How to Discover, Monitor and Manage Shadow AI Across the Enterprise
Kovrr, Monday, July 20th, 2026
Organizations need layered detection to find and govern the unauthorized AI tools employees are already using.
Shadow AI, meaning unapproved AI tools used by employees, creates data exposure, compliance violations and operational blind spots.
The article reports that 57% of employees use AI without formal approval, threatening intellectual property and regulatory compliance.
Detection methods include browser-level telemetry, identity monitoring, network analysis and DLP, but no single method catches everything.
Organizations should layer these approaches and pair them with governance workflows that automatically assess risk, map compliance obligations and quantify financial exposure whenever a new tool is discovered.