Choose a small first task
Start with a reviewable, low-risk decision.
Write a one-decision brief
Reduce “automate customer support” to “suggest a reviewable email category.” This is an editorial starting template, not an official requirement.
| Define | Example |
|---|---|
| Input | A redacted email body |
| Decision | Shipping, refund, billing or other |
| Acceptance | Compare with human labels and inspect mistakes |
| Exclusions | No email sending, refunds or order modifications |
| Failure path | Unknown, timed-out and uncertain results enter a review list |
Prepare test material
Gather a small redacted set containing ordinary inputs, ambiguity, missing evidence and neighboring classes. Label it before running the model. A small sample can uncover problems; it cannot establish production reliability.
Sources and verification boundary
Reviewed September 19, 2026. Documentation-based guidance, not a live API or business-performance test.
TypeSafe · How to build →TypeSafe · Example use cases →Reading progress stays in this browser