The real AI use-case library

See how professionals actually work with AI

Not another prompt dump. Documented use cases from real professions — with the exact prompt, the workflow around it, the pitfalls, and the sources.

50Professions
300Real use cases
824Cited sources

Education · 3

Finance · 5

Fitness & Wellness · 2

HR & Operations · 4

Healthcare · 7

Hospitality & Events · 3

Marketing & Media · 5

Nonprofit & Community · 2

Real Estate · 4

Sales & Support · 3

Skilled Trades · 6

Technology · 4

Why this is different

Real, not generic

Every use case is grounded in reports from working professionals — surveys, forums, trade press. If we can't source it, we don't publish it.

Prompts you can actually use

Fill in your details and the prompt rewrites itself live. No editing placeholder text in a chat window.

The workflow, not just the prompt

What to prepare, what to check afterwards, and where it goes wrong — including privacy and compliance pitfalls specific to your field.

Honest about limits

Sample outputs are labeled, sources are linked, and every page tells you what AI shouldn't be trusted with in your profession.

Read how we research and verify use cases →