• Maybe We’ve Been Thinking About Trainers All Wrong

    Restaurants pick trainers by noticing people. Corporate implementations assign them. Same responsibility, completely different experience, and it decides whether change lands as an opportunity or one more demand.

  • AI Readiness in Manufacturing Is a People and Data Problem

    MIT found 95% of enterprise GenAI pilots deliver no measurable return. The reason is rarely the model. It is organizational readiness. Here is what AI readiness actually requires.

  • Stop Talking and Start Communicating

    George Bernard Shaw said the single biggest problem in communication is the illusion that it has taken place. Cameron Roth on why transformation communication so often fails to land in manufacturing organizations — and how to build a program that actually drives action.

  • The Big Takeaways at PTC/USER Global Summit 2026

    Three themes from PTC/USER Global Summit 2026 — what we heard on OCM, AI agents, and PLM integration, and what it means for engineering leaders.