Our framework is a direct, operational implementation of the definitive industry standard—the NIST AI Risk Management Framework (AI RMF). The AI RMF organizes the complex challenge of AI governance into four clear, actionable functions: GOVERN, MAP, MEASURE, and MANAGE. The MindLab platform is a direct, architectural implementation of this lifecycle.