What should I know about licensing, limits and getting started?

**What can I license?** A buyer can ask about licensing generated datasets, task and evaluation packs, or simulated environments. The terms, including permitted uses, term and any limits on redistribution, are agreed directly with MirrorFirm.

**Can I use it for training as well as evaluation?** Ask for that explicitly. Training use and evaluation use can be treated differently, and some buyers want a held-out evaluation set kept separate from material used for training.

**Can I get real records instead?** No. MirrorFirm's commercial product is generated, synthetic material, not real business records.

**Does generated mean safe?** Not automatically. Generated output should still be inspected for grounding and for disclosure risk, and nothing here guarantees anonymity, privacy compliance or regulatory approval.

**Can the content be customised to my systems?** You can ask for field names, status vocabularies and tool definitions to match your own environment. What is practical is scoped in a pilot.

**What should I send to start?** A short description of the domain, the tools your agent has, the end states you want graded, and the exceptions you most want tested. A sample request built from that gives both sides something concrete to check.

**Are prices or timelines listed here?** No. Those are discussed when you scope the work.