AI is disrupting compliance
AI is moving into healthcare faster than compliance frameworks can keep up. This site documents the questions, decisions, and trade-offs involved in getting it right.
AI moves fast. Compliance can't keep up. Something has to change.
AI is moving into regulated industries faster than compliance frameworks can keep up — healthcare, finance, HR, and beyond all face some version of the same problem: how do you adopt AI without creating risk you can't audit or defend later? This site focuses on healthcare and SDOH specifically, where the stakes (and the gaps) are especially high, but the questions and frameworks here apply broadly. It's a working record of what it takes to close that gap.
Three content previews
The Protocol
A framework for thinking about AI compliance earlier in the development process — before it becomes a legal or audit problem.
Guardrail
A concept for AI compliance tooling built specifically for healthcare. Architecture, design decisions, and open questions — documented as they happen.
The Blog
Notes on AI governance, HIPAA's blind spots with AI, vendor evaluation criteria, and real-world decision points companies are facing right now.