Requirements live separately from operational data.
Teams manually connect regulatory requirements to events, actions and review records.
Compliance fails when the evidence cannot be reconstructed.
Operators may have policies, alerts and customer interactions in place, yet still struggle to prove what happened, why a control fired, what action followed and whether the outcome was evaluated.
Missing evidence is discovered too late.
A control may exist, but the records needed to prove it can be incomplete, inconsistent or unavailable.
Results are difficult to reproduce.
Without a clear requirement → test → evidence → result chain, review becomes slow and subjective.
Ask the question. Add the evidence. Prove the answer.
AI helps investigate. Governed tests determine the result. Every material conclusion stays traceable to source evidence.