Critical RiskHealthcare
AI Medical Diagnosis Review
AI diagnostic tools can surface patterns clinicians might miss, but they also hallucinate and lack the contextual judgment trained physicians apply. GeraWitness intercepts every AI-generated diagnosis suggestion before it influences a treatment plan, routes it to a licensed practitioner for sign-off, and logs the decision with a cryptographic timestamp. EU AI Act Article 22 requires human oversight for high-risk medical AI; this workflow fulfils that requirement automatically.
What GeraWitness does here
- Prevents unreviewed AI diagnoses from reaching patients
- Creates legally defensible audit trail per MDR requirements
- Reduces clinician cognitive load while preserving accountability
- Flags edge-case AI confidence scores for specialist review
Applicable regulations & standards
EU AI Act Article 22HIPAAMDR 2017/745FDA 510(k) guidance
Gera Systems integration
This use case is built into GeraClinic. GeraWitness oversight is active by default for all high-risk actions on that platform.
Add oversight to your AI systems
GeraWitness integrates in minutes via webhook or MCP. Start with a free audit of your existing AI decision points.
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