Agent Sprawl Without Governance: No Ownership, Review, or Deployment Controls When Non-Engineers Build Tools with AI Agents

Summary

Companies are pushing AI agents into the hands of non-engineers (traders, marketers, ops, product teams), and the predictable result is agent sprawl: scripts and agents built on desks go into daily use without review, testing, or deployment controls, crossing information barriers and touching sensitive data with no named owner. Firms are now forced to retroactively restrict access (e.g., limiting a coding agent to a subset of engineers) because there is no system that tracks who built which agent, what data it can touch, and who signs off before it runs. Existing chat/agent builders offer no ownership graph, approval workflow, environment isolation, or audit trail — so organizations either block agent creation entirely (killing the productivity win) or accept unmanaged risk. This is a growing, high-stakes, unsolved gap as every team tries to build conversational and task agents without extra governance infrastructure.