What should buyers inspect before trusting a generated change evaluation set?

Use this checklist when reviewing a generated sample and the explanation of how its business structure was developed.

- Ask what observations informed the workflow model. - Inspect how source detail was abstracted into generated patterns. - Check free text for unnecessary identifying detail. - Review rare attribute combinations for disclosure risk. - Confirm that policies support the expected decisions. - Challenge cases that depend on unstated business knowledge. - Record unresolved concerns before accepting the sample.

Generated output does not by itself establish anonymity, privacy compliance or regulatory approval. Review should address both the artefacts and their grounding, including whether unusual narratives or combinations of attributes retain more specificity than the task needs.

Business quality deserves a separate inspection. A coherent story can still encode an impossible approval sequence or require information the agent cannot obtain. Buyers can ask a domain reviewer to trace a request from receipt to outcome and identify every assumption needed to justify the expected answer. This helps separate acceptable simplification from missing rules that would make evaluation results difficult to interpret.