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 SafeRent case shows why vendor scores need validation for the exact population and decision where they are used. The lesson reaches any consequential eligibility decision.

A vendor score does not lower the governance bar. This executive brief gives leaders the SafeRent control questions for score validation, vendor accountability, and protected access decisions.

The SafeRent case shows why vendor scores need validation for the exact population and decision where they are used. The lesson reaches any consequential eligibility decision. Tags

The FTC alleged that DoNotPay marketed its service as the world's first robot lawyer without evidence adequate to support human lawyer level claims. The final order required monetary relief, consumer notice, and restrictions on specified future claims.

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.

The FTC alleged unsupported claims about an AI powered weapons detection screening product used in schools and other high volume venues. The case resolved through a stipulated order. Evolv did not admit wrongdoing, and the governance lesson is clear: safety claims need evidence before customers rely on them.

The FTC alleged unsupported claims about an AI powered weapons detection screening product used in schools and other high volume venues. The case resolved through a stipulated order. Evolv did not admit wrongdoing, and the governance lesson is clear: safety claims need evidence before customers rely on them.

In November 2025, Anthropic published a threat disclosure about a Chinese state-linked actor that had automated most of an active intrusion campaign using

Most organizations deploying AI right now are skipping the blueprint entirely and going straight to implementation. The NIST AI Risk Management Framework exists to fix that. Here's what it actually covers and why non-technical leaders need to understand it before their regulators do.

A federal sanctions opinion showed what happens when generated legal authority reaches a court filing without independent verification. Mata v. Avianca remains a clean governance lesson: AI output is not evidence until it is checked against the source.