Shared notebook
Where the agent writes charts and findings — the same surface you see.
The notebook is empty
Run the pay gap story to watch an agent build charts and findings here — while the airlock counter stays at zero.
WebMCP · local-first analytics
Airlock is an analytics workspace where an AI agent profiles sensitive payroll data through WebMCP tools, not raw rows. Aggregates pass; individual values need your approval. Watch a full gender pay-gap review complete with zero cells released.
Agent analyzes
Tools return aggregates, not rows
You stay in control
Raw release needs explicit approval
Proof in the meter
Counter stays at zero in a normal review
Where the agent writes charts and findings — the same surface you see.
The notebook is empty
Run the pay gap story to watch an agent build charts and findings here — while the airlock counter stays at zero.