AI-Assisted Design Delivery
Building a working method inside a locked-down regulated toolchain
5 to 8projects with substantial AI-assisted delivery
Retirement · Internal, design practice · Private, regulated
AI adoption & design operations
AI used inside real constraints, with human review on every output and a method others can pick up.
I have used AI on regulated product work since before there was a process for it. The method I built at Empower worked inside a security-restricted toolchain, kept human review on every output, and was demonstrated to leadership on request. The lesson I would bring to any team is that adoption is a change program, not a tool rollout. Readiness, honesty about limits, and a method that fits the environment you actually have matter more than the newest model.
5 to 8regulated initiatives delivered with AI-assisted methods
0participant or personal data in any prompt
300+clinical operations staff readied for a new platform, the adoption problem without the AI vocabulary
Case studies
CIGNA CODE Runner
Getting 300+ clinical operations staff ready for a new platform
300+clinical operations staff ready on day one
Healthcare · Internal enterprise platform · Private