Definition #
Automated tools tracking AI decision patterns against ethical guidelines and legal requirements.
Key Characteristics #
- Bias drift detection
- Transparency reporting
- Impact assessments
- Audit trail generation
Why It Matters #
Meets EU AI Act mandates for high-risk systems. Reduces compliance fines by 92%.
Common Use Cases #
- Healthcare diagnostic AI oversight
- Loan approval system audits
- Recruitment tool monitoring
Examples #
- PwC Responsible AI Toolkit
- OneTrust AI Governance
- IBM Watson OpenScale
FAQs #
Q: Frequency of checks?
A: Real-time monitoring for critical systems, weekly scans for others.
Q: Custom rule support?
A: Yes - import company-specific ethics policies as validation rules.