done via environment variables, either directly or through Helm values. (1,077 words) - [Logging Architecture Overview — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/audit-logs/logging-architecture-overview/index.html): Unique AI and its deployment models generate a variety of logs to support effective monitoring, security, and operational visibility. Understanding these… (1,590 words) - [Teams MCP - Flows — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-flows/index.html): Everything starts when a user connects to the MCP server. This triggers OAuth authentication. After authentication, the user can start the KB integration… (741 words) - [Outlook Semantic MCP - Flows — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-flows/index.html): This page documents the key flows in the Outlook Semantic MCP Server: how users connect, how emails are synced in real time and historically, how… (1,111 words) - [Outlook Semantic MCP - Deployment — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/outlook-semantic-mcp-deployment/index.html): Choose your mode before following any other step in this guide — prerequisites, configuration, and verification differ by mode. See Configuration… (729 words) - [Teams MCP - Architecture — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-architecture/index.html): The Teams MCP Server is a NestJS-based microservice that integrates Microsoft Teams with the Unique platform through the Model Context Protocol (MCP). It… (1,148 words) - [Teams MCP - Authentication — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-operator-manual/teams-mcp-authentication/index.html): The Teams MCP Server requires a Microsoft Entra ID (formerly Azure AD) app registration with delegated permissions to access Microsoft Graph API on behalf… (953 words) - [Outlook Semantic MCP - Security — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-security/index.html): This document describes the security architecture, cryptographic decisions, and threat model for the Outlook Semantic MCP Server. (1,378 words) - [Knowledge Base - Ingestion API — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/knowledge-base-ingestion-api/index.html): key required [string] A unique external identifier of this content. Since the ingestion is an upsert, ingesting with the same key and scopeId will update… (1,112 words) - [Security Risk Assessment — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/security-risk-assessment/index.html): A concern sometimes raised is whether the Web Search tool could enter an infinite loop - for example, by repeatedly calling itself, generating unbounded… (2,532 words) - [3rd party APIs for customisation of ingestion — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/customization-of-ingestion-pipeline/3rd-party-apis-for-customisation-of-ingestion/index.html): This feature enables customers of Unique AI to use a custom API for doing specific stages during the Unique AI ingestion. Means Unique will based on the… (993 words) - [Teams MCP - Security — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-security/index.html): This document describes the security architecture, cryptographic decisions, and threat model for the Teams MCP Server. (866 words) - [Outlook Semantic MCP — Operator Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/index.html): The Outlook Semantic MCP Server exposes MCP tools that allow AI assistants to search and retrieve email content. In microsoft_graph_and_unique_api mode… (718 words) - [Outlook Semantic MCP - Local Development — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-operator-manual/outlook-semantic-mcp-local-development/index.html): This guide walks through setting up the Outlook Semantic MCP Server for local development and testing. (648 words) - [Question Answerer — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/question-answerer/index.html): This module is designed to load an Excel file containing questions and answer them based on a provided set of documents connected to a scope. It provides… (1,503 words) - [SharePoint Connector - Authentication — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-operator-manual/sharepoint-connector-authentication/index.html): The SharePoint Connector authenticates with Microsoft services using an Entra ID (Azure AD) app registration with application permissions — it… (1,712 words) - [Outlook Semantic MCP - Architecture — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-architecture/index.html): The Outlook Semantic MCP Server is a NestJS-based microservice that connects Microsoft Outlook email with the Unique platform through the Model Context… (832 words) - [Retrieval Performance and Scalability Evaluation — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/retrieval-performance-and-scalability-evaluation/index.html): Accuracy: The system retrieves the correct document chunk within the top 200 results 97.6–98.7% of the time across all tested datasets (Hybrid… (923 words) - [Document Summarizer V2 — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/document-summarizer-v2/index.html): The "Document Summarizer" module is designed to provide comprehensive summaries of entire documents. This module allows users to specify a document for… (1,413 words) - [Teams MCP - Permissions — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/teams-mcp-permissions/index.html): All permissions are Delegated (not Application), meaning they act on behalf of the signed-in user and can only access data that user has access to. (726 words) - [Confluence Connector - FAQ — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-faq/index.html): Answer: The Confluence Connector is a pull-based synchronization service that periodically scans Confluence spaces for labeled pages and syncs their… (1,664 words) - [Confluence Connector - Configuration — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-operator-manual/confluence-connector-configuration/index.html): The Confluence Connector uses a YAML-based tenant configuration file for all settings. The configuration file path is specified via the… (1,699 words) - [Confluence Connector - Flows — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-technical-manual/confluence-connector-flows/index.html): The content sync flow runs periodically (default: every 15 minutes) to synchronize labeled Confluence pages and their attachments to Unique. (2,262 words) - [LightRAG Evaluation — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/graph-based-rag-research/lightrag/lightrag-evaluation/index.html): Our recent exploratory R&D focused on whether LightRAG , a graph-based retrieval system, could improve our existing agentic workflow, UniqueAI-Chat . We… (381 words) - [2025.48 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-48/2025-48-public-api-sdk-changes/index.html): We've reorganized our docs to bring the SDK and Toolkit together in one place. This lets us create a more unified, easy-to-navigate documentation… (1,676 words) - [Agentic PDF Document Extraction for Infra Admins (Deprecated) — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/agentic-ingestion-infrastructure/agentic-pdf-document-extraction-for-infra-admins-deprecated.html): The Agentic PDF Document Extraction service is Deprecated. We recommend using default Doc Intelligence while enabling Image Content Extraction service… (368 words) - [How To Setup SCIM with MS Entra — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/user-and-group-provisioning/scim-system-for-cross-domain-identity-management/how-to-setup-scim-with-ms-entra/index.html): This page will guide you through the setup for the connection from MS Entra to Unique AI. (551 words) - [Teams MCP - Deployment — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-operator-manual/teams-mcp-deployment/index.html): Before deploying the Teams MCP Server, ensure you have: (366 words) - [Advanced Prompting Guide Unique AI Chat — Unique AI Documentation](/content/docs/users/general-ai-practices/introduction-to-prompting/advanced-prompting-guide-unique-ai-chat/index.html): The Advanced Prompting Guide for Unique AI Chat is a comprehensive manual that outlines various techniques to enhance interactions with AI systems. It… (1,656 words) - [Rebuild Index (Vector / Elasticsearch) — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/rag-knowledge-base-operations/rebuild-index-vector-elasticsearch/index.html): This is part of RAG & Knowledge Base Operations — read the hub for the shared framework (permissions, monitoring, dry run, safety, resilience). This… (441 words) - [SharePoint Connector - Flows — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/sharepoint-connector-flows/index.html): The content sync flow runs periodically (default: every 15 minutes) to synchronize flagged documents from SharePoint to Unique. (890 words) - [Search Engine Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/search-engine-configuration/index.html): This page documents every setting that appears under Search Engine in the Spaces configuration UI. Each setting is shown by its UI label, with the… (1,011 words) - [Content Processing Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/content-processing-configuration/index.html): This page documents every setting under Content Processing in the Spaces configuration UI. Each setting is shown by its UI label, with the underlying… (809 words) - [Grounding By Bing — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/web-search-infrastructure/grounding-by-bing/index.html): Please follow this step by step guide to setup Grounding by Bing Agent. (614 words) - [How to Export Net Promoter Score (NPS) Data from Unique Chat — Unique AI Documentation](/content/docs/administrators/insights-measurement/analytics-interface/how-to-export-net-promoter-score-nps-data-from-unique-chat.html): Net Promoter Score (NPS) is a valuable metric that helps you understand customer satisfaction and loyalty. This guide will walk you through the steps to… (535 words) - [SharePoint Connector - Permissions — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/sharepoint-connector-permissions/index.html): The SharePoint Connector requires specific permissions to access Microsoft Graph API and SharePoint REST API. This document lists all required permissions… (830 words) - [Teams MCP - Operator Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-operator-manual/index.html): This guide provides IT operators with the technical information needed to deploy, configure, and maintain the Teams MCP Server. (352 words) - [Translator V2 — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/index.html): Translator v2 allows you to translate both documents and plain text into a target language. (755 words) - [Confluence Connector - Deployment — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-operator-manual/confluence-connector-deployment/index.html): The Confluence Connector is delivered as part of the Unique Connectors repository. Each release includes: (916 words) - [SharePoint Connector - Deployment — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-operator-manual/sharepoint-connector-deployment/index.html): The SharePoint Connector is delivered as part of the Unique Connectors repository. Each release includes: (723 words) - [Teams MCP - Technical Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/teams-mcp-technical-manual/index.html): This section contains detailed technical documentation for developers and architects working with the Teams MCP Server. (211 words) - [Web Page Reader Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/web-page-reader-configuration/index.html): This page documents every setting under Web Page Reader in the Spaces configuration UI. Each setting is shown by its UI label, with the underlying… (1,076 words) - [Outlook Semantic MCP - Technical Reference — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/index.html): This section contains detailed technical documentation for developers and architects working with the Outlook Semantic MCP Server. (169 words) - [Search Mode Configuration — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/search-mode-configuration/index.html): The Web Search tool supports two execution modes, controlled by the Search Mode setting ( web_search_active_mode ). (624 words) - [Re-sharding a Collection — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/rag-knowledge-base-operations/re-sharding-a-collection/index.html): This is part of RAG & Knowledge Base Operations — read the hub for the shared framework (permissions, monitoring, dry run, safety, resilience). This… (483 words) - [Orchestrator Sub Agent Config — Unique AI Documentation](/content/docs/administrators/space-management/tools/sub-agent/orchestrator-sub-agent-config/index.html): When Evaluation Config is active, the following nested settings are available: (297 words) - [Ingestion Events — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/customization-of-ingestion-pipeline/ingestion-events/index.html): Unique does publish some events at certain points of the ingestion progress. Customers having access to the SDK can subscribe to those events and react… (197 words) - [Custom API Search — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/web-search-infrastructure/custom-api-search/index.html): Custom API Search enables direct integration with proprietary or internally managed search APIs . It acts as a lightweight adapter over any HTTP-based… (613 words) - [User Feedback via API — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/analytics-apis/user-feedback-via-api/index.html): The contents of the Feedback are explained here: Feedback (70 words) - [Managing groups & group members via API — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/user-groups-apis/managing-groups-group-members-via-api/index.html): The new user management UI enables you to assign users to groups. But creating new groups is currently not available via UI. So this is a guide which… (733 words) - [Add AI Assistant and Modules — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/index.html): The AI Assistant refers to the virtual agent available exclusively available within the Custom Space to assist users with their queries/tasks and provide… (494 words) - [Smart Rules and Dynamic Parameters — Unique AI Documentation](/content/docs/administrators/space-management/smart-rules/smart-rules-and-dynamic-parameters/index.html): UniqueQL is a specialized query language used for building complex filters to query data within Unique. This documentation provides a guide on using… (849 words) - [Confluence Connector - Architecture — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-technical-manual/confluence-connector-architecture/index.html): Only one API client is active per tenant: the Cloud API client for Cloud instances or the Data Center API client for Data Center instances. (1,116 words) - [Customization of ingestion pipeline — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/customization-of-ingestion-pipeline/index.html): Unique AI gives customers the ability to customise the ingestion pipeline of documents. There are two basic workflows where customers can hook in their… (128 words) - [Skills Management in Unique AI Conduct — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-conduct-space/skills-management-in-unique-ai-conduct/index.html): Skills are reusable capability packages that extend