Enabling AI adoption at scale through enterprise risk management framework – Part 2

This article provides a comprehensive guide to implementing an Enterprise Risk Management Framework (ERMF) for generative AI adoption, focusing on key areas of responsible AI implementation.

• Discusses adapting risk management frameworks for cloud and generative AI technologies
• Identifies eight critical control areas for responsible AI adoption:
  • Fairness
  • Explainability
  • Privacy and security
  • Safety
  • Controllability
  • Veracity and robustness
  • Governance
  • Transparency
• Recommends building organizational capability through:
  • Developing incident response plans
  • Creating training programs
  • Regularly updating risk management practices

The article emphasizes that successful generative AI implementation requires a holistic approach that balances innovation with robust risk management controls.