How can buyers check whether a model understands routing rather than memorising queue names?

A model can appear effective when queue names closely match request wording. If every damaged-item enquiry goes to a queue named Damaged Items, the task may reward word matching while providing little evidence about policy interpretation.

A buyer can inspect this by evaluating against generated organisational variants. One variant can rename destinations while preserving their responsibilities. Another can redistribute responsibilities across queues and supply the revised descriptions as input. The first tests sensitivity to labels; the second tests whether the model follows the supplied operating structure.

Keep these comparisons separate. Renaming tests and responsibility changes ask different questions, so a combined result can obscure why a model failed. The evaluator should retain the applicable mapping for each variant and judge the decision against that mapping.

Resellers can describe such material as a way to inspect dependence on taxonomy shortcuts. MirrorFirm could generate the variants and their policy relationships, while downstream buyers decide which organisational changes resemble their intended deployment and what level of adaptation they need.