How should an evaluation team scope its first review pilot?

Start by naming the decision the benchmark should expose. A healthcare administration pilot could ask whether a scheduled provider-credential review may close, must await evidence or needs specialist referral. Keep clinical judgement outside that initial scope.

Define what the agent receives, what it can retrieve and what it may change. A useful boundary might include credential metadata and administrative policy while excluding patient records and external verification services. Any excluded dependency should have a stated treatment, such as an explicit unresolved result.

Agree on the acceptance evidence before expanding the pack. The team should be able to explain why each sample case reaches its permitted outcomes and identify whether a failed run reflects agent behaviour, unclear policy or incomplete task construction.

A buyer can ask MirrorFirm for a generated sample covering the chosen decision and its most important exception. The first useful step is a shared task specification with input boundaries, allowed actions and acceptance questions. Broader domain coverage can follow once that small scope demonstrates assessable business reasoning.