A sensemaking commons for identity-aware AI security.
The IAAI framework maps how vendors, standards, and inter-pillar interfaces address enterprise AI security across five pillars. Every claim is grounded in evidence and curated by human editors.
The Five Pillars
View allIdentity-Aware Authorization Policy Management
Fine-grained, identity-driven access control for AI agents and resources.
Identity-Aware Retrieval
Retrieval that respects identity context and authorization boundaries.
Identity-Aware Abstraction
LLM and AI service gateways with identity-aware policy enforcement.
Post-AI Security Operations
Security operations adapted for AI-era threat detection and response.
Enterprise AI Governance
Policy, compliance, and risk frameworks for responsible enterprise AI.
Strategic Principle Hypotheses
Testable propositions about enterprise AI security, argued with evidence.
About this site
Start Making Sense is a practitioner-facing commons for enterprise AI security. Content is curated and editorially reviewed. All evidence sources and content provenance are clearly labeled on every item. Learn more