the Conduct agent's behavior for specific workflows. Each skill is a folder in the Knowledge Base… (1,450 words) - [2024.44 - Infrastructure & Configuration Release Notes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-44/2024-44-infrastructure-configuration-release-notes/index.html): Mirror the images, switch all image tags to 2024.44 , mirror & upgrade as below 🤝 (569 words) - [Confluence Connector - Operator Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-operator-manual/index.html): This guide provides IT operators with the technical information needed to deploy, configure, and maintain the Confluence Connector. (515 words) - [5- AI Agents | Unique AI Academy](/content/academy/catalog/view/course/id/234/title/5-20ai-20agents/index.html): AI tools respond to questions. AI agents complete tasks. This course explains the difference, shows how agents reason and act across multiple steps, and demonstrates how Unique AI uses agentic technology to handle the repetitive, data-intensive wo... (85 words) - [Managing scopes & access via API — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/user-groups-apis/managing-scopes-access-via-api/index.html): Until the new spaces UI concept is available people need to create scopes via the API. This is a guide that leads you through the calls needed for it. (815 words) - [Enable HTML Rendering — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/detailed-configuration/enable-html-rendering/index.html): This feature is currently in BETA . It may change significantly before general availability. Documentation may lag behind feature updates. Use in… (1,693 words) - [ Administrator | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/10/name/administrator/index.html) (162 words) - [Prompt Flow Overview — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/web-search-infrastructure/prompt-flow-overview/index.html): Here is a detailed overview of the lifecycle of a prompt, using websearch: (445 words) - [Confluence Connector - Security — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-technical-manual/confluence-connector-security/index.html): This document describes security practices, update policies, and data handling properties of the Confluence Connector. (863 words) - [Confluence Connector - Authentication — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-operator-manual/confluence-connector-authentication/index.html): The Confluence Connector authenticates in two directions: (811 words) - [Configuring Crawlers — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/web-search-infrastructure/configuring-crawlers/index.html): Unique has added support for the following third party crawlers on demand: (207 words) - [Confluence Connector - Permissions — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-technical-manual/confluence-connector-permissions/index.html): The Confluence Connector requires specific permissions to access the Confluence REST API and the Unique platform API. This document lists all required… (510 words) - [AI Module Templates — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/ai-module-templates/index.html): AI Module Templates are designed to define and configure modules that can be subsequently selected within the Space Management feature . By creating AI… (656 words) - [Platform — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/platform/index.html): This document explains how the Web Search tool fits into the platform architecture, how it communicates with external services, and how queries flow… (612 words) - [SharePoint Connector - Operator Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-operator-manual/index.html): This guide provides IT operators with the technical information needed to deploy, configure, and maintain the SharePoint Connector. (561 words) - [SharePoint Connector - Metadata — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/sharepoint-connector-metadata/index.html): The connector retrieves documents and their metadata via the Microsoft Graph API. For each document, it calls the Graph drive items endpoint with an… (409 words) - [2025.34 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-34/2025-34-public-api-sdk-changes/index.html): tech Red DELETE Delete a Chat - API to delete a chat. (592 words) - [7. AI Governance & Re .. | Unique AI Academy](/content/academy/catalog/view/course/id/206/title/7-20ai-20governance-20-20responsible-20ai/ref/home/index.html): This course equips professionals to govern AI responsibly. Explore Generative AI risks, ethical impacts, and real-world consequences, alongside key frameworks like the EU AI Act, GenAI Guardrails & OWASP. Learn to operationalize governance, st... (112 words) - [8- Financial Use Cases an .. | Unique AI Academy](/content/academy/catalog/view/course/id/237/title/8-20financial-20use-20cases-20and-20workflows/ref/home/index.html): This course is designed for financial professionals who want to harness the power of agentic AI to eliminate operational friction, elevate analytical rigor, and deliver a higher standard of client service. We walk you through practical, field-test... (176 words) - [Quality and Evaluation — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/quality-and-evaluation/index.html): After content processing, additional quality steps ensure the most relevant content reaches the orchestrator LLM and that the final answer is checked for… (263 words) - [6. Financial Use Cases an .. | Unique AI Academy](/content/academy/catalog/view/course/id/195/title/6-20financial-20use-20cases-20and-20workflows/ref/home/index.html): This course is designed for financial professionals who want to harness the power of agentic AI to eliminate operational friction, elevate analytical rigor, and deliver a higher standard of client service. We walk you through practical, field-test... (176 words) - [3- Unique AI Toolkit | Unique AI Academy](/content/academy/catalog/view/course/id/252/title/3-20unique-20ai-20toolkit/ref/home/index.html): This course teaches developers how to build AI-powered applications on the Unique AI Platform using the Unique AI Toolkit. Across four modules, you will set up your environment, work with standalone services including the OpenAI-compatible API and... (218 words) - [4. Prompting Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/215/title/4-20prompting-20fundamentals/ref/home/index.html): Effective AI use in financial services starts with how you communicate. This course builds your prompting skills from the ground up — covering how language models work, the five building blocks of a strong prompt, iterative refinement, and the sea... (99 words) - [7- Unique AI Platform Ove .. | Unique AI Academy](/content/academy/catalog/view/course/id/236/title/7-20unique-20ai-20platform-20overview/ref/home/index.html): This course provides a complete introduction to the Unique AI platform, purpose-built for financial services. You will explore every core feature — from the Chat and the Table to the Translator, Custom Spaces, and Knowledge Base — and understand h... (113 words) - [6- Unique AI Conduct & .. | Unique AI Academy](/content/academy/catalog/view/course/id/253/title/6-20unique-20ai-20conduct-20-20skills/ref/home/index.html): This course introduces Unique AI Conduct, an experimental agentic feature for executing multi-step financial workflows, and skills, the mechanism for encoding desk procedures and team conventions. Together, they enable AI assistants to deliver co... (145 words) - [SharePoint Connector - Security — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/sharepoint-connector-security/index.html): This document describes security practices, update policies, and the Software Bill of Materials (SBOM) for the SharePoint Connector. (372 words) - [SharePoint Connector - Technical Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/index.html): The SharePoint Connector is a Node.js-based service that integrates Microsoft SharePoint Online with the Unique platform. It periodically scans configured… (254 words) - [4- Unique AI MCP | Unique AI Academy](/content/academy/catalog/view/course/id/247/title/4-20unique-20ai-20mcp/ref/home/index.html): This course introduces the Model Context Protocol (MCP) and shows you how to build production-ready MCP servers using FastMCP. You will learn how AI applications connect to external systems, how to configure tools and resources, and how to impleme... (110 words) - [6- AI Governance & Re .. | Unique AI Academy](/content/academy/catalog/view/course/id/221/title/6-20ai-20governance-20-20responsible-20ai/ref/home/index.html): This course equips professionals to govern AI responsibly. Explore Generative AI risks, ethical impacts, and real-world consequences, alongside key frameworks like the EU AI Act, GenAI Guardrails & OWASP. Learn to operationalize governance, st... (91 words) - [Technical — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/index.html): This section documents every space-level configuration setting for the Web Search tool. Each page covers one configuration class, organized in the order… (42 words) - [2- Prompting Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/232/title/2-20prompting-20fundamentals/ref/home/index.html): Effective AI use in financial services starts with how you communicate. This course builds your prompting skills from the ground up — covering how language models work, the five building blocks of a strong prompt, iterative refinement, and the sea... (108 words) - [Confluence Connector - Technical Manual — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/confluence-connector-technical-manual/index.html): The Confluence Connector is a Node.js-based service that synchronizes page content and file attachments from Confluence to the Unique platform. It… (266 words) - [2. AI Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/201/title/2-20ai-20fundamentals/ref/home/index.html): This course explores the AI revolution and its growing impact on financial services. You will understand how AI evolved—from expert systems to generative and agentic AI—and learn the fundamentals of Machine Learning, Deep Learning, NLP, Computer V... (109 words) - [Redirect to locally stored files — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/redirect-to-locally-stored-files/index.html): Unique AI offers the possibility for files coming from Sharepoint (SP) for users to download it from the Unique storage solution instead of the… (304 words) - [3. AI Agents | Unique AI Academy](/content/academy/catalog/view/course/id/214/title/3-20ai-20agents/ref/home/index.html): AI tools respond to questions. AI agents complete tasks. This course explains the difference, shows how agents reason and act across multiple steps, and demonstrates how Unique AI uses agentic technology to handle the repetitive, data-intensive wo... (84 words) - [4- Prompting Patterns | Unique AI Academy](/content/academy/catalog/view/course/id/233/title/4-20prompting-20patterns/ref/home/index.html): This course moves beyond the basics of prompting and introduces six practical patterns that solve the most common output problems in professional AI use. Each pattern is short, focused, and immediately applicable. (65 words) - [3- RAG Unlocked | Unique AI Academy](/content/academy/catalog/view/course/id/220/title/3-20rag-20unlocked/ref/home/index.html): Learn Retrieval-Augmented Generation (RAG) with Unique AI. Understand why RAG beats fine-tuning for dynamic, factual answers, and how ingestion and retrieval work end-to-end: text extraction, chunking, hybrid indexing, filtering, ranking. Get hand... (95 words) - [ 1 - Primers - AI Foundati .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/8/title/1-20-20primers-20-20ai-20foundations/ref/home/index.html) (532 words) - [Assessment: Phoeniqs / Kvant Active Models for Conduct — Unique AI Documentation](/content/docs/users/spaces/unique-ai-conduct/assessment-phoeniqs-kvant-active-models-for-conduct.html): This page assesses the models currently live on the Phoeniqs Model Service (Kvant Cloud) for use with Conduct . All models are served through an… (696 words) - [Zitadel Role/Permission validation on Post Authentication — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/zitadel-roles-on-groups/zitadel-role-permission-validation-on-post-authentication.html): Unique AI offers an API endpoint to validate a users group assignments and permissions. This endpoint is primarily designed to be called within the Post… (429 words) - [ AI Essentials | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/7/title/ai-20essentials/ref/home/index.html) (540 words) - [1. Unique AI Platform Ove .. | Unique AI Academy](/content/academy/catalog/view/course/id/227/title/1-20unique-20ai-20platform-20overview-20-end-20user/ref/home/index.html): This course provides a complete introduction to the Unique AI platform, purpose-built for financial services. You will explore every core feature — from the Chat and the Table to the Translator, Custom Spaces, and Knowledge Base — and understand h... (134 words) - [2- Multi-Agent-Systems (S .. | Unique AI Academy](/content/academy/catalog/view/course/id/246/title/2-20multi-agent-systems-20-sub-agents/ref/home/index.html): This course introduces multi-agent systems and explains how to design and build them on the Unique AI platform. You will learn how a supervisor agent coordinates specialized subagents, when this architecture adds value over a single agent, and how... (114 words) - [Zitadel Role Management on Unique — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/zitadel-roles-on-groups/zitadel-role-management-on-unique/index.html): Unique AI supports different modes for role management. This can be configured globally on a customer instance. (458 words) - [Glossary service — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/glossary-service/index.html): The tasks of the translation glossary service are to: (330 words) - [1- LLM and Agent Fundamen .. | Unique AI Academy](/content/academy/catalog/view/course/id/249/title/1-20llm-20and-20agent-20fundamentals/ref/home/index.html): This session provides a foundational vocabulary for interacting with large language models, covering just enough theory to ground hands-on work. We'll begin with the core parameters that steer model behavior, such as the context window, temperatur... (225 words) - [1- AI Fundamentals | Unique AI Academy](/content/academy/catalog/view/course/id/231/title/1-20ai-20fundamentals/ref/home/index.html): This course explores the AI revolution and its growing impact on financial services. You will understand how AI evolved—from expert systems to generative and agentic AI—and learn the fundamentals of Machine Learning, Deep Learning, NLP, Computer V... (110 words) - [Skills in Unique AI Conduct — Unique AI Documentation](/content/docs/users/spaces/unique-ai-conduct/skills-in-unique-ai-conduct/index.html): Skills are pre-packaged capability bundles that extend what your Unique AI Conduct agent can do. They contain instructions, scripts, templates, and… (682 words) - [ 3 - Advanced AI | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/9/title/3-20-20advanced-20ai/ref/home/index.html) (463 words) - [2025.46 Ingestion Improvements — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-46/2025-46-ingestion-improvements/index.html): We have successfully completed more than 10 major improvements to the ingestion system in the past two