Healthcare AI requires special compliance considerations. Navigate HIPAA and FDA requirements.
HIPAA Requirements
- PHI de-identification
- Encryption at rest/transit
- Access controls
- Audit logging
- Business Associate Agreements
AI-Specific Considerations
- Model bias testing
- Explainability requirements
- FDA medical device classification
- Clinical validation
Implementation Framework
- Risk assessment
- Data governance
- Model development
- Validation studies
- Deployment controls
Technology Stack
- Cloud: AWS/Azure HIPAA-compliant services
- MLOps: Databricks Healthcare
- Monitoring: Datadog HIPAA
Ready to Transform Your Organization?
One Frequency Consulting brings 25+ years of technology leadership and military discipline to every engagement. Our veteran-led team delivers measurable results where others fail.