Leadership training should create decisions
Leadership does not need a tour of every new model. It needs a shared view of opportunity, risk, governance, investment and how the business will prioritise implementation.
A good workshop ends with choices and owners rather than a list of tools to try.
Functional training should use real workflows
Finance, marketing, legal, operations and customer teams learn faster when the examples come from their own recurring work.
Working through actual tasks reveals where better prompting is enough and where the workflow needs integration, automation or redesign.
Training should connect to operating change
If the new behaviour depends on remembering a separate tool, adoption will remain fragile. Training is strongest when it supports a workflow that is being implemented into the normal way of working.
The goal is practical confidence, not AI theatre.