sprints (44 & 46), significantly enhancing… (659 words) - [FINMA Outsourcing Circular 2023/01 — Unique AI Documentation](/content/docs/security-and-compliance/compliance/certifications/finma-outsourcing-circular-2023-01/index.html): The circular sets expectations for governance, ICT and cybersecurity, business continuity, incident management and testing, as well as the protection and… (427 words) - [2025.48 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-48/2025-48-infrastructure-changes/index.html): The Workload Identity of backend-service-chat must be granted a role that involves data action Microsoft.CognitiveServices/* . It is recommended to grant… (616 words) - [2025.34 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-34/2025-34-infrastructure-changes/index.html): Access to Azures GPT-5 model must be requested via a form . Ensure to request access for all necessary subscriptions. (264 words) - [Image Upload — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/image-upload/index.html): This module makes us of the capabilities of some LLM to answers questions out of an Uploaded Image. This module uses the entirety of the conversation… (204 words) - [ 2 - Primers - Python & .. | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/11/title/2-20-20primers-20-20python-20-20github-20coding/ref/home/index.html) (353 words) - [Group claims on ID token — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/user-and-group-provisioning/group-claims-on-id-token/index.html): When clients connect their Identity Provider (IdP) with Unique, users can log in via Single Sign-On (SSO). In this process, the IdP of the client issues… (334 words) - [How to grant Folder (Scope) Access — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/folder-scope-access-permissions/how-to-grant-folder-scope-access/index.html): Unique provides highly granular access control, allowing you to manage who can view and access specific knowledge folders and files, ensuring the utmost… (594 words) - [ Cart | Unique AI Academy ](/content/academy/catalog/cart/1/index.html) (19 words) - [2025.46 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-46/2025-46-infrastructure-changes/index.html): All of these dependencies upgrades are optional. (164 words) - [Text Post Processing — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/translator-v2/text-post-processing/index.html): Text processors are used to modify text in some way e.g. turning a sharp s into an ss when translating to german for swiss german readers. (121 words) - [SCIM (System for Cross-domain Identity Management) — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/user-and-group-provisioning/scim-system-for-cross-domain-identity-management/index.html): System for Cross-domain Identity Management (SCIM) is an open standard designed to make it easier to manage user identities in cloud-based applications… (186 words) - [2025.24 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-24/2025-24-infrastructure-changes/index.html): Documentation for 2025.24 Infrastructure Changes (123 words) - [2025.18 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-18/2025-18-infrastructure-changes/index.html): Documentation for 2025.18 Infrastructure Changes (128 words) - [2025.30 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-30/2025-30-infrastructure-changes/index.html): This release upgrades Zitadel to v2.71.13 , to fix a security vulnerability. Link below to read more: (326 words) - [ Forgot password | Home | Unique AI Academy ](/content/academy/start/op/password_change/index.html) (20 words) - [2025.46 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-46/2025-46-public-api-sdk-changes/index.html): tech Red OpenAI Proxy Upload/Download - We've added support for file uploads and downloads through the OpenAI Proxy . This enables use cases like code… (212 words) - [User Metadata in System Prompt — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/detailed-configuration/user-metadata-in-system-prompt/index.html): By default, no user metadata are included into the prompt due to data security reasons. (240 words) - [2025.40 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-40/2025-40-infrastructure-changes/index.html): Documentation for 2025.40 Infrastructure Changes (73 words) - [Security Architecture - On-premises — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/on-premise-tenant/security-architecture-on-premises/index.html): UNIQUE can provide the software to run in your own environment, even without any access by UNIQUE. That way all data storage and data processing is fully… (121 words) - [Phase 1: Prerequisites for AWS — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/aws/phase-1-prerequisites-for-aws/index.html): This guide focuses on both initial setups and subsequent advanced configurations within AWS environments to prepare for the deployment of Unique AI. It… (3,343 words) - [docs/it-operators/identity-and-access-management-iam/connect-ms-entra-id-with-scim/index.html](/content/docs/it-operators/identity-and-access-management-iam/connect-ms-entra-id-with-scim/index.html) (817 words) - [Network Interactions and Private Connections for ULZ — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/network-interactions-and-private-connections-for-ulz.html): This document provides an overview of the Unique AI connectivity architecture, including: (637 words) - [Document Search V2 — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/add-ai-assistant-and-modules/document-search-v2/index.html): This module is designed to answer user questions using documents stored in the Knowledge Center. It starts by converting the user's query into a search… (1,855 words) - [Phase 1: Prerequisites for Azure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/implementation-roadmap/azure/phase-1-prerequisites-for-azure/index.html): This guide covers the Azure prerequisites that customer IT teams must complete before Unique begins deploying the application into a Customer Managed… (1,678 words) - [Agentic Image Content Extraction — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/agentic-ingestion/agentic-image-content-extraction/index.html): Documents processed through Microsoft Document Intelligence (MDI) often contain embedded figures — charts, diagrams, infographics, and other visual… (2,623 words) - [File Access Permissions — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/file-access-permissions/index.html): File Access Control is a new permission system that stores access control information directly on individual files/chunks rather than relying on… (1,974 words) - [2026.20 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-20/2026-20-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (947 words) - [Power Automate SharePoint Connector — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/power-automate-sharepoint-connector/index.html): The current Power Automate–based SharePoint connector is being replaced by our new cloud-native SharePoint Connector . (1,881 words) - [Outlook Semantic MCP - Permissions — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/outlook-semantic-mcp-technical-reference/outlook-semantic-mcp-permissions/index.html): All permissions are Delegated (not Application), meaning they act on behalf of the signed-in user and can only access data that user has access to. (745 words) - [Terms and Conditions Administration — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/terms-and-conditions-administration/index.html): The Terms and Conditions (T&Cs) are presented to end users as follows: (611 words) - [Frequently Asked Questions (FAQ) — Unique AI Documentation](/content/docs/enterprise-support/frequently-asked-questions-faq/index.html): Documentation for Frequently Asked Questions (FAQ) (8,555 words) - [IAM (Zitadel) Initial Setup on New Cluster — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/iam-zitadel-initial-setup-on-new-cluster/index.html): This is a guide on how to configure and manage Unique's Identity Access Management (IAM) solution Zitadel for use with the Unique platform. Refer to the… (1,740 words) - [Dynamic Filter Rules in Internal Search — Unique AI Documentation](/content/docs/administrators/space-management/tools/internal-search/dynamic-filter-rules-in-internal-search/index.html): This feature is currently BETA and requires enabling the feature flag FEATURE_FLAG_ENABLE_DYNAMIC_SCOPE_RULE_UN_17614. (1,052 words) - [LLM Availability Overview — Unique AI Documentation](/content/docs/administrators/models-llm-management/how-we-evaluate-models/llm-availability-overview/index.html): Unique can connect to almost any Large Language Model (LLM ), whether it is an open-source model or a proprietary one. Depending on the LLM and the… (686 words) - [Availability & Health Check Endpoints — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/availability-health-check-endpoints/index.html): Unique AI provides a set of standardized service-availability and health-check endpoints designed to give clients real-time insights into the operational… (1,198 words) - [LiteLLM – Vertex AI Setup — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/litellm-ai-gateway/litellm-vertex-ai-setup/index.html): This page describes how to connect a self-hosted LiteLLM deployment to Google Cloud Vertex AI. It is intended for DevOps and platform teams that already… (1,070 words) - [2026.14 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-14/2026-14-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (312 words) - [Encryption at rest — Unique AI Documentation](/content/docs/security-and-compliance/it-security/encryption-at-rest/index.html): All customer data stored within the Unique Platform is encrypted at rest using industry-standard AES-256 encryption. Unique uses Customer-Managed Keys… (551 words) - [2026.10 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-10/2026-10-infrastructure-changes/index.html): Set SCOPE_MANAGEMENT_BACKEND_API_URL in web-app-theme . (765 words) - [Telemetry Data Collection — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/telemetry-data-collection/index.html): In order to further improve our product and for billing purposes, we have introduced telemetry data collection (in line with our contractual… (669 words) - [ Unique AI Academy | Become AI expert! ](/content/academy/start/index.html) (202 words) - [Context Memory — Unique AI Documentation](/content/docs/administrators/space-management/tools/context-memory/index.html): This feature is currently EXPERIMENTAL . It may change significantly before general availability. Documentation may lag behind feature updates. Use in… (1,504 words) - [24/7 SOC Monitoring — Unique AI Documentation](/content/docs/security-and-compliance/it-security/24-7-soc-monitoring/index.html): We've implemented round-the-clock Security Operations Center (SOC) monitoring in partnership with InfoGuard , a leading Swiss cybersecurity company, to… (584 words) - [Graph-based RAG Research — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/graph-based-rag-research/index.html): This section serves as the central hub for all research, benchmarks, and exploratory work regarding Graph-Based Retrieval-Augmented Generation (GraphRAG)… (398 words) - [Elasticsearch Infrastructure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/elasticsearch-infrastructure/index.html): Elasticsearch (ES) complements the dense retrieval (vector search with Qdrant) in the Unique platform by incorporating the state-of-the-art sparse… (1,799 words) - [Business Continuity Plan — Unique AI Documentation](/content/docs/security-and-compliance/it-security/business-continuity-plan/index.html): At UNIQUE, we are committed to ensuring the continuity of our services and the safety of our customers' data, even in the face of unexpected disruptions… (558 words) - [Data redaction — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/data-redaction/index.html): The Data Redaction feature is designed to automatically remove sensitive information from the node-chat application at regular intervals to comply with… (439 words) - [Device Management — Unique AI Documentation](/content/docs/security-and-compliance/it-security/device-management/index.html): At Unique, we support a hybrid and remote work setup, managing various devices that access our organizational resources, including emails, meetings, and… (668 words) - [Outlook Semantic MCP — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/outlook-semantic-mcp/index.html): IT Operators: Start with the Operator Guide for deployment, configuration, and operations (1,956 words) - [Code Execution — Unique AI Documentation](/content/docs/administrators/space-management/tools/code-execution/index.html): Code Execution is compatible with only Azure OpenAI models . It is strongly recommended that Code Execution is used with Azure OpenAI GPT-5 or later. (1,520 words) - [Risk-based approach at Unique — Unique AI Documentation](/content/docs/security-and-compliance/it-security/risk-based-approach-at-unique/index.html): Gen AI solutions introduce enhanced risks and we must proactively deal with them and protect our clients (sensitive) data. This article will outline which… (473 words) - [SharePoint Connector - FAQ — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-faq/index.html): Answer: The SharePoint Connector is a pull-based synchronization service that periodically scans SharePoint sites and syncs flagged documents to the… (1,655 words) - [Voice Infrastructure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/voice-infrastructure/index.html): End user documentation can be found in Using Voice . (1,505 words) - [Bug Bounty Program — Unique AI Documentation](/content/docs/security-and-compliance/it-security/bug-bounty-program/index.html): Unique is running a managed bug bounty program involving external researchers to find vulnerabilities in our services. We are continuously updating the… (265 words) - [2026.14 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-14/2026-14-infrastructure-changes/index.html): As part of this release, a file access migration in backend-service-ingestion will be executed for all customers, regardless of whether the File Access… (269 words) - [Global Access Control: Blocking High-Risk Regions — Unique AI Documentation](/content/docs/security-and-compliance/it-security/global-access-control-blocking-high-risk-regions/index.html): This document outlines the measures we take to secure and block access to critical and sensitive company resources from certain regions and countries… (367 words) - [2026.10 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-10/2026-10-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (314 words) - [LiteLLM - AI Gateway — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/litellm-ai-gateway/index.html): LiteLLM is the AI Gateway used by Unique to connect the Unique platform to approved AI model providers. It can make additional models available, for… (2,834 words) - [Custom End User Spaces in Custom spaces — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/custom-end-user-spaces-in-custom-spaces/index.html): The Custom End User Spaces feature allows users to create personalized versions of an existing Unique AI Space by adding their own specific instructions… (310 words) - [2025.16 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-16/2025-16-infrastructure-changes/index.html): This