Shadow AI Detection
Description
Detect unauthorised / undocumented AI workloads (MITRE ATLAS AML.T0011 — User Execution). The Tier 3 watcher's first-class CRD watch turns shadow AI from an audit-week panic into a real-time signal.
⚠️ Risk Impact
Shadow AI is the #1 emerging cloud risk. Engineering teams deploy KServe / Kubeflow / Ray faster than security can review them. Without continuous discovery, the first time you learn about a production AI workload is when it's compromised.
🔍 How EchelonGraph Detects This
EchelonGraph's Tier 1 Cloud Scanner automatically checks for this condition across all connected cloud accounts. Violations are flagged as high-severity findings with remediation guidance.
🔧 Remediation
Monitor live K8s topology for unexpected KServe / Kubeflow / Ray / Seldon / Run:ai CRDs; require approval workflow for new AI workloads; integrate with admission controllers.
🎯 MITRE ATT&CK Mapping
📈 Business Value
EchelonGraph is the only commercial security platform that ships shadow AI detection as a productized framework with mapped compliance evidence — an industry-first capability.
🔗 Cross-Framework References
Automate AI Workload Compliance MITRE-ATLAS-AML.T0011 compliance
EchelonGraph continuously monitors this control across all your cloud accounts.
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