White Paper
The Definitive Guide to Managing Artificial Intelligence Risk
The April 2025 Definitive Guide to Managing AI Risk outlines a holistic framework for building trust and accountability in AI systems. It emphasizes governance across the AI lifecycle, from design to deployment, and highlights the need for transparency, fairness, and resilience. Key practices include AI risk assessments, robust data management, continuous monitoring, and clear accountability structures. The guide also stresses alignment with global regulations like the EU AI Act and emerging US standards. By integrating technical, ethical, and legal safeguards, organizations can mitigate risks, unlock business value, and scale AI responsibly in high-stakes environments.