Unique AI for IT Operators

Unique AI for IT Operators

Unique AI is an enterprise AI platform available as SaaS or self-hosted. It integrates with your data, supports most providers LLMs and embeddings, and provides fine-grained governance across the platform. Every layer — infrastructure, configuration, and integrations — is customisable to your organisation's requirements.

Who This Is For

This documentation is for the technical teams responsible for evaluating, implementing, and operating the Unique AI platform: IT administrators, solution architects, security engineers, infrastructure engineers, and technical project managers.

At a Glance

Section

Description

Section

Description

Service Models

Deployment options — SaaS and Self-Hosted (Azure, AWS, OpenShift). Architecture overviews, prerequisites, and step-by-step implementation guides for each model.

Identity and Access Management

Authentication and authorisation architecture, identity federation via SAML and OIDC, user provisioning, and role-based access control across the platform.

Integrations and Connectors

Data source connectivity through the MCP Hub, available connector types, API integration patterns, and guidance for building custom connectors.

Operations

Platform update lifecycle, release management, health monitoring, alerting, and incident management procedures.

Custom Models and Embeddings

Model selection and embedding configuration, including support for bringing your own models and embeddings into the platform.

How to Use This Documentation

Journey pages follow the implementation lifecycle in order. Each page covers a specific stage with checklists, responsible parties, and criteria that must be met before proceeding.

Technical briefs provide in-depth coverage of a single domain across the full lifecycle. They are referenced from journey pages at relevant points and can be consulted independently.

Playbooks address specific scenarios such as variant deployments, environment promotion, hardening, and incident response. Journey pages link to the applicable playbook when a scenario arises.

Start Here

Follow a process

If you need to...

Start with

If you need to...

Start with

Evaluate the architecture, requirements and security & compliance for a self-hosted environment

Self-Hosted → Evaluate

Begin a self-hosted implementation

Self-Hosted → Foundation

Provision your Azure cloud environment

Platform Tracks → Azure → Prepare

Provision your AWS cloud environment

Platform Tracks → AWS → Prepare

Onboard onto SaaS

SaaS → Onboarding and Provisioning

Understand a topic in depth

If you need to...

Read

If you need to...

Read

Assess the security and compliance posture

Security & Compliance Brief

Plan infrastructure costs and capacity

Cost Model Brief

Understand integration patterns and data flows

Integration Architecture Brief

Solve a specific challenge

If you need to...

Use

If you need to...

Use

Implement a non-standard deployment model

Variant Deployment Playbook

Promote from dev/PoC to production

Environment Promotion Playbook

Harden the platform before go-live

Day-2 Hardening Playbook

Handle a production incident

Incident Response Playbook

The playbook and brief titles above are illustrative — actual content will be linked as it becomes available.