What limits apply to licensing generated schedule material for model training?

**What is being licensed?**

Generated datasets, task and evaluation packs, or simulated environments. The content is synthetic. MirrorFirm does not supply real business records, and the output should not be described to others as if it were.

**What should the licence cover?**

Ask for written answers on each of these:

- Whether you may use the material for training, evaluation or both. - Whether trained model weights, derived datasets and published results are permitted. - Whether you may share the material with contractors or affiliates. - Whether evaluation packs may be published or must stay private. - How updates and corrections to a release are handled.

**Does generated data remove privacy or regulatory concerns?**

No one should assume so. Generated output is not a guarantee of anonymity, privacy compliance or regulatory approval. Grounding and disclosure risk should be inspected in the sample, and your own legal and compliance teams should decide what is acceptable for your use.

**Who sets terms and prices?**

They are agreed directly with MirrorFirm. This description does not state any pricing, timelines or service levels.

**What is a sensible first step?**

A small, clearly defined sample under a limited evaluation licence, so you can inspect the material before committing to anything larger.