Training and operational data protection, privacy, classification, and DLP systems.
Stand up AI data governance, inventory every corpus AI touches, and baseline the metrics that prove regulated data is not leaving governed stores for AI services.
Explore →Publish the priority compliance map and the minimum policy stack governing the data AI/HAI systems consume and produce, so every obligation reaches a named policy and a named owner.
Explore →Give the people who build and steward the corpora AI consumes the role-based AI security literacy and the practical guidance they need to make safe decisions without asking, in the Data domain.
Explore →Publish an archetype-level threat library for the Data domain, tagged to the HAI TTPs and MITRE ATLAS, so threat modelling starts from a reusable baseline rather than a blank page.
Explore →Publish a base security requirements pack per data archetype, every requirement carrying a testable acceptance criterion, so teams inherit requirements rather than negotiating them.
Explore →Publish reference architecture patterns and an antipattern catalogue for each data archetype, so the secure design is the default path rather than an achievement.
Explore →Establish a two-lane design review for data AI changes with a published checklist and service level, so review is predictable enough that teams route through it.
Explore →Review what was actually built against what was designed and required for data AI assets, at go-live, with findings tracked to closure.
Explore →Baseline a foundational security test battery per data archetype that asserts the controls actually hold, and run it before every release.
Explore →Run one backlog for data AI issues with an AI-aware severity taxonomy and published service levels, so AI findings age and escalate like everything else.
Explore →Publish and apply a hardening baseline for each data AI archetype, so the operating environment enforces the controls rather than documenting them.
Explore →Establish a logging baseline per data archetype and a detection set covering the top threats, with retention set by the longest applicable obligation.
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