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 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 12/10/25 Jeff Winter 12/10/25

Prescriptive AI in the Factory: Accessible for SMEs or Enterprise-Only?

IIoT-World Panel focusing on how Industrial AI is already delivering measurable value in manufacturing, but success depends far less on the technology itself and far more on data readiness, clear ownership, trust in decisions, and the ability to integrate AI into how the business actually operates.