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AI Security Posture Management: A Practical Buyer's Guide

🔒 AI-SPM is emerging to protect AI/ML pipelines, cloud-hosted models and large datasets without moving data. The guide outlines core capabilities — agentless access, data classification, pipeline protection, model monitoring and compliance checks — and summarizes offerings from vendors such as Cyera, LegitSecurity, Microsoft, Orca and Palo Alto Networks. It also advises reviewing standards like MITRE ATLAS and OWASP LLM when evaluating tools.