What is a Clinical AI Registry?
Understanding structured governance of artificial intelligence systems in healthcare organisations.
As hospitals adopt artificial intelligence technologies across clinical and operational workflows, maintaining visibility and governance oversight becomes essential.
A Clinical AI Registry is a structured inventory documenting AI systems deployed within a healthcare organisation.
The Governance Challenge of AI in Healthcare
Healthcare organisations increasingly deploy AI technologies across departments including radiology, pathology, clinical decision support and operational workflows.
These systems may be:
- •deployed independently by different departments
- •procured through various channels
- •subject to different levels of governance oversight
- •classified according to varying risk frameworks
Without a central registry, hospital leadership may lack visibility into which AI systems are deployed, how they are governed and what risks they present.
What a Clinical AI Registry Documents
A structured Clinical AI Registry typically documents:
System Identification
AI system name, vendor, version and deployment date
Clinical Context
Department, clinical purpose, intended use and user groups
Risk Classification
Risk level assessment, clinical impact evaluation and regulatory classification
Governance Status
Review status, approval history and ongoing monitoring requirements
Lifecycle Stage
Current deployment stage, validation status and maintenance schedule
This structured documentation enables leadership teams to maintain oversight and make informed governance decisions.
EU AI Act Context
The European Union Artificial Intelligence Act introduces regulatory requirements for AI systems deployed in healthcare settings.
Many clinical AI systems will be classified as high-risk under the regulation, requiring:
- •risk management systems
- •data governance and quality requirements
- •technical documentation and record-keeping
- •transparency and user information
- •human oversight measures
A Clinical AI Registry supports organisations in preparing for these requirements by providing structured documentation and governance workflows.
Lifecycle Governance Agency™ Approach
Lifecycle Governance Agency provides a structured framework and platform for implementing Clinical AI Registries in healthcare organisations.
The platform supports:
- •centralised documentation of AI systems
- •structured risk classification workflows
- •governance review tracking
- •lifecycle monitoring and oversight
- •leadership visibility and reporting