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Data Governance & AI Assurance

This category defines policy and assurance guardrails for data-heavy and AI-enabled security systems. It focuses on standards, accountability models, and rights-aware implementation choices. It complements the other categories by governing how security technologies should be deployed, not by replacing response, research, training, or tooling work.