Governance & Ethics

Ensure ethical AI deployment through bias and compliance monitoring

Bias Detection Score

92.3%

Fairness Compliance

Explainability Index

78.5%

Decision Transparency

Ethical Compliance

98.7%

Guardrail Adherence

Audit Completeness

100%

Trail Coverage

Bias Detection by Agent Type

Agent Type	Demographic Parity	Equal Opportunity	Status
Hiring Agent	0.95	0.93	Compliant
Loan Assessment	0.91	0.89	Review
Customer Service	0.98	0.97	Compliant
Risk Assessment	0.94	0.92	Compliant

Explainability by Decision Type

Explainability %

Ethical Guardrail Violations (Last 30 Days)

Critical

Major

Minor

Regulatory Compliance

GDPR

Compliant

EU AI Act

Compliant

CCPA

Compliant

SOC 2

Pending

ISO 27001

Compliant

Recent Audit Events

Bias Review Completed

HR Agent - No issues found

2 hours ago

Explainability Threshold Alert

Credit Agent - Score below 70%

5 hours ago

Compliance Check

All agents - GDPR verification

1 day ago

Ethics Review Board Actions

Pending Reviews

3

Approved This Month

12

Review Categories

High-Risk Applications

Algorithm Updates

New Agent Deployments

Compliance Updates