The New AI Stack: Part 5

Part 5 of a 5-part series on building enterprise infrastructure for autonomous AI

From Understanding to Execution

If you've followed along through Parts 1–4, you now grasp what MCP and agent networks do, and how to design them. The real test is execution. That's the gap too many organizations stumble over: turning vision into a 24‑month transformation while keeping the business running.

Many firms have deployed AI in some form, yet far fewer report substantial ROI. McKinsey finds that just 1% of organizations consider their AI deployments "mature", even as most increase investment. Understanding isn't the barrier—the challenge is strategic, operational, and organizational.