What is AI Security Posture Management (AI-SPM)?
AI-SPM is a market term for capabilities that inventory AI assets, identify exposures or misconfigurations, and assess policy alignment across models, data stores, RAG pipelines, agents, identities, SaaS use, and cloud services. There is no single standards-body definition or required feature set; stated coverage must be examined.
Ai security posture management should be assessed in the context of the system, data flows, identities, integrations, and decision consequences. A precise boundary helps owners evaluate the exposure without overstating what one control can achieve.
What is AI Security Posture Management (AI-SPM) used for?
AI-SPM can help discover AI use, establish ownership, surface configuration gaps, and prioritize remediation.
It complements (but not doesn’t replace!) IAM, cloud posture management, data security, secure development, and AI governance. Evaluate discovery scope, data lineage and identity representation, tested controls, and integration with operational workflows. It is not a compliance certification or autonomous risk program.
