How can we inspect operational grounding and disclosure risk before redistribution?

**What should we ask about operational grounding?**

Ask which workflow mechanisms informed the generation design: decision points, handovers, exception categories and consequences. Request an account of how those mechanisms became policies, record relationships and tasks. The purpose is to inspect the design basis, not to obtain real business records.

**What should we examine in the generated output?**

Review free text, identifiers, unusual event combinations and distinctive narrative details. A reseller can ask how the release was checked for unwanted reproduction of source-specific material and what limitations remain. Generated output does not itself establish anonymity, privacy compliance or regulatory approval.

**Does realism resolve disclosure concerns?**

No. Operational plausibility and disclosure risk are separate review questions. A coherent workflow can still contain details that need investigation, while a heavily simplified dataset can be safe to distribute yet unsuitable for the intended task.

MirrorFirm's commercial material is generated, synthetic output. A buyer can request a generation and review note suitable for downstream product assessment, with boundaries on what evidence can be shared. The resale decision should consider both whether the tasks represent useful business mechanisms and whether the proposed distribution has been adequately reviewed.