Many firms aren’t ready to deploy agentic AI because their data and infrastructure aren’t prepared. The piece defines “AI-ready” as governed data, unified backends, MCP-aligned APIs, and built-in guardrails. It argues that making dependable agents requires data readiness and governance, not just building agents.