How should a reseller scope a first pilot for generated allocation data?

A useful pilot for a reseller is narrow, testable and shaped by one buyer need rather than the whole catalogue.

Start by choosing the domain and the exceptions. Insurance premiums, utility billing and trade receivables each have different payer behaviour, so pick the one your customers ask about most. Then list the exception types you want covered, such as short payments, combined payments, duplicates and missing references.

Next, decide the product form: a dataset, a task pack, a simulated environment, or a small combination. Each has different delivery and inspection needs.

Then agree how you will judge the pilot. Set success criteria before generation: the checks you will run, the baseline you will compare against, and who on your side reviews the cases.

Finally, raise licensing early. Ask what onward licensing you need to support, how buyers will be told that the material is generated, and what restrictions should appear in your own customer terms. Those terms come from the agreement you make with MirrorFirm; do not infer them from this page.

Keep the first round small enough to read by hand. A pilot that people can read end to end finds more problems than one that is only measured.