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We do not publish prices.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.