Today, teams are already using dozens of agents across tools and workflows, but it's chaotic. There is no visibility into what's being used, no clear ownership, no consistent way to measure performance, and no mechanism to share what works. Employees are bringing their own AI tools, connecting them to proprietary data, and building workflows that nobody else can see. As a result, companies are overspending, duplicating effort, leaking data, and failing to scale successful patterns.