80% Of Fortune 500 Run Agentic AI But Few Scale It

The Common Question

How do we move our AI pilots into full enterprise deployment?

The Lesson in This Case

Eight in ten Fortune 500 companies have adopted agentic AI, yet most are still running disconnected pilots with no clear path to scale. The organizations moving past that stall point share a common discipline: they define a specific financial objective first – cost reduction, revenue growth, or another measurable target – then rebuild the workflows around it rather than layering AI on top of broken processes. If your AI budget is producing pilots but not results, the missing ingredient is almost certainly a connected data and governance foundation, not more experimentation.

Originally reported by MIT Technology Review. Read the full story here.