Choose one useful task
Start with a small repeatable activity, such as drafting an update, summarising notes or organising a checklist. Keep final decisions and approvals with the responsible person.
A free, practical starter guide for using AI in your day-to-day work. Learn what to try, how to give clear instructions and how to check the result, then build a 90-day practice plan.
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You can practise this method in a tool your employer permits. This page provides guidance and examples; it does not run an AI assistant or send your work to one.
Start with a small repeatable activity, such as drafting an update, summarising notes or organising a checklist. Keep final decisions and approvals with the responsible person.
Use an employer-approved tool and fictional practice data first. Describe the task without uploading confidential, customer or employee information.
Tell the tool your goal, the source material, the output format and the limits. Ask it to mark missing information instead of inventing an answer.
Compare each claim with the source. Recalculate numbers, check dates and look for missing context. A fluent answer can still be wrong.
Say exactly what failed and revise the instruction. Test it on another fictional example before considering use in your work.
Count preparation, checking and correction time as well as drafting time. Keep a method only when quality and usefulness justify it.
Start small: draft meeting actions from fictional notes, check a sample calculation or organise a project update. You remain responsible for checking and approving anything you use.
Select the closest example track. List up to five recurring tasks and decide where AI might help and what you still need to check. Your selection also changes the starter prompt and practice scenario below.
Entries stay in this page’s browser state. Save before refreshing or leaving. Use broad task descriptions, without confidential employer or client information.
Map tasks rather than labelling an entire profession “replaceable”. Your selections are ideas to investigate, not permission to automate.
Challenge an AI-written variance explanation. Copy the starter prompt into an approved tool if you want to try it. You can also complete the review exercise here without using any external tool.
Fictional training data: revenue was 100 last month and 110 this month, in the same currency. No customer or cost data was supplied. An AI draft says: Revenue grew 10% because customer demand increased and margins improved.
If you already created a plan above, use its Save button after this exercise to include your latest practice notes and starter prompt.
Choose one permitted task, save your plan and test your approach. Record the time spent, corrections needed and quality of the result. Review what worked before extending it to another task.
Everything in AI Career Edge is free and self-guided. Personal coaching, certification and workplace implementation are not included.
The ILO–NASK global study published in May 2025 examines occupational exposure to generative AI and distinguishes potential task transformation from actual job replacement. It does not predict your personal employment outcome. This planner uses that distinction; it does not apply a validated job-risk model.
Read the primary study ↗