Direct answer · reviewed July 24, 2026
What is a useful problem brief for an AI professional?
A useful problem brief describes one recurring workflow, its owner, trigger, source information, friction, review, official destination, and protected boundaries without prescribing a product or exposing sensitive records.
What belongs in the buyer file
- Name the work and consequence before asking for an AI feature.
- Use public, fictional, redacted, or approved examples during early evaluation.
- State what must remain human-owned even if the workflow changes.
Limits and exceptions
- A problem brief is a discovery aid, not a contract, technical design, or approval to access systems.
- A clean description can still omit ordinary exceptions, informal work, and affected people.