AI use cases by industry
AI use cases for education
Teachers and school staff write constantly: feedback, newsletters, adapted lessons. AI use cases for schools and training providers.
Idea Every entry here is an idea: a realistic way AI could help, not a claim about work we’ve done.
5 of 51 use cases
- Idea
Adapted versions of the same lesson
AI drafts simpler or more advanced versions of a lesson or reading for different learners. The teacher checks each one for accuracy before it's used.
- Idea
Feedback drafts on student work
AI drafts comments on a piece of work against your rubric. The teacher edits the comments and decides the grade; the AI never does.
- Idea
Report card comment drafts
AI drafts comments from the teacher's own notes on each student. The teacher rewrites them and decides what goes on the report.
- Idea
Rubric drafts from an assignment
AI drafts a marking rubric from the assignment and the learning goals. The teacher adjusts it before it's shared with students.
Browse by role
How to read this list
Every entry is the same deal: AI takes the low-value work, and a person keeps the judgment. Not every task should go to AI, either. If a job follows fixed rules, an ordinary automation usually does it cheaper and more reliably, and we’ll say so when that’s the case.
The list is tool-neutral and it keeps growing. Want to talk through which of these fit your team? Get in touch.
Further reading
- Google Cloud: real-world generative AI use cases (large enterprises, mostly)
- Microsoft Scenario Library (scenarios by department, Microsoft tools)