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Your AI Stack Needs a Control Plane
Your AI Stack Needs a Control Plane
This article explores why modern AI systems need more than just models and prompts — they need a control plane. It breaks down how orchestration, observability, and governance become critical as AI stacks grow in complexity. A sharp read for teams building serious, production-grade AI infrastructure.
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In the first article on our Augmented, Not Artificial series, we observed that the biggest barriers to realizing agentic AI’s potential in the enterprise are cultural, not technical. The models are ready. The infrastructure is ready. What isn’t ready is how most orgs think about software, ownership, and performance.

