Use cases

One platform, different value for each role.

Team leads

Meeting outcomes are scattered across personal notes; nobody can tell who promised what.

Summaries and action items right after the meeting, each linked to the source, assignable and trackable.

Finding anything means asking around and digging through mail and folders.

Ask in a knowledge space and get cited answers, limited to what you are allowed to read.

Staff use AI tools on their own; data flows and costs are invisible.

Every model call goes through the Gateway with budgets, quotas and audit, all in your own environment.

You want AI to handle routine work without doing anything you cannot undo.

Define what it may do with profiles and skills; irreversible actions always need a person.