Experienced compliance and AI governance operator building practical AI systems for regulated work, agentic workflows, and operational clarity.
Compliance is about winning hearts and minds. That is the operating principle behind my work across Medicare Part D, MA-PD, CMS audits, formulary governance, audit readiness, and regulatory operations.
I spent 20+ years inside regulated healthcare programs, including zero-finding CMS audit work and a first-of-a-kind MPPP audit readiness product that generated $1.4M in client impact. Now I build daily with Claude, Codex, Gemini, and AI-native workflows to turn regulatory complexity into clearer systems.
These projects are small, practical tools for making AI-assisted work easier to track, review, and operationalize.
| Repo | Focus | Why it matters |
|---|---|---|
| shiplog | Operational clarity | A single-file dashboard for tracking AI-assisted requests, outputs, status, and handoffs across sessions. |
| agentic-auth | Agent-ready applications | A Claude skill that generates auth.md files and integration checklists for apps that need to support agent authentication. |
| prompt-coach | Workflow quality | A Claude skill that adds one relevant prompting improvement after substantive requests. |
| shiplog-widget | Session visibility | A Claude skill for logging deliverables and rendering a concise recap before a productive session disappears. |
| renderrepo | Visual provenance | A JSON registry for tracking AI-generated visuals, source prompts, file locations, and publish status. |
I build tools around the parts of AI adoption that are easy to underestimate: audit trails, review loops, provenance, handoffs, authentication, and the human trust required to make new systems useful.
The throughline is grAIce Tech: practical AI systems for regulated work, agentic workflows, and teams that need clarity before scale.
LinkedIn · Email · grAIce Tech