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Operate clearly. Scale safely.

I design operating models, guardrails, and data standards so regulated teams can move fast without bleeding risk.

25–40% reduction in decision latency
95–99% requests triaged within SLA
pipeline coverage, steady delivery

Where I help

Decision rights & governance

  • Minimal viable governance
  • Charters and change control that speed work
  • Risk board + exception tracking

Interoperability & data standards

  • USCDI/FHIR/TEFCA mapping
  • Lineage, versioning, test harnesses
  • Evidence and audit trail

AI guardrails

  • Use‑case register + risk screen
  • Policy, consent, and monitoring patterns
  • Outcome dashboards