Shadow Agents: Find and Govern Unsanctioned AI Agents
DataRobot, Monday, June 22nd, 2026
DataRobot explains how enterprises can identify and govern unsanctioned AI agents operating outside approved workflows.
The article addresses 'shadow agents', AI systems that operate beyond official governance structures. As teams prototype and deploy agents faster than enterprises can establish controls, these unsanctioned systems can access sensitive data, trigger workflows, and take actions without visibility or audit trails.
DataRobot outlines a four-step approach: identifying where agents already exist, determining their access levels, assigning clear ownership and scope, and implementing runtime monitoring with audit capabilities.
The core argument is that effective governance reduces friction in approved deployment paths, making compliant approaches more practical than workarounds.