Give a team ChatGPT licenses and most will use it for a fraction of what it can do — better email, the occasional summary. The capability is there; the application isn't. The gap is almost never the tool. It's the training, or the absence of it.
Why generic training doesn't stick
An "Intro to Prompt Engineering" deck teaches a syntax, not a workflow. People leave able to describe a good prompt but unable to rewire how they actually do their job. Without role-specific application, the knowledge evaporates within a week.
What actually changes behavior
- Training built around the team's real tasks, not generic examples
- Hands-on practice with the tools they use every day
- Honest coverage of what AI gets wrong, so trust is calibrated
- Something that outlasts the session — a playbook, a prompt library, a working agent
The organizations seeing real ROI aren't the ones that bought the most licenses. They're the ones that trained for application, not awareness.