Platform / Cloud AI posture
Cloud AI Posture
Continuous posture scoring for the managed AI services your teams run on AWS, Azure, and GCP - drift detection, residency checks, and encryption-at-rest verification through a least-privilege read-only role.
Last reviewed June 2026
Problem
The gap Cloud AI posture closes
Foundation-model services, vector stores, and ML platforms get provisioned by application teams in cloud accounts security does not watch. Misconfigured residency, disabled encryption, or silent drift on a hosted AI service stays invisible until an audit finds it.
How Penaxtra approaches it
How Penaxtra delivers Cloud AI posture
Penaxtra connects to each cloud account through a read-only role and continuously evaluates the managed AI services in scope. It scores configuration drift, data-residency posture, and encryption-at-rest, fails safe to indeterminate when a permission is missing rather than reporting a false pass, and maps each finding to the same control catalogue as the rest of the platform.
Technical capabilities
Cloud AI posture capabilities
Least-privilege read-only role; no write access to your accounts
Configuration drift detection between scans
Data-residency and region checks
Encryption-at-rest verification
Fail-safe to indeterminate when a permission is unavailable, never a false pass
Compliance mapping
Cloud AI posture compliance mapping
Maps to NIST AI 600-1 GOVERN and MANAGE actions, ISO/IEC 42001 operational controls, and EU AI Act Article 15 (accuracy, robustness, cybersecurity) and Article 10 (data governance).
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