What will your team work on?
A proposed sequence, adapted to your tools, experience and available time.
Set up the working environment
Check the account, available features and organisation rules before the session. Use an approved workspace and sample data.
Task framing, examples, output formats and evaluation
Work through a bounded task with a source document. Specify the audience, constraints and expected form of the result before generating it.
Review against the evidence
Ask an assistant to turn a fictional brief into a comparison table. Change one instruction at a time. Record which changes improve source fidelity, coverage and formatting across several examples.
Keep a repeatable method
Capture the input requirements, tested instructions and review steps. Have a colleague repeat the exercise with a different example.
What does practice look like?
Task framing, examples, output formats and evaluation
Ask an assistant to turn a fictional brief into a comparison table. Change one instruction at a time. Record which changes improve source fidelity, coverage and formatting across several examples.
A teaching example. It does not describe a completed client engagement.
| Work product | What makes it usable |
|---|---|
| Source material | Approved inputs, with the useful context retained. |
| Reusable instructions | A clear task, constraints and expected output format. |
| Review checklist | The checks a colleague must perform before using the result. |
| Next experiment | An owner, an example and criteria for deciding whether to continue. |
What should you bring?
Bring a concrete question, a representative example and the rules your team already follows. The purpose of preparation is to spend the session practising, with the right accounts, permissions and source material in place.
- A task that someone on the team does regularly.
- An approved AI tool, or a decision about which environment to use.
- A sample that can be shared safely, preferably stripped of sensitive data.
- A reviewer who knows what a good result should look like.
The final proposal sets the duration, group size, trainer, scope and fee. Tool subscriptions and any follow-up are specified separately.
