AI should earn operational trust.

Verdify designs AI workflows around explicit boundaries, human approval, deterministic controls, systems of record, telemetry, exception review, and scorecards.

We do not recommend unchecked AI authority for irreversible, regulated, unsafe, customer-facing, or high-consequence actions. We do not treat governance as a PDF afterthought.

Our default posture is evidence-backed: define the workflow, name the boundary, log meaningful events, review exceptions, and expand only when the scorecard supports it.