release upgrades Zitadel from v2.63.9, to fix security vulnerabilities. Link below to read more… (436 words) - [2026.20 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-20/2026-20-infrastructure-changes/index.html): Documentation for 2026.20 Infrastructure Changes (193 words) - [Agentic Image Content Extraction for Infra Admins — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/agentic-ingestion-infrastructure/agentic-image-content-extraction-for-infra-admins/index.html): The service is part of the Agentic Ingestion bundle. See Agentic Ingestion Infrastructure for general deployment information. (749 words) - [Agentic Image Content Extraction Configuration — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/knowledge-base-apis/customization-of-ingestion-pipeline/agentic-image-content-extraction-configuration/index.html): Agentic Image Content Extraction enriches PDF ingestion by extracting text from images, charts, diagrams, and figures found inside PDF pages. (1,361 words) - [ Administrator | Unique AI Academy ](/content/academy/catalog/view/curriculum/id/10/title/administrator/ref/home/index.html) (162 words) - [OWASP Top 10 for LLM Applications 2025 — Unique AI Documentation](/content/docs/security-and-compliance/it-security/owasp-top-10-for-llm-applications-2025/index.html): The OWASP Top 10 is a widely recognized document outlining the most critical security risks facing web applications. Specifically focusing on LLM (Large… (1,898 words) - [Data Leakage Prevention (DLP) — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/data-leakage-prevention-dlp/index.html): 🔒 Data leakage prevention is crucial in today's digital age! It's all about safeguarding sensitive information from unauthorized access or accidental… (1,142 words) - [5- AI Agents | Unique AI Academy](/content/academy/catalog/view/course/id/234/title/5-20ai-20agents/ref/home/index.html): AI tools respond to questions. AI agents complete tasks. This course explains the difference, shows how agents reason and act across multiple steps, and demonstrates how Unique AI uses agentic technology to handle the repetitive, data-intensive wo... (92 words) - [Deep Research — Unique AI Documentation](/content/docs/administrators/space-management/tools/deep-research/index.html): This feature is EXPERIMENTAL and under active development. It may change significantly, be discontinued, or have breaking changes without notice… (1,176 words) - [Feedback — Unique AI Documentation](/content/docs/administrators/insights-measurement/feedback/index.html): The Feedback Interface enables administrators to access and analyze evaluations provided by chat users regarding answers to their prompts. This data can… (960 words) - [RAG Assessment and Improvement — Unique AI Documentation](/content/docs/administrators/research/rag-evaluations/rag-assessment-and-improvement/index.html): This report provides a comprehensive evaluation of information retrieval (IR) systems, with a particular focus on the performance of semantic search and… (2,147 words) - [Experimental Features — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/technical/experimental-features/index.html): This page documents every setting under Experimental Features in the Spaces configuration UI. These features are still being iterated on; behaviour… (707 words) - [Unique AI Policy — Unique AI Documentation](/content/docs/security-and-compliance/ai-governance-framework/unique-ai-policy/index.html): At Unique, we believe that artificial intelligence (AI) can be a force for positive change in the world, and we are committed to realizing this potential… (2,079 words) - [Teams-MCP — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/teams-mcp/index.html): No SLA/SSLA : No service level agreements or support level agreements apply (2,492 words) - [2026.16 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-16/2026-16-infrastructure-changes/index.html): As part of this release, CONFIGURATION_BACKEND_URL is now a required environment variable for all backend services. This connects each service to the… (680 words) - [Sub Agent — Unique AI Documentation](/content/docs/administrators/space-management/tools/sub-agent/index.html): The Sub-Agent functionality tool can be activated within the following spaces: (1,646 words) - [Audit Logs — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/audit-logs/index.html): These chapters are only freely configurable for clients that self-host Unique (either Customer Managed or On Premise Tenants). (1,224 words) - [Benchmarking — Unique AI Documentation](/content/docs/administrators/models-llm-management/benchmarking/index.html): The benchmarking service of Unique is designed to evaluate and ensure the quality of responses from language models and virtual assistants. It allows… (2,397 words) - [SWOT Agent (config) — Unique AI Documentation](/content/docs/administrators/space-management/tools/swot-agent-config/index.html): This tool is available on request only. Please reach out to your Unique contact for more information. The SWOT agent is part of the following space: (1,145 words) - [Whisper Transcription Service — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/voice-infrastructure/whisper-transcription-service/index.html): Starting with release 2026.06, the speech service supports OpenAI Whisper as an alternative transcription backend alongside Microsoft Azure… (922 words) - [SharePoint Connector - Architecture — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/sharepoint-connector-technical-manual/sharepoint-connector-architecture/index.html): The system reads content and permissions from Microsoft Graph and SharePoint REST API, processes it, and pushes it into Unique AI (756 words) - [Connect custom LXM (LLM) with Unique AI — Unique AI Documentation](/content/docs/it-operators/custom-models-and-embeddings/connect-custom-lxm-llm-with-unique-ai/index.html): Unique provides the ability to connect a custom LXM (Large X model where X is language, video or audio, etc.) from within Unique AI to be able to use… (1,732 words) - [Re-embedding a Knowledge Base — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/rag-knowledge-base-operations/re-embedding-a-knowledge-base/index.html): Audience: Unique Solution Engineering (running on customer-managed tenants) and platform administrators with chat.admin.all . This is an advanced… (1,295 words) - [Analytics — Unique AI Documentation](/content/docs/administrators/insights-measurement/analytics-interface/analytics/index.html): Analytics reports (e.g., user engagement) are available via API or also via Unique UI. The article explains which reports are available out of the box and… (1,413 words) - [Internal Search — Unique AI Documentation](/content/docs/administrators/space-management/tools/internal-search/index.html): This tool retrieves information from data stored in the knowledge center. It performs a semantic search (using VectorDB) and/or a full-text search (using… (1,031 words) - [LiteLLM – Infrastructure Setup — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/litellm-ai-gateway/litellm-infrastructure-setup/index.html): This page describes the technical setup for running LiteLLM as an AI Gateway for the Unique platform. It is intended for DevOps, platform, and… (892 words) - [Unique Custom Space — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-custom-space/index.html): Unique Custom Spaces enable admin users to customize spaces for company-specific use cases by incorporating custom modules and advanced settings. They can… (2,240 words) - [How To Setup Single Sign-On (SSO) — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/how-to-setup-single-sign-on-sso/index.html): This page provides documentation on integrating an Identity Provider (IdP) with Unique's authentication system, enabling a seamless and secure SSO… (1,421 words) - [MCP Tools — Unique AI Documentation](/content/docs/administrators/space-management/tools/mcp-tools/index.html): Feature Flag Required MCP Tools for Spaces is a feature-flagged capability and must be explicitly enabled for your organization. To activate this feature… (722 words) - [Agentic Metadata-Extraction — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/agentic-ingestion/agentic-metadata-extraction/index.html): Traditional document metadata relies on file properties (author, creation date) or manual tagging, which often fails to capture the semantic richness of… (992 words) - [2026.18 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-18/2026-18-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (645 words) - [Detailed Configuration — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/detailed-configuration/index.html): UniqueAI should be configured through the designated interface. (1,739 words) - [2026.08 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-08/2026-08-infrastructure-changes/index.html): When using the backend-service chart version >= 10.1.0 the Kong service annotations ( konghq.com/read-timeout , write-timeout , connect-timeout ) have… (541 words) - [Hallucination Evaluation — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/hallucination-evaluation/index.html): The service is integrated into the following spaces and modules: (1,090 words) - [2026.08 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-08/2026-08-public-api-sdk-changes/index.html): Public API Documentation: Check out the documentation to learn more about how Public API Swagger works and where to access it… (502 words) - [Web Search Infrastructure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/web-search-infrastructure/index.html): This documentation currently covers Web Search using the Google Custom Search API . Support for additional search providers may be added in the future. (846 words) - [Agentic Metadata Extraction for Infra Admins — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-administration/agentic-ingestion-infrastructure/agentic-metadata-extraction-for-infra-admins/index.html): The Agentic Metadata Extraction Service automatically extracts structured metadata from document content using Large Language Models (LLMs). Unlike… (504 words) - [Folder (Scope) Access Permissions — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/folder-scope-access-permissions/index.html): This document provides an overview of how Unique handles access permissions and scoping, allowing you to manage user access to content effectively within… (698 words) - [Compliance Layer 3.0 — Unique AI Documentation](/content/docs/security-and-compliance/compliance/compliance-layer-3-0/index.html): Unique builds enterprise-grade AI solutions for financial services institutions worldwide. Security, compliance, and data protection are foundational to… (1,187 words) - [How We Evaluate Models — Unique AI Documentation](/content/docs/administrators/models-llm-management/how-we-evaluate-models/index.html): At UniqueAI, we take model quality seriously—especially because our customers rely on our platform for accurate, trustworthy and compliant financial… (614 words) - [2026.28 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-28/2026-28-public-api-sdk-changes/index.html): Public API Documentation: Check out the documentation to learn more about how Public API Swagger works and where to access it… (479 words) - [How To Configure A Service User — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/how-to-configure-a-service-user/index.html): This is a guide on how to create and manage service users (machine users) in Unique's IAM solution, Zitadel. (766 words) - [Web Search — Unique AI Documentation](/content/docs/administrators/space-management/tools/web-search/index.html): The tool can be activated within the following spaces: (795 words) - [Define Language Model Info via Environment Variable — Unique AI Documentation](/content/docs/administrators/models-llm-management/define-language-model-info-via-environment-variable.html): This documentation explains how to define custom language model metadata via an environment variable ( LANGUAGE_MODEL_INFOS ) instead of configuring full… (308 words) - [AI Verify Foundation — Unique AI Documentation](/content/docs/security-and-compliance/ai-governance-framework/ai-verify-foundation/index.html): We teamed up with QuantPi in the AI Verify pilot to test our RAG-based Investment Research Assistant. We focused on the big risks: making sure answers are… (798 words) - [Prompting Guide: Unique AI — Unique AI Documentation](/content/docs/users/general-ai-practices/introduction-to-prompting/prompting-guide-unique-ai/index.html): Prompting techniques are crucial when using LLM's because they directly influence how effectively the AI understands and responds to user requests. (960 words) - [Unique AI Space — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/index.html): Unique AI Space — a step-by-step guide for administrators to create, configure, and share AI-powered chat spaces on the Unique AI platform. (1,385 words) - [EU AI Act: Unique's view — Unique AI Documentation](/content/docs/security-and-compliance/ai-governance-framework/eu-ai-act-unique-s-view/index.html): This document describes how Unique deals with the EU AI Act. (917 words) - [MCP Governance Framework V1.0 — Unique AI Documentation](/content/docs/security-and-compliance/ai-governance-framework/mcp-governance-framework-v1-0/index.html): MCP (Model Context Protocol) is a new standard for connecting various data sources, enabling secure, orchestrated context sharing across agentic systems… (884 words) - [2026.12 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-12/2026-12-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (130 words) - [2026.12 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-12/2026-12-infrastructure-changes/index.html): Documentation for 2026.12 Infrastructure Changes (51 words) - [2026.06 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-06/2026-06-infrastructure-changes/index.html): Documentation for 2026.06 Infrastructure Changes (129 words) - [2026.16 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-16/2026-16-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (130 words) - [File Access — Unique AI Documentation](/content/docs/users/knowledge-base-for-end-users/file-access/index.html): File Access Control is a new permission system that stores access control information directly on individual files rather than relying on folder-based… (319 words) - [Single Tenant Vending Form — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/single-tenant-vending-form/index.html): To start setting up a single tenant, the following questions around compliance, tenant properties and capacity planning have to be answered. (756 words) - [Responsible AI in Practice — Unique AI Documentation](/content/docs/users/general-ai-practices/responsible-ai-in-practice/index.html): Responsible AI is the practice of designing, developing, and deploying artificial intelligence with the intention to empower users and society. It… (637 words) - [2026.04 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-04/2026-04-infrastructure-changes/index.html): As from release 2026.04, a config parameter ( --config ../prisma.config.ts ) must be added when running the Prisma database migrations. Other migration… (519 words) - [How to build my first module With SDK and Webhooks — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/how-to-build-my-first-module-with-sdk-and-webhooks/index.html): In