AI Tools Academy
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Practice · workplace scenarios

Do this job with AI

Lessons teach features. These scenarios teach the whole job: a realistic situation, fictional files to work on, and every decision from "should I use AI at all?" to "did it actually save time?"

Each one is set at Fernway Group, the fictional company used across the Academy, so you can practise on realistic material without touching anything real. Download the files, work through the steps in whichever AI tool you're allowed to use, and compare your result with the finished version.

  1. Scenario

    Turn messy meeting notes into decisions and actions

    Your notes are messy, two deadlines moved and nobody took one of the actions. Use AI to structure the notes, then catch the owners and dates it made up.

    About 20 minutes · practice files included

  2. Scenario

    Compare three supplier quotes without being fooled by the headline price

    Three phone system quotes, three different ways of presenting a price. Use AI to build a fair comparison table, then check its sums and turn the gaps into questions.

    About 25 minutes · practice files included

  3. Scenario

    Reply to a difficult customer complaint without promising what you can't give

    A late, damaged furniture delivery, an upset customer and a demand for a full refund. Use AI to draft a reply that sounds human, gets the facts right and promises nothing you can't deliver.

    About 25 minutes · practice files included

  4. Scenario

    Turn a long policy into a staff briefing that doesn't change the rules

    A new expenses policy starts on 1 October and the account managers need a one-page briefing. Use AI to pull out what applies to them, then catch the rule it invented and the exception it dropped.

    About 25 minutes · practice files included

  5. Scenario

    Analyse customer survey comments without inventing the numbers

    Forty-eight free-text survey comments and a board update on Thursday. Use AI to group the themes, then check its counts, its quotes and whether it noticed the safety issue.

    About 30 minutes · practice files included

The eleven steps in every scenario

  1. Understand the task
  2. Decide whether AI is appropriate
  3. Assess the data
  4. Prepare the input
  5. Choose an approach or tool
  6. Write the instruction
  7. Inspect the answer
  8. Identify likely errors
  9. Correct the result
  10. Produce the finished work
  11. Reflect on whether AI actually saved time

The steps teach judgement as much as prompting: whether to use AI, what's safe to share, how to explain the task, how to check the answer, and what stays your responsibility.