Evaluating AI vendors without buying the demo

A polished demo is not evidence. Ask who owns exceptions, what the accuracy threshold is before auto-action, and how the system explains a decision six months later.

REVNI 360’s diligence set is deliberately boring: integration to systems of record, human-in-the-loop design, audit, rollback, and the cost of the team who will operate it. If those answers are slides instead of working constraints, you are buying a pilot that will not leave the lab.