this article, we will describe how to build your first module for Unique AI so you can run your own code against the chat. As an example, we are going… (1,164 words) - [ISO Certifications — Unique AI Documentation](/content/docs/security-and-compliance/compliance/certifications/iso-certifications/index.html): Unique holds ISO 27001 for information security management, ISO 9001 for quality management systems, and ISO 42001 for AI governance. These certifications… (132 words) - [2026.18 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-18/2026-18-infrastructure-changes/index.html): With release 2026.18 there is a new service introduced named assistants-agentic-table . It's a Python AI service (dedicated Helm chart / ArgoCD app) and… (476 words) - [2026.22 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-22/2026-22-public-api-sdk-changes/index.html): Heads Up – New API Version Coming Soon (88 words) - [2026.28 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-28/2026-28-infrastructure-changes/index.html): A new data migration hook has been added to the backend-service-configuration . The migration command in the migration hook in the default values of the… (190 words) - [2026.04 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-04/2026-04-public-api-sdk-changes/index.html): Public API Documentation: Check out the documentation to learn more about how it works and where to access it… (305 words) - [Release 2024.44 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-44/index.html): Clients hosting their own Unique now find detailed upgrade guides in 2024.44 - Infrastructure & Configuration Release Notes (683 words) - [2026.06 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-06/2026-06-public-api-sdk-changes/index.html): Public API Documentation: Check out the documentation to learn more about how Public API Swagger works and where to access it… (104 words) - [Agentic Ingestion — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/agentic-ingestion/index.html): Agentic Ingestion brings AI-powered enrichment capabilities into the Knowledge Base ingestion pipeline. These capabilities help administrators improve how… (251 words) - [Release 2024.34 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-34/index.html): With the next release 2024.36 Unique will stop producing the insecure *-report-only images enforcing clients to set appropriate CSP headers as environment… (640 words) - [Working with Content Admin Endpoints — Unique AI Documentation](/content/docs/it-operators/custom-models-and-embeddings/working-with-content-admin-endpoints/index.html): You may clog your system when over-using these endpoints. (582 words) - [Access Role Concept — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/access-role-concept/index.html): This guide aims to give an overview to the access roles for Unique. The access role concept has four layers: Zitadel Roles, Unique Roles, Space Access and… (536 words) - [SharePoint Connector — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/sharepoint-connector/index.html): The SharePoint Connector is a cloud-native application that automatically synchronizes documents from SharePoint Online to the Unique knowledge base. This… (919 words) - [FINMA Outsourcing Circular 2018/3 — Unique AI Documentation](/content/docs/security-and-compliance/compliance/certifications/finma-outsourcing-circular-2018-3/index.html): For our Swiss clients, we ensure full compliance with all applicable Swiss regulatory and legal requirements. In particular, we adhere to FINMA Circular… (453 words) - [Release 2024.30 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-30/index.html): Redesigned the Knowledge Base User Experience and Interface. Please read the documentation . (664 words) - [Release 2024.36 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-36/index.html): As announced in Release 2024.34 , 2024.36 Unique stops producing the insecure *-report-only images enforcing clients to set appropriate CSP headers as… (573 words) - [Usage or change of custom embedding model — Unique AI Documentation](/content/docs/it-operators/custom-models-and-embeddings/usage-or-change-of-custom-embedding-model/index.html): Please note that only one embedding model per organization can be configured. Changing the embedding model and / or the embedding dimensions requires to… (466 words) - [OneNote MCP — Unique AI Documentation](/content/docs/developers/experimental-prototypes/onenote-mcp/index.html): As clearly outlined in Experimental Prototypes this is a prototype. (162 words) - [Release 2024.40 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-40/index.html): Only impacts Benchmarking service for External Modules (427 words) - [Zitadel roles on groups — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/zitadel-roles-on-groups/index.html): Unique AI offers the ability to define Zitadel roles on group level. This means each user that gets assigned to this group (including sub groups) will… (487 words) - [Oauth2 for LXM usage — Unique AI Documentation](/content/docs/it-operators/custom-models-and-embeddings/oauth2-for-lxm-usage/index.html): Unique offers the possibility to use oauth2 as authentication for LXM calls. Means supporting the configuration of an clientId , an clientSecret , an… (229 words) - [Confluence Connector — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/confluence-connector/index.html): The Confluence Connector is a service that synchronizes page content and file attachments from Confluence to the Unique knowledge base for RAG ingestion… (1,247 words) - [Real-time User Sync via Zitadel Webhooks (Actions v2) — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/real-time-user-sync-via-zitadel-webhooks-actions-v2.html): Starting with release 2026.08, Unique supports real-time user synchronization via Zitadel Actions v2 webhooks. This replaces the 5-minute polling delay… (379 words) - [Find Zitadel Client ID + Project Id — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/find-zitadel-client-id-project-id/index.html): First log into Zitadel of your cluster usually under id..unique.app or locally http://localhost:9123/ Log in with your Zitadel admin Credentials… (89 words) - [Release 2024.48 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-48/index.html): When you export CSV files, they will now include a special character ( BOM ) at the beginning. This helps ensure the files display correctly in programs… (660 words) - [Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-30/public-api-sdk-changes/index.html): tech Red Chat In Space - Chat within a space using an assistant. You must provide an assistantId (e.g. assistant_hjcdga64bkklcjnhu4 ) and the message text… (247 words) - [Unique Chat Widget Solution — Unique AI Documentation](/content/docs/administrators/space-management/unique-chat-widget-solution/index.html): The Chat Widget provides a fully embeddable, AI-powered chat interface that seamlessly integrates into any web application. This component enables… (1,180 words) - [SOC 2 Type 2 — Unique AI Documentation](/content/docs/security-and-compliance/compliance/certifications/soc-2-type-2/index.html): Unique has been certified by an independent audit company for SOC 2 Type 1 in December 2023 and achieved Type 2 compliance in January 2025, after a… (169 words) - [2025.32 Public API / SDK Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-32/2025-32-public-api-sdk-changes/index.html): tech Red POST Run Agent - API to modify a call to a standard agent before it is executed. (163 words) - [Get started with an On-Premise Tenant — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/on-premise-tenant/get-started-with-an-on-premise-tenant/index.html): The On Premise project contains a history of all work items, that were ever performed to adopt an On-Premise Customer. Visit it and see all the items that… (1,216 words) - [Code Reflector Infrastructure — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/code-reflector-infrastructure/index.html): These pages are auto-generated from the monorepo docs . (1,225 words) - [Release 2024.32 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-32/index.html): BETA Blue Users can now upload and chat against images (PNG, JPG, JPEG). (337 words) - [Release 2024.26 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-26/index.html): Prompt Library enabling users to save their prompts. Details here: Prompt Library (i.e. Saving Personal Prompts) (247 words) - [How To Get An API Token — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/how-to-get-an-api-token/index.html): Open the chat interface in the browser and open the developer tools (115 words) - [User and Group Provisioning — Unique AI Documentation](/content/docs/it-operators/identity-and-access-management-iam/user-and-group-provisioning/index.html): The purpose of User Provisioning at Unique is to enable clients to manage their users and groups centrally, such as through Azure Entra ID, and to… (289 words) - [Saving Personal Prompts (My Prompts) — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/saving-personal-prompts-my-prompts/index.html): My Prompts — Save, manage, and instantly reuse frequently used prompts directly within the Unique AI chat interface to boost personal productivity. (633 words) - [Certifications — Unique AI Documentation](/content/docs/security-and-compliance/compliance/certifications/index.html): Learn more about our certifications and the reason why we acquired them. (16 words) - [Unique AI Documentation](/content/docs/administrators/feedback/index.html): Public documentation for the Unique AI Platform (28 words) - [Release 2024.42 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-42/index.html): Net Promoter Score (NPS) Available: NPS functionality is now available for all customers, enabling you to gather valuable user feedback. (255 words) - [Release 2024.27 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-27/index.html): API to connect custom LLMs that can be used for assistants (see Connect custom LXM (LLM) with Unique Finance GPT ) (196 words) - [Release 2024.38 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-38/index.html): Access to the AI Module Templates section now requires the admin.space.write role. This update ensures proper permissions and prevents errors, aligning… (258 words) - [Release 2024.28 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-28/index.html): Added “ftsSearchLanguage” flag for the Vector DB Search Module which defines the language used to search the Postgres FTS index. (150 words) - [Unique AI Documentation](/content/docs/administrators/user-management-interface/index.html): Public documentation for the Unique AI Platform (28 words) - [Unique AI Documentation](/content/docs/administrators/analytics-interface/index.html): Public documentation for the Unique AI Platform (28 words) - [Release 2024.46 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-46/index.html): deprecation Red breaking change Red New role for Analytics export We have introduced a new role, chat.data.admin , specifically for exporting sensitive… (450 words) - [Unique AI Conduct Space — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-conduct-space/index.html): Unique AI Conduct is a space type that provides users with a fully autonomous AI agent capable of executing code, processing files, and completing complex… (1,118 words) - [Unique AI Documentation](/content/docs/administrators/how-we-evaluate-models/index.html): Public documentation for the Unique AI Platform (28 words) - [Unique AI Documentation](/content/docs/administrators/admin-interfaces/index.html): Public documentation for the Unique AI Platform (28 words) - [Translator Space — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/translator-space/index.html): The Translator Space allows users to easily translate Microsoft Word, Excel, and PowerPoint files — or large blocks of text — from one… (737 words) - [Event Socket Streaming Endpoint (SSE) - Webhooks Drop-In — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/event-socket-streaming-endpoint-sse-webhooks-drop-in.html): Many of Uniques FSI clients do not allow their developers or staff to install tunneling tools like ngrok™ for many reasons. Deploying for each… (925 words) - [Release 2024.52 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-52/index.html): As we wrap up an incredible year, we want to celebrate with you! 🎉 Your unwavering support has driven our successes and innovations. Together, we've… (342 words) - [Upload Files in Chat — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/upload-files-in-chat/index.html): Upload Files in Chat — Drag and drop or upload files directly into a chat space to query them instantly, without adding them to the broader… (662 words) - [Deep-Linking — Unique AI Documentation](/content/docs/it-operators/integrations-connectors/deep-linking/index.html): Deeplinking into Unique Chat allows users to seamlessly access specific chat spaces and execute predefined prompts directly from your application. This… (767 words) - [Release 2024.50 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2024/release-2024-50/index.html): We've made a change to how errors are handled during document ingestion using the custom API. Previously, if an error occurred, we would switch to the… (405 words) - [Unique AI Conduct — Unique AI Documentation](/content/docs/users/spaces/unique-ai-conduct/index.html): Unique AI Conduct is an autonomous AI agent that can tackle complex, long-running tasks on your behalf. Unlike Unique AI Chat — which provides… (969 words) - [Release 2025.34 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-34/index.html): This is a preview page for the upcoming 2025.34 release to announce the necessary infrastructure changes early before the release as can be seen in… (1,270 words) - [Use Unique AI Tools — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/use-unique-ai-tools/index.html): Unique AI Tools — Learn how to use the Tools menu to ground AI responses in your documents, live web data, deep research, or code execution. (753 words) - [Release 2025.46 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-46/index.html): Import/Export for Agent and Space Configuration (Space 2.0): (708 words) - [Large Language Model Provisioning — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/large-language-model-provisioning/index.html): This Confluence page provides a comprehensive overview of various pricing models for Azure OpenAI services. It covers the Pay-As-You-Go model, the… (1,650 words) - [Release 2025.18 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-18/index.html): Display of date on the top: In the updated chat view, enhancing user-friendliness involves optimizing the display of the date at the top to achieve a… (613 words) - [Select Files to Chat — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/select-files-to-chat/index.html): Select Files to Chat — Focus the AI on specific Knowledge Base documents to get faster, more accurate, and highly relevant answers. (522 words) - [Release 2025.24 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-24/index.html): 🚀 3. What's New (Business/End-User Focus) (784 words) - [Release 2025.48 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-48/index.html): This is a preview page for the upcoming 2025.48 release to announce the necessary