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MirrorFirm

What should we ask about grounding before licensing generated reviews onward?

Resellers should ask how operational grounding informs generated review material and what disclosure checks apply, without treating synthetic output as proof of anonymity, compliance or permission to redistribute.

**What does operational grounding mean for this product?**

MirrorFirm's positioning is that generated output is informed by direct observation of how businesses operate. A buyer can ask which workflow structures inform the proposed pack, such as decision paths, handovers or exception handling. The commercial output is generated material, never real business records.

**What should we inspect before onward licensing?**

Ask how the proposed generation process separates useful operational patterns from identifying details. Inspect generated narratives, unusual combinations of attributes and free-text artefacts for disclosure risk. Synthetic generation alone does not establish anonymity or privacy compliance.

**Do we need underlying business records to assess grounding?**

A reseller can request a description of the grounding method, generation boundaries and review process without requesting source records. The aim is to understand why the generated workflow is credible and how disclosure concerns are handled.

**What can we tell our customers?**

Use statements supported by the supplied documentation and agreed disclosure permissions. Describe the delivered material as generated, explain its intended task scope and avoid implying regulatory approval. If a provenance question remains unanswered, resolve it before making a corresponding claim in the marketplace listing.

Clear grounding questions help resellers explain product provenance without implying that customers receive real business records.

Audience:
Licensed resellers
Content type:
FAQ
Buyer question:
Scope and getting started

Content release: r-a220eb6e099b243b

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