What limits and licence questions should I raise before starting?

**Q: What can I do with the material?**

That depends on the licence agreed in scoping. Ask whether it covers training, fine-tuning, evaluation or internal demonstration, and whether it extends to models trained on it.

**Q: Are there limits on redistribution?**

Ask directly. Do not assume you can share a pack with partners, contractors or customers, or publish results that quote it.

**Q: Is the data real?**

No. It is generated, informed by how businesses operate, and it contains no real business records. It also does not stand in for your own data when you need to test against your actual systems.

**Q: Does generated mean compliant?**

No. Generation does not guarantee anonymity, privacy compliance or regulatory approval. Your own review decides whether the material fits your obligations.

**Q: What about price and timing?**

These are set in scoping, so ask for them in writing rather than expecting a standard answer.

**Q: What should I bring to the first conversation?**

- the workflow and the adjustments your agent must handle - the tools and systems it will call - your intended use of the material - your reviewers and acceptance criteria

A short written brief with these four items usually makes the first scoping conversation productive.