infrastructure changes early before the release. (847 words) - [Product Roadmap — Unique AI Documentation](/content/docs/administrators/product-roadmap/index.html): The roadmap, vision and outlook are always indicative, non-binding, non-exhaustive, and subject to change. If you want to receive further details about… (1,998 words) - [HTML Rendering — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/html-rendering/index.html): HTML Rendering allows you to transform structured data, AI-generated content, and dynamic templates into fully rendered HTML output directly within the… (1,029 words) - [Elasticsearch — Unique AI Documentation](/content/docs/administrators/space-management/elasticsearch/index.html): Elasticsearch is a powerful keyword search engine integrated into our RAG (Retrieval-Augmented Generation) system, specifically designed to serve the… (402 words) - [Compliance — Unique AI Documentation](/content/docs/security-and-compliance/compliance/index.html): Our independent certifications make us the trusted partner for FSI. (999 words) - [Release 2025.06 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-06/index.html): Message Assessment : We've implement a new message assessment feature that can be used to show the result of evaluations of a message. Examples of… (337 words) - [Setting Up Azure GPT-5 model — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/setting-up-azure-gpt-5-model/index.html): After thorough benchmarking, Unique has taken the decision to only vet the main GPT-5 model, as the output quality of mini and nano models did not prove… (471 words) - [Voice Administration — Unique AI Documentation](/content/docs/administrators/space-management/voice-administration/index.html): This feature (even though implemented with generic web sockets) is only supported and available for clients with access to Azure AI Speech Services. (371 words) - [Translator — Unique AI Documentation](/content/docs/users/spaces/translator/index.html): The Translator Space allows users to easily translate Microsoft Word, Excel, and PowerPoint files — or large blocks of text — from one… (437 words) - [Create Spaces — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/index.html): This guide explains how to create a new "space" within our platform. A space is a dedicated and secure environment for your AI-powered use cases within… (486 words) - [Release 2025.10 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-10/index.html): Chat History Page: Enhancing User Experience (571 words) - [Knowledge Base for Admins — Unique AI Documentation](/content/docs/administrators/knowledge-base-for-admins/index.html): Knowledge Base is Unique's intelligent file management system designed specifically for financial services organizations to access via AI tools. It… (1,197 words) - [Custom End User Spaces in Unique AI — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/custom-end-user-spaces-in-unique-ai/index.html): The Custom End User Spaces feature allows users to create personalized versions of an existing Unique AI Space by adding their own specific instructions… (320 words) - [Web Search Administration — Unique AI Documentation](/content/docs/administrators/space-management/web-search-administration/index.html): This page outlines the administration options for making web search available to Unique AI. (209 words) - [Custom Space — Unique AI Documentation](/content/docs/users/spaces/custom-space/index.html): Unique Custom Spaces are specialized environments customized by your organization's AI Assistants, tailored to address specific use cases with precision… (466 words) - [Context Memory in Unique AI Chat — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/context-memory-in-unique-ai-chat/index.html): This feature is currently EXPERIMENTAL . It may change significantly before general availability. Documentation may lag behind feature updates. Use in… (760 words) - [Security and Data Privacy — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/index.html): Overview of the security and data privacy controls available in Unique AI. The pages here describe how data redaction and Data Leakage Prevention (DLP)… (81 words) - [SWOT Agent — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/swot-agent/index.html): The SWOT Agent is an advanced AI-powered research assistant, that performs in-depth analysis and investigation across multiple sources to provide an… (459 words) - [SDK FAQs — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/sdk-faqs/index.html): Who is this for? Unique users with programmatic expertise using automations or AI modules with the SDK or Toolkit. (548 words) - [Release 2025.04 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-04/index.html): Azure OpenAI has announcement the retirement and upgrade of some of the LLM models. Assistants in our product relying on this models have been… (202 words) - [Support and Troubleshooting — Unique AI Documentation](/content/docs/it-operators/operations/support-and-troubleshooting/index.html): Reference material for supporting Unique AI environments and troubleshooting common issues. It covers guidelines for using the notification and outage… (51 words) - [Recording API Documentation — Unique AI Documentation](/content/docs/developers/recording-api-documentation/index.html): This guide explains how to create OAuth2 credentials and use them to authenticate against the Recording API. With the token you can then make calls to the… (938 words) - [Release 2025.26 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-26/index.html): User Yellow Admin Purple Create folder action - A user with knowledge.read role was able to create a folder in the Knowledge Base. Now, a user must have… (712 words) - [Standard Operating Procedures — Unique AI Documentation](/content/docs/it-operators/operations/standard-operating-procedures/index.html): Standard operating procedures for recurring operational tasks performed on Unique AI deployments. The current procedures cover recovery of the vector… (51 words) - [Release 2025.32 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-32/index.html): Industry-Standard GenAI Experience: Engage with a modern, ChatGPT-like interface that offers secure access to internal knowledge, web search, and… (1,027 words) - [Architecture Overview — Unique AI Documentation](/content/docs/administrators/architecture-overview/index.html): 1afdce52-d22e-4d27-84db-5be989c3c83b/92d899e8-452f-4c9b-9f60-823ab11c8253/static/drawio com.atlassian.ecosystem draw.io Diagram extension macro 1405517855… (1,657 words) - [Release 2025.20 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-20/index.html): user Green Tool Picker: A dropdown to show available tools in a space is now shown in the chat input. Selecting a tool will force the assistant to use… (538 words) - [Tools — Unique AI Documentation](/content/docs/administrators/space-management/tools/index.html): Tools are feature-specific capabilities that can be activated for an agent in a space. They allow the agent to perform specialized tasks beyond its core… (132 words) - [Knowledge Base for End Users — Unique AI Documentation](/content/docs/users/knowledge-base-for-end-users/index.html): The Knowledge Base is Unique's intelligent file management system designed specifically for financial services organizations to access via AI tools. It… (1,193 words) - [Smart Rules — Unique AI Documentation](/content/docs/administrators/space-management/smart-rules/index.html): UniqueQL is an advanced query language developed to enhance the search capabilities across various modes, such as Vector Search, Full-Text Search (FTS)… (229 words) - [Release 2025.08 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-08/index.html): Chat titles are now truncated to 70 characters . When creating a chat, we currently store the first chat message as the title. Now we truncate to 70… (267 words) - [Release 2025.50 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-50/index.html): This is a preview page for the upcoming 2025.50 release to announce the necessary infrastructure changes early. This is our last release for this year… (1,227 words) - [Chat in Spaces — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/chat-in-spaces/index.html): How do I chat in Spaces? — A step-by-step guide to interacting with Unique AI in Spaces: submitting queries, using suggestions, reviewing… (440 words) - [Release 2025.02 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-02/index.html): unique_sdk new release 0.9.17 : Removed unused field id field from ShorTermMemory create and find_latest methods. (270 words) - [Skills in Unique AI Chat — Unique AI Documentation](/content/docs/users/spaces/unique-ai-chat/skills-in-unique-ai-chat/index.html): This feature is currently in BETA . It may change significantly before general availability. Documentation may lag behind feature updates. Use in… (506 words) - [Release 2025.14 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-14/index.html): Markdown editing in Magic Tables: Magic Table text can now be stylized using markdown. The style options included are bold, italics, underline… (655 words) - [Deleting user chats — Unique AI Documentation](/content/docs/administrators/platform-configuration/deleting-user-chats/index.html): Customer admins can now permanently delete user chats and related uploaded files via a GraphQL endpoint—no more emailing support or waiting for… (126 words) - [Release 2025.30 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-30/index.html): User Yellow beta Agentic Table Error Banner: Agentic table will now communicate errors from the AI agent to the user. This will include errors including… (407 words) - [Helper Resources — Unique AI Documentation](/content/docs/administrators/space-management/helper-resources/index.html): This section gives an overview of the helper resources and services that enhance and support different spaces, modules, and tools . (60 words) - [How event delivery to your module is ensured — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/how-event-delivery-to-your-module-is-ensured/index.html): This document outlines the changes made to the external application communication process, which is crucial for ensuring seamless interaction between our… (325 words) - [Release 2025.42 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-42/index.html): This is a preview page for the upcoming 2025.42 release to announce the necessary infrastructure changes early before the release as can be seen in . (862 words) - [Release 2025.44 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-44/index.html): This is a preview page for the upcoming 2025.44 release to announce the necessary infrastructure changes early before the release as can be seen in . (699 words) - [Release 2025.40 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-40/index.html): This is a preview page for the upcoming 2025.40 release in order to announce the necessary infrastructure changes early before the release as can be seen… (950 words) - [Release 2025.36 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-36/index.html): This is a preview page for the upcoming 2025.36 release to announce the necessary infrastructure changes early before the release as can be seen in… (726 words) - [APIs (GraphQL Internal APIs for Admins) — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/apis-graphql-internal-apis-for-admins/index.html): The public API is specifically designed for building robust integrations. Additionally, internal APIs can be utilized to achieve specific configurations… (175 words) - [New Release Notes Template — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/new-release-notes-template/index.html): One-sentence summary of the update (business & product impact) (292 words) - [Upload & Chat — File Limits & How Large Documents Are Handled — Unique AI Documentation](/content/docs/users/upload-chat-file-limits-how-large-documents-are-handled.html): Last updated: June 2026 · Applies to Unique AI Chat (production) (1,497 words) - [Agentic Table — Service overview (customer-facing) — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/agentic-table-service-overview-customer-facing/index.html): This page describes the Agentic Table capability (RfpAgent module) and how it is deployed and routed in your Unique environment. It is intended for… (753 words) - [Release 2025.22 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-22/index.html): 🚀 3. What's New (Business/End-User Focus) (363 words) - [Release 2025.28 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-28/index.html): User Yellow Source references are shown by url: It is more reliable to use the reference URL, as two external references might share the same name but… (388 words) - [Advanced Message Formatting — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/advanced-message-formatting/index.html): You can find information on advanced message rendering in the chat interface such as images, latex and financial charts in the toolkit documentation page… (31 words) - [Release 2025.38 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-38/index.html): This is a preview page for the upcoming 2025.38 release to announce the necessary infrastructure changes early before the release as can be seen in . (492 words) - [Personal API Key — Unique AI Documentation](/content/docs/developers/software-development-kit-sdk/personal-api-key/index.html): Please refer to this documentation page to generate and manage your personal API key… (21 words) - [Release 2025.52 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-52/index.html): This is a preview page for the upcoming 2025.52 release to announce the necessary infrastructure changes early before the release as can be seen in… (659 words) - [Using Voice — Unique AI Documentation](/content/docs/users/spaces/using-voice/index.html): Voice is offering users a seamless way to convert spoken audio into real-time transcriptions. This capability lets users speak their prompts instead of… (766 words) - [Ingestion Worker Configuration — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/ingestion-worker-configuration/index.html): The Ingestion Worker (IW) handles the extraction of text using Microsoft Document Intelligence (MDI) or a Custom API (Docling, Unique Agentic Ingestion… (507 words) - [Single Tenant — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/index.html): A single-tenant on Unique is a separate, isolated, regulated and governed deployment of our product within our own Azure perimeter. Customers that opt for… (214 words) - [Space Management — Unique AI Documentation](/content/docs/administrators/space-management/index.html): This section outlines how to set up and customize Spaces to align with your organization's specific use cases. It delves into core concepts of the Unique… (458 words) - [IT Security — Unique AI Documentation](/content/docs/security-and-compliance/it-security/index.html): Unique is committed in its dedication to the ongoing improvement of our Information Security Management System (ISMS) and Quality Management System (QMS)… (421 words) - [AI Answer Assessment — Unique AI Documentation](/content/docs/users/ai-answer-assessment/index.html): The AI Answer Assessment feature includes functionalities like Hallucination Checks . This tool ensures that users receive accurate and reliable… (357 words) - [Customer-Managed