AI strategy for regulated environments
Hansley AI helps organizations in healthcare, research, finance, and education build AI platforms that work within their compliance reality — not around it.
I help organizations that handle regulated data get from "we want to use AI" to a platform that's actually running — with the architecture, governance, and compliance posture to back it up.
Design the technical architecture for institutional AI platforms — model proxy layers, RAG pipelines, identity integration, and the metering and chargeback systems that make them sustainable.
PHI flow analysis, trust boundary documentation, and security architecture that satisfies your compliance team without killing the project.
Architecture decision records, responsible AI frameworks, and the governance artifacts that turn ad-hoc technical choices into a defensible strategy.
Retrieval-augmented generation systems that connect your people to institutional knowledge — policy documents, technical manuals, research corpora — with proper access controls.
I'm Bill Hansley — a Distinguished Architect with 30+ years in healthcare IT and enterprise systems. I've spent my career building platforms in environments where data sensitivity isn't optional and compliance isn't a checkbox.
I've designed and built production AI platforms that serve thousands of users in regulated environments — handling everything from the model proxy architecture and RAG pipelines to the PHI boundary analysis, HIPAA controls, and architecture review board packages that keep the compliance office satisfied.
Hansley AI is how I bring that experience to organizations that need it. If you're trying to figure out how to get AI working with your sensitive data, I can help you get there without the 18-month committee process.
If you're sitting on sensitive data and wondering how to put AI to work without a compliance nightmare, drop me a line.
bill@billhansley.com