AI Glossary
AI Review Board
An AI Review Board is a cross-functional group responsible for evaluating significant AI projects to ensure they meet governance, risk, security, and compliance requirements before deployment.
AI Review Board
Overview
Some AI systems have a greater potential impact than others.
High-risk systems often require formal review before they are approved for deployment.
Many organizations establish an AI Review Board for this purpose.
An AI Review Board is a cross-functional group responsible for evaluating significant AI projects before and throughout deployment.
The board may review:
- Risk assessments
- Fairness testing
- Security evaluations
- Governance documentation
- Regulatory compliance
- Business impact
- Human oversight plans
A helpful way to think about an AI Review Board is an architectural review committee.
Before construction begins, experts evaluate the plans to ensure they meet safety and quality standards.
AI Review Boards perform a similar role by evaluating AI systems before they are approved.
Review boards support AI Governance, AI Assurance, and AI Risk Management.
Why It Matters
AI Review Boards improve oversight, strengthen governance, reduce organizational risk, and encourage responsible AI adoption.
Real-World Example
Before deploying an AI system that assists with medical diagnoses, a hospital’s AI Review Board evaluates fairness testing, documentation, security assessments, and governance approvals before authorizing deployment.
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