Understand what could change about your job
A task map and three questions for a better work conversation.
Explore the free resource : Understand what could change about your jobA useful next step, wherever you are starting.
Understand what could change, practise a new skill or test one idea in your work. These free resources use sourced guidance and fictional examples you can inspect. No account or email is needed to use them.
Choose your starting point.
Build your first practical AI skills
Seven short sessions with supplied examples and answers you can check.
Explore the free resource : Build your first practical AI skillsLook closer at your profession.
Six sourced guides, each with a fictional work profile and a checked 30-minute exercise. Their illustrative indices are not occupation averages or job-loss predictions.
Financial analyst
Illustrative exposure: HighHow AI may change financial analyst tasks, what still needs your judgment, and a 30-minute exercise with fictional numbers. Sources and limitations included.Accountant
Illustrative exposure: HighHow AI may change accounting tasks, what still needs verification, and a 30-minute fictional reconciliation exercise. Primary sources included.Paralegal
Illustrative exposure: HighHow AI may change paralegal tasks, what needs verification, and a 30-minute fictional chronology exercise on dates and evidence gaps. Sources included.Copywriter
Illustrative exposure: HighHow AI may change copywriting tasks, what claims and voice checks matter, and a 30-minute exercise using a fictional product brief. Sources included.Customer support representative
Illustrative exposure: HighHow AI may change customer support tasks, what needs a policy check, and a 30-minute fictional ticket exercise. Research and its limits included.Data analyst
Illustrative exposure: HighHow AI may change data analyst tasks, what needs human verification, and a 30-minute exercise on duplicates and metric definitions. Sources included.
Go deeper with the original sources.
- Skills England: foundation skills for work
A skills checklist for clear instructions, checking outputs and responsible use. England-specific guidance; our practice is not an accredited course.
- Microsoft Learn: generative AI basics
Provider training with Copilot examples. Public reading is available; sign-in is needed for recorded assessment credit. Tool access may vary.
- ILO: what occupational exposure means
The 2025 task-level research behind the distinction between potential exposure and employment outcomes. It does not predict your employer’s decision.
Links and access notes checked October 3, 2026. These are external sources, not endorsements or affiliate offers.
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