All work
Advisory · Regulated Confidential
Healthcare AI
AI product strategy for clinical settings: build-ready PRDs, traceable data models, and HIPAA-staged rollouts.
Overview
Build-partner-ready AI product strategy for clinical environments, with the controls regulated work requires. Source-span-referenced data models for traceability, clinical scenarios that double as acceptance tests, and HIPAA-staged rollouts that run on synthetic data first with PHI-ready architecture and a formal compliance gate before any production patient data. Described by capability type only, with no client or company attribution.
Highlights
- Build-partner-ready PRDs for clinical workflow tools
- Source-referenced data models for full traceability
- Clinical scenarios that double as acceptance tests
- HIPAA-staged synthetic-to-production rollouts with compliance gates
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