What licence questions should we resolve before using generated evidence material?

**Does receiving generated material establish every right our team needs?**

No. Ask for the permitted uses to be stated for the release you are considering. Do not assume that internal evaluation, model training, customer demonstrations and redistribution are covered in the same way.

**Which downstream uses should we describe?**

Explain whether records will enter training pipelines, retrieval indexes, hosted evaluation services or downloadable examples. Include contractors and other entities that need access. If an agent may reproduce record excerpts in its output, ask how that use is treated.

**What about publication through a website or MCP interface?**

Clarify whether you intend to expose full records, selected excerpts, task definitions or only evaluation findings. Public access is a different distribution path from a private development environment and should be discussed explicitly.

The material supplied by MirrorFirm would be generated, not real business records. That fact alone does not settle licence scope, disclosure risk or suitability for a particular publication channel. Request the applicable terms and review them against the uses your implementation actually requires.