Fraud detection platforms flag irregular patterns in recorded transactions. They do not identify the vendor relationship that has become commercially unfavorable over time. They do not flag the expense pattern that reads as irregular and they do not catch the access level that was never update following a role change.

What lives in behavior, judgement, and trust requires human oversight- the kind that comes from years of operating inside institutional environments where financial controls have material consequences.