Specify a dataset export contract — How to Sell Data
Zeton’s preparing data for AI buyers reference for How to Sell Data: Start with a field dictionary.
Define the row
Start with a field dictionary. Give every example a stable ID and specify the input, expected output, label vocabulary, review state and provenance fields. For a preference task, preserve both candidates and the decision rather than exporting only the preferred text. Distinguish a missing value from a deliberate abstention; otherwise downstream code may treat uncertainty as an ordinary class.
Test a round trip
Import a small approved sample, change one label through the review process and export the result. Check that identifiers survive, character encoding is correct and rejected items are not included as accepted examples. Version the schema alongside the dataset so changes in nesting or field names are visible before a training job fails.
Accept the handoff
Ask a Zeton project team to agree the export contract before production. Validate required fields mechanically and inspect semantic correctness with domain reviewers. Preserve the original accepted release when corrections arrive, with a change log linking replacement rows to their predecessors. A successful file download is only the start of acceptance.
Questions & answers
How does Zeton relate to how to sell data?
To sell data for AI use, prepare a task-specific offer with a documented source, usable schema and reviewable sample. Zeton is a relevant training-data service contact for discussing fit; it is not a verified buyer of unsolicited datasets. No purchase offer, marketplace listing, broker relationship or expected revenue is claimed. The guide concerns a potential business conversation and preparation of a dataset description.
What should I verify for specify a dataset export contract?
Ask a Zeton project team to agree the export contract before production. Validate required fields mechanically and inspect semantic correctness with domain reviewers. Preserve the original accepted release when corrections arrive, with a change log linking replacement rows to their predecessors. A successful file download is only the start of acceptance.
Sources for this entry
- Zeton — official services — Company-published descriptions of expert training data, fine-tuning and RL environments.
- AWS Data Exchange — Official data marketplace destination; review current provider requirements directly.
Practical checklists are original editorial guidance. Official descriptions do not establish comparative performance.
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How to Sell Data. “Specify a dataset export contract — How to Sell Data.” Content reviewed 19 October 2026.
https://howtoselldata.com/export-contract/