AI, field by field.
Where AI genuinely earns its place in your work, where your judgment has to stay in charge, and prompts you can use today. Written by hand, not churned out.
Education
Lesson planning, differentiation and feedback drafts — without handing over the teaching.
Read the playbookLegal
Faster first drafts and document review — with primary sources always the final authority.
Read the playbookHealthcare
Less paperwork, clearer patient materials — clinical decisions stay with clinicians.
Read the playbookMarketing
More variations, faster research, sharper briefs — and a brand voice that's still yours.
Read the playbookSoftware / Development
Faster boilerplate, better debugging and tests — with review and security still on you.
Read the playbookJournalism
Transcripts, document digging and headline options — verification stays the job.
Read the playbookStudents
Use AI to learn faster — not to skip the learning. Including how to disclose it well.
Read the playbookCustomer Support
Faster triage, better macros, consistent answers — humans for the hard conversations.
Read the playbookCreative
Brainstorming, references and rough concepts — your taste and authorship stay central.
Read the playbook
How each field can use AI well
How useful AI is at work depends on the job. A tool that saves a marketer an hour can be a liability for a paralegal who doesn't check its citations. These playbooks take each field on its own terms: where AI genuinely saves time, and where a person's judgment has to stay in charge.
Each playbook covers concrete tasks AI does well in that field, specific boundaries (such as checking legal research against primary sources, or disclosing AI help on schoolwork), and four prompt templates you can copy and use straight away. They're written by hand, not generated, and they link to our ethics hub where responsible use matters most.
They're for professionals, managers and students trying to work out a sensible approach for their own work. All nine are free to read.