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https://s3.dualstack.us-west-1.amazonaws.com/ai.consulting/agentic-complex-systems-design.html AI governance framework A traceability matrix is a structured tool used to connect business requirements, system specifications, development tasks, testing activities, and deployment outcomes. In AI projects, a traceability matrix helps teams maintain visibility across the entire development lifecycle, ensuring that every requirement is properly implemented and validated.

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