AI Security Posture Management / AI-SPM

A holistic approach to the security of AI/ML systems across the lifecycle: continuous discovery of models, data, pipelines, and agents, and assessment of their exposure, permissions, and misconfigurations. It maps the AI supply chain, limits shadow AI, detects prompt injection and PII leaks at runtime, and supports auditing and compliance.