AI Governance

Policy enforcement, unapproved-tool exposure, and where compliance risk actually concentrates.

AI Tool Compliance

• Unapproved AI Tools % How do we know how many AI tools are in use across our organization, and what share of them haven't been reviewed or approved by IT?
• Unapproved AI Tools DAU % What percentage of our engineers' daily AI activity is happening on tools that haven't been approved by IT, and is that share growing or shrinking?
• Unapproved AI Tool Usage Rate Which departments have the highest rates of unapproved AI tool usage, and how do we prioritize governance intervention based on where the risk is actually concentrated?
• Top Unapproved AI Tools Which unapproved AI tools should our IT and security teams focus on first, and how do we rank them by actual activity rather than just by number of accounts?
• Department Map Which departments have the highest concentrations of shadow AI tool usage, and are there departments that look compliant only because they're not using AI at all?
• Shadow Stack Table What specific unapproved AI tools are our employees actually using, how intensively, and which ones need an immediate governance decision?