Jeff Winter 9/1/26 Jeff Winter 9/1/26

The AI Lesson My Great-Great-Grandfather Learned in 1883

According to highly questionable Winter family history, industrialist Augustus Milton Winter was investing in enterprise AI before most factories had electricity. His experience captures a very current problem: extraordinary technology can generate endless possibilities while leaving leaders surprisingly unclear about which ones deserve action.

Jeff Winter 8/10/26 Jeff Winter 8/10/26

What Industry 4.0 Scale Actually Requires

A successful pilot proves that the technology can work. Scaling it requires something far more difficult: a dependable operating system of data, context, decisions, workflows, and standards that can survive different people, equipment, shifts, and plants.

Jeff Winter 8/3/26 Jeff Winter 8/3/26

Where AI Is Really Taking Hold Across the United States

AI may be accessible everywhere, but the talent, infrastructure, research capacity, and business readiness required to create real value remain highly concentrated. This article explores which U.S. states appear best positioned to lead, why Texas is close to the top tier, and where the map could shift next.

Jeff Winter 7/30/26 Jeff Winter 7/30/26

When Will Technology Actually Matter? The Two Clocks of Industrial Innovation

Technology impact depends on two clocks: when a technology becomes viable and when a company completes the prerequisites needed to use it. Reflecting on the WEF Intelligent Industrial Operations Outlook 2026, I explore where the timelines may be right, which technologies I would move and why the same future will arrive at very different times for different companies.

Jeff Winter 7/29/26 Jeff Winter 7/29/26

The Architecture Diagram Nobody Wants to Draw

Technical debt is rarely just an old system or outdated technology. It is the hidden architectural complexity that makes every new project slower, harder, and more expensive than it should be.

Jeff Winter 7/27/26 Jeff Winter 7/27/26

A Fine Vintage of Bad Transformation Decisions

What if corporate transformation initiatives were wines? A fictional trip to Château de la Transformation reveals four suspiciously familiar vintages filled with endless pilots, excessive hype, commitment issues, and enough pivots to make even a sommelier dizzy.

Jeff Winter 7/13/26 Jeff Winter 7/13/26

Your Technology Is Only as Simple as Your Business

Complexity does not arrive all at once. It builds through one exception, approval, workaround, and compromise at a time, until the business can no longer explain why it works the way it does.

Jeff Winter 6/9/26 Jeff Winter 6/9/26

The Automation Trap: When Technology Becomes a Substitute for Leadership

Automation can make broken work move faster, but it cannot fix the mindset, ownership, and leadership gaps that made the work broken in the first place.

Jeff Winter 5/20/26 Jeff Winter 5/20/26

Stop Blaming the Wave

When every new technology looks like a threat, the real problem may not be the size of the wave. It may be the concrete shoes your company keeps calling “prudence.”

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 11/24/25 Jeff Winter 11/24/25

The Magazine Cover You Really Do Not Want To Be On

A look at the real reasons digital and AI transformations collapse and what leaders must change to stay off the cover of any technology-failure magazine.