How can a reseller keep an evidence pilot small enough to assess?

A reseller's product manager proposes a generated pack covering an entire professional services engagement. During scoping, the evaluation lead selects a narrower decision: whether deliverable DLV-7136 has sufficient evidence of client acceptance to support administrative closure.

The initial sample contains the submission record, acceptance criteria and a response from a client contact. The task treats that response as acceptance. The reseller's domain reviewer identifies an unresolved dependency: the contact's authority to accept the deliverable is not represented.

The pilot scope changes to include an authorised-contact register and a case where a response comes from a different role. Broader billing and project profitability records remain outside the task because they do not resolve the selected decision. The consequence is a more assessable sample with a specific dependency exposed.

MirrorFirm could scope the generated material around this decision and its required evidence. The pilot would teach whether the proposed product supports a complete reasoning path within an agreed boundary.

For licensed resellers, the useful first step is to nominate a customer-facing task and have a domain reviewer identify what could make its apparent answer wrong.