Jeff Winter 9/3/26 Jeff Winter 9/3/26

Why AI Success Creates More Work Than Expected

AI pilots are designed to prove that the technology works, yet they rarely expose the infrastructure, data, ownership, process changes and permanent costs required when it does. Every successful pilot contains a miniature operating model, and CIOs should understand exactly what they are bringing through the gate.

Jeff Winter 8/20/26 Jeff Winter 8/20/26

Why More AI Use Cases Can Produce Less AI Value

AI is creating more opportunities than most organizations could possibly pursue, and that may be the real strategic problem. The companies that create the most value from AI may not be those with the most use cases, but those disciplined enough to choose where AI matters disproportionately and concentrate their resources there.

Jeff Winter 3/20/26 Jeff Winter 3/20/26

Keynote - The Intelligent Factory: Why Manufacturing Needs a New Operating Model

Keynote at ProveIt! 2026

The Intelligent Factory: Why Manufacturing Needs a New Operating Model

Jeff Winter 3/12/26 Jeff Winter 3/12/26

The State of Industrial AI in 2025: Capability Is Easy. Scaling Is Hard.

The story of Industrial AI in 2025 is simple: lots of capability, very little scale. The next advantage belongs to the companies that can operationalize trust.

Jeff Winter 3/2/26 Jeff Winter 3/2/26

The Difference Between Executing Projects and Transforming an Organization

Companies don’t transform because they finished a program; they transform when they start behaving differently.

Jeff Winter 1/29/26 Jeff Winter 1/29/26

When a Powerful Tool Starts to Look Like a Universal One

Power has a way of simplifying how we see the world. Once something feels capable enough, it quietly reshapes how problems are framed, discussed, and prioritized. What begins as momentum can end as misdirection if discernment doesn’t keep pace.

Jeff Winter 12/29/25 Jeff Winter 12/29/25

The Hardest Part of AI Isn’t Intelligence. It’s Letting Go.

Most AI initiatives fail not because the technology isn’t smart enough, but because organizations never decide which decisions they’re willing to let go of.