M3CA Atlas, AI — Analyst desk showing an assistant answer with citations linked back to source documents

AI — Beta

M3CA Atlas

Atlas indexes the material your organisation already has and answers questions against it, showing the source for each claim. Permissions follow the person asking, so nobody sees a document through the assistant that they could not open directly.

AIStatus — BetaM3CA OS

Demo

Retrieval with a citation behind every answer — Two analysts comparing an answer-quality evaluation scoreboard against tabbed source documents on a night desk
Retrieval with a citation behind every answer

Capabilities

What it does, in short.

  • 01

    Cited answers

    Every response links to the passage it came from.

  • 02

    Permission-aware

    Retrieval respects the asker's existing access rights.

  • 03

    Evaluation harness

    Score answer quality against your own test set on every change.

  • 04

    Connectors

    Drive, SharePoint, Notion, Confluence and plain file drops.

M3CA Atlas, AI — Knowledge architect reviewing a permissions map of document clusters and access tiers on a dark screen wall

AI

Knowledge layer over your own documents, with a citation behind every answer.

How it is engaged

We do not publish prices. Scope, scale and sector move the number too much for a list to be honest, so every engagement is quoted from your brief.

Team

Up to 25 seats, 50k documents.

Business

SSO, permissions sync, analytics.

Self-hosted

Runs inside your own tenancy.

Request a quote

Roadmap

  • 2026 Q2Permission syncShipped
  • 2026 Q4Voice interfaceIn progress
  • 2027 Q2Agent actionsPlanned

How it is run

  • 01

    Documentation

    Setup, data model and operational runbooks are issued to every customer at kickoff.

  • 02

    API

    A documented HTTP API covers every action available in the interface.

  • 03

    Support

    Named engineer, agreed response targets, and a monthly report you can forward.

Start

See M3CA Atlas on your own data.

Demos run on a sandbox seeded with material you provide, so you are looking at your work rather than ours.