Role ExposureFintech evidence map
Snapshot 18 Oct 2026PUBLIC

■ ABOUT · WHO MEASURES AND HOW

Independent by construction.

Role Exposure measures what AI systems actually do inside financial-services roles, task by task, under the controls real institutions use. Protocols are frozen before any run, zero-tolerance failures act as gates rather than deductions, and the human remainder is a headline result. Where we have not measured, the map says so: empty means untested, never safe.

INDEPENDENCE RULE

The outcome cannot be bought. A run that fails is published under the same rules as a run that passes. If measurement is ever sold, the customer pays for the process, never for the score.

Corrections against primary sources are welcome. Superseded results stay in history; nothing is silently edited.