What licensing terms and limits apply to generated schedule data?

**What licensing terms and limits apply to generated schedule data?**

Specific terms are settled with MirrorFirm for each engagement, and this answer does not set any. What a buyer can do is come with clear questions.

- **Permitted uses.** Is the release licensed for evaluation only, for training, or for both? Can it be used to fine-tune a model you later ship? - **Redistribution.** Can you share the data with contractors, or publish results that quote tasks? - **Derived works.** Who holds rights to environments, graders and models built on top of the release? - **Evaluation hygiene.** Are held-out tasks kept separate from training material, and what limits stop them leaking into training? - **Updates.** How are corrections handled when a defect is found in a delivered release?

Some limits apply by nature. The output is generated, informed by how real businesses operate, and it is not a set of real business records. It does not guarantee anonymity, privacy compliance or regulatory approval for your use, so your own review of grounding and disclosure risk remains necessary.

If your use case touches regulated decisions, involve your legal and compliance teams before you rely on any dataset, however it was produced.