AI resilienceAI Deactivation and Contingency Controls
AI deactivation and contingency controls let an organization pause, limit, localize, roll back, or replace an AI capability when risk exceeds tolerance.
AI safety engineeringAI Guardrail Engineering
AI guardrail engineering implements enforceable limits around model inputs, outputs, tools, data, and operating conditions.
Generative AI application securityAI Output Validation
AI output validation treats generated text, code, commands, queries, and structured data as untrusted until the consuming system verifies it.
AI architectureAI Shared-Responsibility Mapping
AI shared-responsibility mapping assigns control duties across model providers, cloud platforms, application teams, data owners, users, and oversight functions.
AuthorizationAccess Control Lists on Hosts
Host access control lists extend basic owner-group-other permissions with named user and group entries, default inheritance, and more precise authorization for shared files and directories.
Assurance practiceAccess Reviews and Recertification
Access reviews verify that users, services, groups, roles, and privileged accounts still need the permissions they hold.