SOAP as the Control Plane for AI: Why Everything Runs—And Still Isn’t Under Control

While AI models may function correctly, many projects fail in production because they lack a centralized system to manage fragmented workflows and unpredictable dependencies. The article proposes using a Service Orchestration and Automation Platform (SOAP) as a "control plane" to provide the visibility and governance necessary to transform disconnected AI processes into a reliable, enterprise-grade system.