Agent sprawl is a significant challenge for enterprises scaling AI, as it leads to the creation of numerous AI agents without a unified management system, resulting in compliance and security issues. The proliferation of agents across various teams can create redundant efforts, lack of oversight, and increased security risks, especially when they handle sensitive data. The solution is not to minimize the use of agents, which can be highly beneficial, but to implement an agent registry—a centralized system that organizes, tracks, and governs AI agents, ensuring compliance and enabling efficient inter-agent communication. This registry acts as a single source of truth, helping IT departments manage agent access, maintain security standards, and reduce redundancy, ultimately mitigating the risks associated with agent sprawl.