What is agent sprawl?
By Arun Mohan, Founder & CEO, Onepane · Last updated: June 26, 2026
Agent sprawl is the uncontrolled growth of AI agents across an enterprise — agents built by different teams, on different frameworks and clouds, with no central registry, cost view, governance or accountability. Like shadow IT before it, agent sprawl creates invisible cost, ungoverned risk, and an inability to say which agents are running or which ones earned their keep.
Signs of agent sprawl
- No one can list every agent the company runs.
- Agent cost is scattered across several clouds and bills.
- No single owner can say which agent returned value.
- An agent can change a live system with no audit trail or undo.
Is agent sprawl the same as shadow IT?
It's the agent-era version. Shadow IT was ungoverned software and SaaS; agent sprawl is ungoverned autonomous software that can act on live systems — which raises the stakes on governance, rollback and cost accounting.
Why agent sprawl is a problem now
Adoption is outrunning the ability to operate agents safely: most enterprises use AI, but only a minority can scale agentic systems, and Gartner expects 40%+ of agentic AI projects to be cancelled by end of 2027 for unclear value, cost and risk (Gartner, Jun 2025). Sprawl is a leading cause.
How to manage agent sprawl
- Build one registry of every agent, whoever made it.
- Put per-agent cost in one cross-platform view.
- Attach ROI to each agent so you know which to keep.
- Add governance and rollback so agents can run on production safely.
This is what an agent control plane does — the broader category is the Agent Management Platform — and what Onepane does independently, across every platform.
Common questions.
What causes agent sprawl?
Different teams build agents on different frameworks and clouds with no shared registry, cost view or governance, so the fleet grows faster than anyone can track it.
How do you stop agent sprawl?
You centralize every agent into one governed registry with per-agent cost, ROI and rollback — an agent control plane — so the fleet is visible, accountable and recoverable.