The Rite Aid case shows why a biometric match needs verification, limits, and evidence before anyone acts on it. The lesson reaches any system where an AI or biometric output can trigger action against a real person.

A biometric match does not lower the governance bar. This executive brief gives leaders the Rite Aid control questions for match verification, employee limits, and stop conditions.

A biometric match does not lower the governance bar. This executive brief gives leaders the Rite Aid control questions for match verification, employee limits, and stop conditions.

The FTC alleged IntelliVision made unsubstantiated claims about facial recognition accuracy, bias, training-data scale, and anti-spoofing performance. The matter resolved through a final order with no admission and no monetary relief. The governance lesson: a fairness claim needs group-level evidence before it reaches a customer.