What should a sample request specify so a buyer can judge fit without overextending the pilot?

Include these points in a sample request so its usefulness can be judged against a concrete development need.

- Name the review decision the agent must support. - Supply the terminology your team expects to use. - Identify excluded products, regions and customer types. - State which documents must be machine-readable. - Specify language and accessibility requirements. - Request assumptions behind unusual business cases. - Name the evidence needed to accept the sample.

Exclusions are particularly useful when the same review label covers several operating models. A retail supplier review for domestic stock purchases may not require import documentation, currency conversion or overseas distribution arrangements. Leaving those boundaries implicit can produce a sample that looks rich but tests the wrong work.

The acceptance evidence should fit the intended decision. A team testing document extraction needs different inspection material from a team testing exception routing.

Ask for a clear account of what the sample covers and which requested cases remain outside it. That gives the buyer a basis for choosing the next scope, rather than assuming that a successful sample represents every product or operating condition.