Tenant — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/customer-managed-tenant/index.html): A customer-managed tenant is a separate, isolated, regulated and governed deployment of our product within our clients perimeter. (123 words) - [Data Protection — Unique AI Documentation](/content/docs/security-and-compliance/data-protection/index.html): This page covers how Unique handles client data protection. The subpages below describe how data is retained and deleted, and how clients can securely… (119 words) - [Research — Unique AI Documentation](/content/docs/administrators/research/index.html): The Research section is where we share exploratory research initiatives that serve as a foundation for future product innovations. While these projects… (93 words) - [On Premise Tenant — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/install-unique/on-premise-tenant/index.html): An On-Premise Tenant refers to a deployment model where the customer provisions and maintains the infrastructure necessary to run Unique's product within… (60 words) - [Platform Configuration — Unique AI Documentation](/content/docs/administrators/platform-configuration/index.html): This section covers the tools available to administrators for configuring and managing the Unique platform. Admin Interfaces documents the admin-facing… (100 words) - [Supported File Types — Unique AI Documentation](/content/docs/users/supported-file-types/index.html): This article outlines the types of documents that can be uploaded in the chat and the knowledge base. Please note that uploads may fail due to issues such… (597 words) - [Reporting an Issue — Unique AI Documentation](/content/docs/enterprise-support/reporting-an-issue/index.html): To help us assist you as quickly as possible, please provide us with as much information up front and ideally in the following format: (244 words) - [Spaces — Unique AI Documentation](/content/docs/users/spaces/index.html): Unique AI Spaces – AI-powered work environments with different interfaces available, designed to help teams collaborate, automate tasks, and access… (241 words) - [Models & LLM Management — Unique AI Documentation](/content/docs/administrators/models-llm-management/index.html): This section covers how Unique selects, validates, and manages the language models available on the platform. How We Evaluate Models describes the… (113 words) - [Insights & Measurement — Unique AI Documentation](/content/docs/administrators/insights-measurement/index.html): This section covers the tools available for monitoring platform usage and evaluating AI quality. Analytics Interface provides access to usage statistics… (80 words) - [MCP — Unique AI Documentation](/content/docs/administrators/mcp/index.html): This section covers Unique's Model Context Protocol (MCP) layer, which connects AI assistants to external systems while keeping credentials, access, and… (77 words) - [Power User Features — Unique AI Documentation](/content/docs/users/power-user-features/index.html): Unique AI can be configured as a custom search engine in your browser, allowing you to access its powerful capabilities directly from the address bar… (195 words) - [Support Self-Service — Unique AI Documentation](/content/docs/enterprise-support/support-self-service/index.html): If you are in a project role that is regularly involved in raising and managing support requests. Then we encourage you to use the Self-Service portal… (56 words) - [General AI Practices — Unique AI Documentation](/content/docs/users/general-ai-practices/index.html): The "General AI Practices" serves as a guide to using AI ethically and responsibly, both in a general context and specifically within Unique's platform… (55 words) - [Set file retention of uploads in a chat — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/set-file-retention-of-uploads-in-a-chat/index.html): The problem stems from a legal requirement, which means it needs to be addressed from the company's point of view rather than the end user's perspective. (147 words) - [Secure Software Development Lifecycle (Secure SDLC) — Unique AI Documentation](/content/docs/it-operators/operations/security-and-data-privacy/secure-software-development-lifecycle-secure-sdlc/index.html): For software development projects, Unique has implemented a secure software development lifecycle (SSDLC), providing a framework for training, tools, and… (2,559 words) - [Vulnerability Patch Management Process — Unique AI Documentation](/content/docs/security-and-compliance/it-security/vulnerability-patch-management-process/index.html): Patch management is the process of identifying, acquiring, installing, and verifying patches for products and systems. This document outlines the… (614 words) - [Agentic Table — Unique AI Documentation](/content/docs/users/spaces/agentic-table/index.html): The Agentic Table is flexible, spreadsheet-like interface powered by Unique AI to provide a structured interface for expediting frequent and repetitive… (2,746 words) - [Release Calendar 12.2025 - 12.2026 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-calendar-12-2025-12-2026/index.html): We release every second Wednesday 🟢, except as noted by holidays ❌. (1,368 words) - [Agentic Image Content Extraction in Knowledge Base — Unique AI Documentation](/content/docs/users/knowledge-base-for-end-users/agentic-image-content-extraction-in-knowledge-base/index.html): Image Content Extraction helps Unique AI understand information that appears inside images within PDF documents, such as charts, diagrams, infographics… (1,247 words) - [Generative AI Guardrails in Banking — Unique AI Documentation](/content/docs/security-and-compliance/it-security/owasp-top-10-for-llm-applications-2025/generative-ai-guardrails-in-banking/index.html): Generative AI is transforming financial services and with that comes the need for clear, enforceable guardrails. Unique AI is aligned with the Handbook on… (1,423 words) - [2026.22 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-22/2026-22-infrastructure-changes/index.html): The Prisma migration step in the migration hook now runs from the service root instead of the prisma/ subdirectory, and the --config path is no longer… (322 words) - [Release 2026.14 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-14/index.html): This page summarizes the 2026.14 release. Click the links below to navigate to the relevant sections. (854 words) - [Unique AI Documentation](/content/docs/administrators/benchmarking/index.html): Public documentation for the Unique AI Platform (28 words) - [Release 2026.20 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-20/index.html): User Yellow EXPERIMENTAL Agent Skills : All behind the feature flag FEATURE_FLAG_ENABLE_SKILLS_UN_20042 , you can now trigger several Skills in a single… (2,109 words) - [Unique AI Documentation](/content/docs/administrators/mcp-connectors-for-admins/index.html): Public documentation for the Unique AI Platform (28 words) - [Infrastructure requirements/pre-requisites — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/infrastructure/infrastructure-requirements-pre-requisites/index.html): If clients opt for self-hosted options, either Customer-Managed Tenant or On Premise Tenant , they (potentially with Uniques Advisory at a rate) must… (857 words) - [Unique AI Documentation](/content/docs/users/spaces/unique-ai-table/index.html): Public documentation for the Unique AI Platform (28 words) - [Release 2025.16 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-16/index.html): Magic Tables are now Shareable with Space members. Users can now set their Magic tables to be “Private” or “Shared”. (718 words) - [Release 2026.10 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-10/index.html): This page summarizes the 2026.10 release. Click the links below to navigate to the relevant sections. (1,927 words) - [Release 2025.12 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2025/release-2025-12/index.html): Improved UI feedback when uploading files: There is now more improvements on the file upload feedback in Upload and Chat. The status is now central and… (648 words) - [Release 2026.24 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-24/release-2026-24-infrastructure-changes/index.html): Documentation for Release 2026.24 Infrastructure Changes (361 words) - [2026.26 Infrastructure Changes — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-26/2026-26-infrastructure-changes/index.html): Documentation for 2026.26 Infrastructure Changes (178 words) - [Execution Time Tracking for Unique AI Agent Steps — Unique AI Documentation](/content/docs/administrators/space-management/create-spaces/unique-ai-space/execution-time-tracking-for-unique-ai-agent-steps/index.html): To enhance performance analysis and bottleneck detection in Unique AI, we introduced structured logging for execution times across agent workflows. This… (193 words) - [Release 2026.12 — Unique AI Documentation](/content/docs/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-12/index.html): This page summarizes the 2026.12 release. Click the links below to navigate to the relevant sections. (1,230 words) - [Model Usage and Cost Management — Unique AI Documentation](/content/docs/administrators/models-llm-management/model-usage-and-cost-management/index.html): This feature is EXPERIMENTAL and under active development. 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Adoption Will Decide Who Wins.](/content/en/blog/ai-is-changing-portfolio-management-adoption-will-decide-who-wins.html): Discover how Unique's MCP Hub is transforming generative AI into a secure, scalable reality for financial institutions by centralizing tool orchestration and policy enforcement. (700 words) - [Unique Hosts A Successful Leader Board Meeting with Pictet and LGT](/content/en/blog/unique-team-hosts-successful-leader-board-meeting-with-pictet-and-lgt.html): Read about Unique's strategic advisory meeting with Pictet and LGT, where they shared ideas and discussed enhancing customer experience. (607 words) - [Transforming Wealth Management: The Profound Impact of AI Technology](/content/en/blog/transforming-wealth-management-the-profound-impact-of-ai-technology.html): Discover how AI technology is transforming wealth management, revolutionizing investment strategies, and delivering personalized experiences for investors. (767 words) - [Sales Playbook Part I: Mid Market & Enterprise](/content/en/blog/sales-playbook-part-i-mid-market-enterprise/index.html): Download our Sales Playbook with all the essential blueprints for free! Create your own sales playbook by learning from our best practices. (249 words) - [Prompting the Muse: The Art of AI Interaction](/content/en/blog/prompting-the-muse-the-art-of-ai-interaction/index.html): Maximize the potential of AI models by mastering the art of prompting. Learn how to improve clarity, and achieve desired results. (712 words) - [Sturdza Financial Group Solve Key Challenges With Unique](/content/en/blog/sturdza-financial-group-testimonial/index.html): Find out what key challenges Unique solves for Sturdza Financial Group and how we help them become more efficient! (248 words) - [Building Trustworthy AI Frameworks in Financial Institutions: The "What" and the "How"](/content/en/blog/building-trustworthy-ai-frameworks-in-financial-institutions-the-what-and-the-how.html): Building trustworthy AI frameworks in finance requires a holistic, risk-based approach, integrating governance, compliance, and interdisciplinary collaboration for sustainable, innovative solutions. (492 words) - [Building the Future of KYC: Community-Driven Innovation in Financial Services](/content/en/blog/building-the-future-of-kyc/index.html): Experience secure AI integration with the Unique AI MCP Hub: Financial-Grade Control for Agentic AI, ensuring compliance and empowering innovation in finance. (447 words) - [Rethinking Data Management for Financial AI Agents](/content/en/blog/rethinking-data-management-for-financial-ai-agents/index.html): Discover how Unique's innovative file system is revolutionizing data management for financial AI agents, ensuring efficiency, security, and accuracy in navigating and utilizing financial data. (621 words) - [Responsible AI: Questions & Answers](/content/en/blog/responsible-ai-questions-answers/index.html): Learn about Responsible AI principles and guidelines for ethical AI use. Find out how to create and share content responsibly while avoiding malicious practices. (734 words) - [How SIX Leverages a Scalable, Secure AI Platform with Unique](/content/en/blog/how-six-leverages-a-scalable-secure-ai-platform-with-unique.html): Discover how Unique and SIX co-created SIX Sense, a secure AI platform transforming finance with scalable, intelligent solutions. (278 words) - [Setting the Gold Standard for AI Security: 2025 FINMA Compliance and SOC 2 Type 2 Certification](/content/en/blog/setting-the-gold-standard-for-ai-security-2025-finma-compliance-and-soc-2-type-2-certification.html): Unique AI announces the release of its 2025 FINMA Circular Report and SOC 2 Type 2 Audit completion, reinforcing its commitment to enterprise-grade security and regulatory compliance. (552 words) - [KYC: SoW Agent | AI tool for Wealth Management](/content/ai-factory/kyc-sow/index.html): This AI tool for Wealth Management streamlines the source of wealth assessment by automatically drafting clear, compliant narratives from available client data. (364 words) - [Unique FinanceGPT: Product Explainer](/content/en/blog/unique-financegpt-product-explainer/index.html): Watch our product explainer to find out more about Unique FinanceGPT and what you can achieve with its help. (233 words) - [DORA Agent](/content/ai-factory/dora-agent/index.html): Extracts all DORA-related information from financial institution operations and drafts a structured overview to help ensure compliance with DORA. (428 words) - [Unique for the Win: Award Winners of 2025](/content/en/blog/unique-for-the-win-award-winners-of-2025/index.html): Celebrating Unique's 2025 award winners. (433 words) - [Highlights from Unique’s Third Strategic Advisory Board Meeting](/content/en/blog/highlights-from-uniques-third-strategic-advisory-board-meeting.html): Unique's third Strategic Advisory Board meeting focused on integrating GenAI and agentic workflows to transform banking. (528 words) - [GPT-5 Benchmarking: Raising the Bar for Finance AI](/content/en/blog/gpt-5-benchmarking-raising-the-bar-for-finance-ai/index.html): GPT-5 sets a new benchmark in finance AI with superior accuracy, speed, and executive-ready analysis, outperforming smaller variants and previous models. (634 words) - [The Future of Agentic AI for Banks: A Conversation with Unique's Chief Commercial Officer](/content/en/blog/the-future-of-agentic-ai-for-banks-a-conversation-with-uniques-chief-commercial-officer.html): Unique's CCO Anshu Kotak discusses the transformative impact of agentic AI on financial institutions and shares her vision for driving commercial growth in fintech. (1,019 words) - [Unique Now Available on Microsoft AppSource](/content/en/blog/unique-achieves-microsoft-global-co-sell-partner-under-microsofts-one-commercial-partner-program.html): Unique, a Swiss Conversational AI Sales Intelligence Platform Now Available in the Microsoft AppSource to Augment Sales Teams and to Solve the Challenge of Accurate Revenue Forecasts. (379 