Deploying autonomous agents without a governance model is a critical operational risk. Unlike static models, agents make independent decisions that can have real-world consequences, from financial loss to regulatory non-compliance. A formal governance framework establishes a change advisory board (CAB), defines risk categories for agent actions, and implements automated compliance checks to ensure behavior aligns with policies like the EU AI Act. This guide provides the blueprint for building that essential oversight layer.




