Data Governance & Shadow AI
Discover unauthorized AI usage, maintain a service registry, and enforce approval workflows for new AI integrations.
Features
Shadow AI Discovery
Detect unauthorized AI API calls across your network. Identify which teams are using which AI services outside of approved channels.
Service Registry
Central registry of all approved AI services, models, and providers. Each entry includes: owner, risk classification, data sensitivity level, and compliance status.
Approval Queues
New AI service requests go through an approval workflow. Reviewers assess risk, data sensitivity, and compliance impact before granting access.
Data Classification
Tag AI workloads with data sensitivity levels (public, internal, confidential, restricted). Enforce policies based on classification — e.g., no confidential data to external models.
Usage Reporting
Monthly governance reports showing: approved vs. shadow AI usage, data flow analysis, risk posture changes, and policy violation trends.