AI Governance / Healthcare Technology
Healthcare AI Governance & Risk Platform
A governance framework and technology solution designed to help healthcare organizations inventory AI systems, evaluate risk, document controls and monitor responsible AI implementation.
The Business Problem
As AI adoption accelerates, healthcare organizations need a structured way to know which AI systems are in use, what risks they carry and which controls are in place.
The Vision
A single AI inventory and risk register with documented controls, ownership and monitoring for responsible AI in healthcare.
My Role
Challenges
The Solution
Detailed solution narrative in development.
Inside the Solution
Behind the Build
A polished interface is only the visible layer. This section shows the data, architecture, engineering and design decisions behind the finished solution.
Solution Architecture
- 1AI System Intake
- 2Inventory & Classification
- 3Risk Assessment
- 4Control Documentation
- 5Monitoring & Review
- 6Governance Committee
Technology Stack
Security
- RBAC
- Audit Logging
AI
- AI Governance
- Responsible AI
Security, Privacy & Governance
Healthcare and AI solutions require more than functionality. They require deliberate attention to privacy, security, access, governance and responsible use.
Designed using HIPAA-aligned privacy and security principles.
Testing & Data Quality
- User acceptance testing
- Business-rule testing
Outcome
Demonstrated / Simulated Outcome
Outcome documentation is in progress. Results will be published here once validated against the demonstration dataset.
What I Would Build Next
- Alignment mapping to emerging AI regulations
- Automated model monitoring alerts
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