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AI Governance Framework

Overview​

Effective AI governance balances innovation enablement with responsible risk management. Think of it as building guardrails that protect while empowering teams to move fast and create value.

Enablement Focus​

Innovation Support​

  • Rapid Prototyping
  • Experimentation Framework
  • Tool Access
  • Knowledge Sharing

Team Empowerment​

  • Clear Guidelines
  • Self-service Resources
  • Training Programs
  • Best Practices

Protection Focus​

Risk Management​

  • Security Controls
  • Data Protection
  • Model Monitoring
  • Ethical Guidelines

Quality Assurance​

  • Testing Standards
  • Review Processes
  • Compliance Checks
  • Performance Metrics

Implementation Guide​

Key Principles​

  1. Enable fast while staying safe
  2. Make guidelines clear and practical
  3. Build security into the process
  4. Monitor and adapt as needed
  5. Keep teams informed and trained