THE TRAINING APPROACH
Practical AI training.
Step by step.
Useful AI training combines a clear demonstration, time to practise and a way to judge the result. The aim is a workflow you understand well enough to repeat.
FROM EXPLANATION TO APPLICATION
Make each decision visible.
My experience teaching working adults shapes the way I introduce new technology. Connect the idea to a familiar task, demonstrate the process, then give participants a chance to try it.
- 01
Start with the task
Identify the purpose, audience and information available. Agree what a useful result should contain before choosing an AI instruction.
- 02
Demonstrate the decisions
Explain why a prompt includes certain context, how an output format helps and which parts of the response need a closer look.
- 03
Practise with guidance
Give participants a defined exercise. Compare attempts, ask questions and refine the instruction instead of treating the first answer as finished.
- 04
Review the result
Check the response against the brief and source material. Look for missing facts, unsupported assumptions and language that does not fit the audience.
- 05
Make it repeatable
Record the inputs, useful instructions and review steps. Identify what should stay consistent and what needs to change for a different task.
WHY CREATIVE EXPERIENCE MATTERS
Tools change.
Clear thinking carries over.
My background includes graphic design, multimedia, motion graphics and 3D animation. Those disciplines require a clear brief, deliberate production decisions and a review of the finished work.
The same habits help when using AI. A polished answer is only useful if it fits the task. A compelling visual still needs a purpose. A faster workflow still needs a dependable review step.
Explore my creative portfolio and practical applications to see the experience behind this approach.
FOR THE PERSON PLANNING THE SESSION
Agree the outcome
before the agenda.
A useful planning question is: “What should participants be able to do differently after this session?” The answer helps choose the examples, pace and level of detail.
Share the team’s roles, current experience and a small number of relevant tasks. We can discuss a suitable scope without assuming everyone starts at the same level.
For a foundations group, the goal might be a complete prompt and a reliable review process. For a creative team, it might be a clearer content brief and a reasoned storyboard. For a document-heavy team, it might be a reusable process for a recurring task.
Use the workshop preparation checklist →PUT THE APPROACH TO WORK
Start with your team’s
next useful skill.
Tell me about your audience and the work they need to improve. We can shape the training discussion around that.