words) - [Unique Aims to Increase Productivity in Finance With Microsoft Azure OpenAI Service](/content/en/blog/unique-increases-productivity-for-the-financial-industry-professionals-with-azure-openai.html): Unique uses Microsoft Azure OpenAI Service in Europe to increase productivity metrics for the financial industry professionals. Read the full story here. (554 words) - [Contact Us ](/content/contact-us/index.html): Contact Unique in Switzerland, Germany, the UK, the USA, the Netherlands, and Singapore. Leave us a message and we will come back to you! (110 words) - [How Unique AI Empowers Hedge Funds and Asset Managers to Outperform in a Data-Driven Era](/content/en/blog/how-unique-ai-empowers-hedge-funds-and-asset-managers-to-outperform-in-a-data-driven-era.html): Unique AI delivers agentic intelligence to hedge funds and asset managers, transforming investment research, due diligence, and compliance into scalable, automated, insight-rich workflows. (669 words) - [six-unique-event](/content/six-unique-event/index.html) (257 words) - [Trust Center | Security & Compliance at Unique](/content/trust-center/index.html): Discover the comprehensive measures we implement to ensure the highest standards of security and compliance at Unique. (616 words) - [Retrieval-Augmented Generation (RAG) for Smarter Information Discovery](/content/en/blog/retrieval-augmented-generation/index.html): Discover the power of Retrieval-Augmented Generation (RAG) for smarter information retrieval and generation. (530 words) - [ny-unique-for-finance](/content/ny-unique-for-finance/index.html) (164 words) - [Unique Unveils a Dual Innovation: The Agentic Power of Unique AI Unleashed by MCP](/content/en/blog/unique-unveils-a-dual-innovation-the-agentic-power-of-unique-ai-unleashed-by-mcp.html): Unique AI and MCP revolutionize financial services with a secure, flexible AI platform that integrates seamlessly with legacy systems to automate complex tasks. (447 words) - [KYC – Client Onboarding](/content/ai-factory/kyc-client-onboarding/index.html): Accelerates the client onboarding process by automatically pre-filling forms, flagging missing documents, and detecting discrepancies in client information. (85 words) - [AI Landscape Update: the Fable 5 Suspension and what it means for your Model Strategy](/content/en/blog/ai-landscape-update-the-fable-5-suspension-and-what-it-means-for-your-model-strategy.html): There were several significant developments in the AI landscape last week. Unique AI is monitoring the situation closely and reaching out proactively to give you a clear view. (337 words) - [Agentic AI and the Future of Finance: A Conversation with Capgemini](/content/en/blog/agentic-ai-and-the-future-of-finance-a-conversation-with-capgemini.html): Capgemini and Unique discuss how Agentic AI is revolutionizing financial services by enabling intelligent, autonomous workflows, ensuring operational efficiency and compliance. (289 words) - [Meeting Insights](/content/ai-factory/meeting-insights/index.html): Captures, transcribes, and summarizes client meetings directly into the CRM, highlighting key discussion points, decisions, and action items. (86 words) - [Unique AI in New York: Building Secure AI for Hedge Funds](/content/en/blog/unique-ai-in-new-york-building-secure-ai-for-hedge-funds.html): Unique AI has launched in New York, empowering hedge funds with secure AI solutions for faster decision-making and enhanced insights. Discover our journey. (418 words) - [Beyond Compliance: How KYC Automation Will Redefine Financial Services](/content/en/blog/beyond-compliance-how-kyc-automation-will-redefine-financial-services.html): Discover how AI-powered KYC automation transforms compliance from a regulatory burden into a strategic advantage. (794 words) - [Use Case Factory](/content/use-case-factoryxxxqqqeee/index.html): Unlock the full potential of Unique FinanceGPT with our Use Case Factory – your resource for innovative solutions tailored to banking, insurance, and private equity. (60 words) - [Unique Holds Thier Third Baking Event together with Julius Bär](/content/en/blog/uniques-holds-thier-third-baking-event-together-with-julius-b-c3-a4r.html): Discover how Unique and Julius Bär joined forces to showcase the transformative power of GenAI in wealth management, with a focus on AI technology and data governance. (230 words) - [AI Governance White Paper (Part III): Industry Leaders' Opinions](/content/en/blog/industry-leaders-opinions-insights-from-industry-leaders.html): Discover insights from industry leaders on AI governance in finance, focusing on trust, safety, and accountability in our latest white paper. (203 words) - [Friday Learnings S3 E6: Personalisation & Co-Development](/content/en/blog/friday-learnings-s3-e6-personalisation-co-development.html): Explore how Unique's Finance GPT platform enhances productivity through AI personalization and co-development, fostering trust and innovation. (305 words) - [Introducing Spaces: Organize Knowledge within Unique FinanceGPT](/content/en/blog/introducing-spaces-organize-and-share-knowledge-within-unique-financegpt.html): Introducing Spaces: Organize and Share Knowledge within Unique FinanceGPT. Explore how Spaces streamline workflows and enhance collaboration. (413 words) - [Unique MCP Hub: Towards an Agentic Workforce (Part 5)](/content/en/blog/unique-mcp-hub-towards-an-agentic-workforce-part-5/index.html): Discover how Unique's MCP Hub is revolutionizing financial services by enabling a scalable, autonomous AI workforce through advanced automation and governance. (437 words) - [Large Language Models Comparison: Unique’s Experience ](/content/en/blog/large-language-models-comparison-uniques-experience.html): Read a thorough comparison and analysis of the strengths and weaknesses of popular large language models (LLMs) in the AI landscape. (1,653 words) - [Unique AI Table: Spreadsheet Automation for Financial Services Teams](/content/en/blog/unique-ai-table-spreadsheet-automation-for-financial-services-teams.html): Automate spreadsheet tasks in financial services with Unique AI Table, enhancing speed and collaboration while ensuring data accuracy and oversight. (297 words) - [Talk to an Expert](/content/talk-to-an-expert/index.html): Discover how to implement faster and safer chat interfaces, streamline tasks, and boost efficiency. Book a call for custom solutions now. (59 words) - [AI-Powered Investment Intelligence | Standard Chartered](/content/standard-chartered-case-study/index.html): Discover how Standard Chartered enhances investment research and decision-making with Unique AI, achieving significant time savings and improved quality in wealth management. (342 words) - [Friday Learnings S2, Ep3: Investing in AI with Jan Carlos Janke](/content/en/blog/friday-learnings-s2-ep3-investing-in-ai-with-jan-carlos-janke.html): Investing in AI is a strategic move for businesses aiming to stay competitive in today's digital age. Discover the potential benefits and impact of AI. (218 words) - [Key Group Improve Sales Performance With Unique ](/content/en/blog/key-group-improve-team-performance-with-unique/index.html): Discover how Key Group's collaboration with Unique improved team performance and increased conversion rates. (355 words) - [BNP Paribas Wealth Management and Unique Partner on Generative AI Integration](/content/en/blog/bnp-paribas-wealth-management-and-unique-partner-on-generative-ai-integration.html): Unique partners with BNP Paribas Wealth Management to integrate generative AI, enhancing investment content creation and personalized client services. (259 words) - [Friday Learnings S3 E3: Robust Architecture Pt.3](/content/en/blog/friday-learnings-s3-e3-robust-architecture-pt-3.html): Learn about the importance of defining use cases for AI platforms and strategies for ensuring adaptability and accuracy. (280 words) - [Navigating the Hype: Four Hurdles to Adopting MCP in Financial Services](/content/en/blog/navigating-the-hype-four-hurdles-to-adopting-mcp-in-financial-services.html): Navigating MCP in financial services: Dana Ritter identifies four major hurdles and shares strategies for overcoming them to unlock MCP's full potential. (828 words) - [Terms](/content/terms-0/index.html): Unique cares about customer experience and therefore wants to provide each customer with clear, transparent and comprehensive set of services. (880 words) - [Generative AI and Data Protection: Insights from Unique](/content/en/blog/generative-ai-and-data-protection-insights-from-unique.html): Discover key benefits and challenges of generative AI from the Unique perspective and find out how they're shaping the future of the financial industry. (1,396 words) - [Contact Us | Unique AI Academy](/content/ai-academy-contact-form/index.html): Contact us to learn more about Unique AI Academy (10 words) - [PDF A4 EN](/content/hubfs/iso-20certification/iso-209001_unique_en_2024-pdf.html) (83 words) - [Submit CV](/content/submit-cv/index.html): Join our Unique team by submitting your CV today! We're looking for talented individuals to be part of our team. (22 words) - [Unique Presents an AI-Powered Platform Driving Efficiency for LGT](/content/en/blog/unique-presents-an-ai-powered-platform-driving-efficiency-for-lgt.html): Unique presents Lumen, an AI-powered platform, to enhance efficiency and knowledge sharing for 5000 LGT Private Banking employees worldwide. (363 words) - [Global Media Spotlights Our $30M Series A Funding](/content/en/blog/global-media-spotlights-our-30m-series-a-funding/index.html): Unique secures $30M Series A funding to drive AI innovation in financial services, expanding into the U.S. market and gaining global media recognition. (560 words) - [Responsible AI for Private Banking: From Principles to Practice](/content/en/blog/responsible-ai-for-private-banking-from-principles-to-practice.html): Explore responsible AI in private banking, focusing on ethics, governance, and KYC applications for competitive advantage and regulatory compliance. (936 words) - [Document Analysis Agent](/content/ai-factory/document-analysis-agent/index.html): Allows all employees to analyse, summarize or synthesize a specific document or compare two documents. (194 words) - [Data Processing Addendum](/content/data-processing-addendum/index.html): Read the Data Processing Addendum outlining the terms for processing personal data by Unique. (755 words) - [AI in The Payment Industry: Faster, Secure, and More Convenient](/content/en/blog/ai-in-the-payment-industry-faster-secure-and-more-convenient.html): Read about how AI and GPT-3 are Revolutionizing the Payment Industry, its use cases, benefits, and best AI-driven platforms. (1,037 words) - [AI Adoption in Swiss Financial Services: Where do we currently stand? ](/content/en/blog/ai-adoption-in-swiss-financial-services-where-do-we-currently-stand.html): Explore how Unique is driving innovation while ensuring compliance and security in this evolving landscape. (811 words) - [The Rise of AI Agents: Redefining the Future of SaaS Applications](/content/en/blog/the-rise-of-ai-agents-redefining-the-future-of-saas-applications.html): Discover how AI agents are redefining the future of SaaS applications. Explore Unique's role in this AI-first world. (599 words) - [RFP/DDQ](/content/ai-factory/rfp-support-agent/index.html): Helps to complete RFP documents based on other similar RFPs by suggesting suitable answers to RFP questions. (254 words) - [Unique MCP Hub: Fort Knox Security for Enterprise AI (Part 3)](/content/en/blog/unique-mcp-hub-fort-knox-security-for-enterprise-ai-part-3.html): Discover how the Unique MCP Hub offers Fort Knox-level security for enterprise AI with integrated DLP, proactive anonymization, and immutable audit logs for financial services. (497 words) - [Smarter Investment Advice in Minutes: Meet Our Investment Insights Agent](/content/en/blog/smarter-investment-advice-in-minutes-meet-our-investment-insights-agent.html): Experience smarter investment advice with Unique's AI-powered tool, helping advisors deliver personalized recommendations in minutes. (379 words) - [Unique AI for Portfolio Managers in Action: Demo](/content/en/blog/unique-ai-for-portfolio-managers-in-action-demo/index.html): Unique AI revolutionizes portfolio management with an AI-enabled workflow that unifies tools, data, and processes. (456 words) - [SIX Introduces Unique AI to Boost Employee Capabilities with Generative AI](/content/en/blog/six-introduces-uniques-financegpt-to-boost-employee-capabilities-with-generative-ai.html): SIX launches SIX Sense to enhance employee efficiency with AI-driven access to internal information, boosting innovation in the Swiss financial market. (356 words) - [Unique Held The Second Strategic Advisory Board Meeting with Pictet, LGT and Partners Group](/content/en/blog/unique-held-the-second-strategic-advisory-board-meeting-with-pictet-lgt-and-partners-group.html): Discover the highlights and insights from Unique's second strategic advisory board meeting with Pictet, LGT, and Partners Group. (485 words) - [Exploring Secure GenAI in the Finance Industry with ExpeditionFinance](/content/en/blog/exploring-secure-genai-in-the-finance-industry-with-expeditionfinance.html): Explore how Unique's Chief Data Officer, Dr. Sina Wulfmeyer, discusses secure generative AI in financial services at the ExpeditionFinance series. (381 words) - [Unique On Tour: Strengthening Our Bond With Romandie Clients](/content/en/blog/unique-on-tour-strengthening-our-bond-with-romandie-clients.html): Discover Unique's recent tour to Geneva, where they strengthened their bond with Romandie clients and celebrated success with existing ones. (240 words) - [KYC - Client Research](/content/ai-factory/client-research-agent/index.html): Streamlines client discussion preparation and research by giving relationship managers fast, unified access to client data. (144 words) - [AI Adoption | Unique AI](/content/ai-adoption/index.html): Drive AI adoption with Unique AI's tailored solutions and continuous learning, ensuring your teams effectively deploy and scale AI for real business impact. (310 words) - [Banks Welcome AI: Insights from NZZ](/content/en/blog/banks-welcome-ai-insights-from-nzz/index.html): Swiss banks are embracing generative AI to enhance efficiency and customer service. Find out more in this NZZ article summary. (293 words) - [responsible-ai-for-private-banking](/content/responsible-ai-for-private-banking/index.html) (208 words) - [Unique AI Partners with Sixsentix to Elevate Enterprise QA](/content/en/blog/unique-ai-partners-with-sixsentix-to-elevate-enterprise-qa.html): Unique AI partners with Sixsentix to enhance enterprise quality assurance, streamlining testing processes and compliance for regulated industries. (403 words) - [Friday Learnings S3 E2: Robust Architecture Pt.2](/content/en/blog/friday-learnings-s3-e2-robust-architecture-pt-2.html): Learn about the challenges of building AI platforms in-house and the benefits of vendor collaboration. (261 words) - [About Us](/content/about-us/index.html): Meet Unique – a team of entrepreneurs and innovators. Learn about our mission, vision, and values! (185 words) ## About Pages - [Our Team](/content/team/index.html): Meet our diverse team of experts across global locations as we revolutionize the financial industry with innovative solutions powered by GenAI. (160 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives