Agentic AIAI Agents and Tool Use
An AI agent selects actions and invokes tools, services, or workflows to pursue a goal across multiple steps.
AI operationsAI Feedback Loops
AI feedback loops occur when a system's outputs influence the future data used to evaluate or retrain it.
AI governanceAI Governance Roles and Accountability
AI governance roles assign decision rights and obligations across executives, business owners, developers, data stewards, security, privacy, legal, risk, and users.
AI risk managementAI Risk Scenario Analysis
AI risk scenario analysis describes a plausible chain from threat, vulnerability, error, misuse, or change through affected assets, stakeholders, and consequences.
AI security managementAI Security Metrics Governance
AI security metrics governance defines which measures support decisions, how they are calculated, who owns them, and how limitations and thresholds are communicated.
Security principleAccountability
Accountability makes people, roles, services, and organizations answerable for security decisions and actions by assigning ownership and preserving reliable evidence.