AI privacy governanceAI Data Rights and Deletion
AI data-rights and deletion processes handle access, correction, objection, restriction, portability, and erasure across datasets, models, embeddings, caches, logs, and derived outputs.
AI supply-chain securityAI Model Artifact Signing
AI model artifact signing uses cryptographic identity and provenance to verify the origin and integrity of models, adapters, prompts, and supporting files.
AI operational resilienceAI Operational Readiness Review
An AI operational readiness review verifies that ownership, support, monitoring, incident response, continuity, capacity, user guidance, and rollback are ready before production use.
AI product designAI Problem Framing
AI problem framing translates a business or public objective into a defined decision, target, user population, success measure, and set of constraints.
AI abuse preventionAI Resource Abuse and Denial of Wallet
AI resource abuse targets compute, tokens, storage, tool calls, or paid services to exhaust capacity or create excessive cost.
AI risk managementAI Risk Treatment Tracking
AI risk treatment tracking follows mitigation, transfer, avoidance, acceptance, or pursuit decisions from approval through implementation and validation.