Balanced, plain-English walk-throughs of how artificial intelligence is applied in education, business, finance and the creative industries: the problem, the approach, the risks and the lessons.
Every case file follows the same honest structure so readers can compare them and judge for themselves. We say what was tried, including what didn't work; we state results carefully and only where evidenced; and we always include the risks.
The challenge in plain language.
What was tried, and why.
Results, stated carefully.
Ethics, privacy and failure modes.
Questions for classrooms and teams.
The scenarios below are illustrative, written to show common patterns. Published, evidenced case studies will be added as they are completed.
Case files double as teaching material for computing, business studies, PSHE and careers lessons. Each comes with discussion prompts suitable for sixth form and above, and a simplified version for younger pupils.
How systems are designed, tested and evaluated.
KS4–KS5Costs, benefits and change management.
KS4–KS5Ethics, fairness and accountability.
KS3–KS5Who, where and what problem, without identifying anyone who hasn't agreed to be named.
Tools, data and process, including the human checks.
What changed, how we know, and what's still uncertain.
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