For universities

AdaptIQ at your university

AdaptIQ runs as your university’s own site, under your name, with the controls a university needs around content, people and AI.

15
exercise types, from flashcards to labelling a 3D model
4
levels the AI chat works at, from a whole module down to a single practice set
3,432
named structures in the 3D anatomy atlas
For your university

What your university gets.

Your own branded site

Each site has its own name, tagline, favicon and subject modules, and its own database and object store.

Single sign-on

SAML 2.0 single sign-on support for university identity providers. New SSO accounts wait for an administrator’s approval.

Module permissions

A module can name the teachers who may edit it; other teachers cannot change it.

Every change versioned

Every teacher or AI save of a lesson or exercise is stored as a revision that an administrator can restore.

AI on a budget

A daily AI budget per site that fails closed, per-teacher rate limits, and the cost of every content build shown as it runs.

AI that stays in its lane

Uploaded text is treated as data, never as instructions. AI output passes an allow-list filter, and AI actions are audit-logged.

MCP-compatible tools

The assistant’s 22 tools form a Model Context Protocol registry, served as JSON-RPC 2.0 and bound to one conversation and the teacher’s module rights.

Self-hosted stack

Each site runs as its own self-hosted stack — PostgreSQL, Redis, Qdrant and an S3-compatible object store — with a separate database and object store for every site.

Light and dark, legible

Module accent colours from eight presets, each checked for 4.5:1 contrast. Light, dark or system appearance, set per user.

Let’s talk about your university

We will show you AdaptIQ on your own course material and answer the questions your IT and data-protection teams have.