Find every AI tool, agent, and shadow account in your estate.
You can't govern what you can't see. Govern360 discovers every AI system, agent, and identity across the signals you already have — classifying each as sanctioned, under review, or shadow, with the people and risk behind it. That inventory is your AI sprawl assessment.
AI sprawl is the uncontrolled spread of AI tools, agents, and Copilots across an organization faster than anyone can inventory or govern them. An AI sprawl assessment is the process of discovering every AI system in use — sanctioned, under review, and shadow — and attaching an owner and a risk level to each.
The problem
AI is being deployed faster than anyone can govern it. Teams adopt tools and stand up agents independently, and no central owner can say which AI is active. The instinct is to estimate; the result is an unknown risk surface that shows up first as productivity and later as duplicated spend, conflicting decisions, and an attack surface nobody mapped.
How Govern360 handles it
Discover. Govern. Control — applied to this problem specifically.
Continuous discovery across SaaS, OAuth grants, identity sign-in signals, network telemetry, and an optional managed browser extension — no manual inventory, no agents required to start.
Every detected tool is labeled sanctioned, under review, or shadow, with per-tool risk scoring and vendor data-handling flags, plus autonomous-agent and foundation-model tracking.
Each AI system is attached to a user, team, and owner, so the inventory becomes an accountable register rather than a one-time scan.
Questions, answered
How do I find shadow AI in my organization?
Govern360 combines SaaS and OAuth-grant analysis, identity-provider sign-in signals, SIEM telemetry, and an optional managed browser extension to surface every AI tool in use, then classifies each as sanctioned, under review, or shadow with the users and risk attached.
What is the difference between shadow IT and AI sprawl?
Shadow IT is unsanctioned software in general. AI sprawl is harder and more dangerous because AI tools ingest sensitive data into prompts, can act autonomously as agents, and create non-human identities — so an unmanaged AI tool is both a data-leak path and an authorization risk, not just an unapproved app.
How long does an AI sprawl assessment take?
Read-only connection takes about five minutes per integration with no agents or static keys, and a first AI inventory and risk surface typically appears within hours.