Choose an observable outcome
A good first AI use case produces something you can inspect: a draft, classification or summary with source material beside it. Avoid a pilot where success depends on whether the output merely sounds…
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AI Use Case
Find a practical AI workflow for your role, including the input, review step and a measurable pilot.
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Make it yours
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Your result
Ready when you areA little input.
A useful starting point.
Operations → weekly status brief → source-grounded draft with a human review.
Example · customize the fields to beginEdit the text before you export
Curated use cases matched to role and review-risk filter, with visible inputs and acceptance checks.
Keep the review step visible
Automating a draft is different from authorizing an external action. During the pilot, keep a named person responsible for sending messages, changing records or committing money. Measure their review time…
Compare against a simple baseline
Try a checklist, template or ordinary automation before assuming a language model is necessary. The model earns its place when it handles meaningful variation better than a simpler method. Keep the baseline…
GOOD TO KNOW
A few useful answers.
Are these working integrations?
They are detailed pilot blueprints, not live connections to your company systems.
How are risks classified?
The labels are editorial relative comparisons for these examples, not compliance or security certifications.
What data should I use?
Start with public or de-identified examples you are authorized to process.
How long should a pilot run?
Long enough to cover normal work and known exceptions. A fixed sample of representative cases is often more useful than an arbitrary deadline.