Your Questions, Answered

No. AI governance platforms provide a structured place to inventory your technology and organize policies around it. They can also help you track that work against voluntary frameworks like the NIST AI RMF and ISO 42001.

Privlex monitors tangible outcomes at scale, under counsel, inside privilege. The goal is lawful operation and legal defensibility. Governance documentation is a byproduct.

We evaluate your deployment—the model, the prompts, the rules, and the people in the loop—through legal classifiers overseen by counsel. Compliance is rarely a property of a single model in isolation; it’s a property of a system in operation.

During configuration, we can run monitoring against a simulated data trail. Once live, the same instrument runs against reality, continuously.

Most statutes hold the deployer accountable for how an AI system operates, not the vendor. And vendors can rarely guarantee how their tools will behave in your environment—especially LLM-based tools, or tools working in concert with others.

So “the vendor handles it” isn’t a defense; it’s an assumption. Privlex monitors what your stack actually does end-to-end—your inputs, the vendor’s processing, your downstream actions—so you have real evidence of how those tools perform, not a contractual promise.

Audits are typically point-in-time assessments—backwards-looking and expensive.

Privlex offers continuous, real-time monitoring that can replace traditional audit cycles. Our findings flow to counsel under privilege, and you receive counsel-vetted remediations you can deploy quickly.

Federal enforcement ebbs and flows with each administration; the underlying law doesn’t. All 50 states have substantial consumer protection authority, and many are ramping up with new statutes, new bulletins, new AG sweeps, several with private rights of action that don’t wait on federal posture.

The case for now is simple: exposure accrues while you wait, and you can’t monitor outcomes you never captured.

A pause covers the program you authorized, not the tools your people already reach for — browser copilots, chatbots, third-party extensions. The official program is the part you can defend; the rest is exposure you can’t see.

Because our modules monitor outcomes rather than deployments, they catch employee-discretion use just as readily as anything you rolled out on purpose. The pause buys you time. It doesn’t buy you safety.