Data Generation
Edit and Export
Refine generated data and export SQL, XML, JSON, or CSV.
Edit and Export
After an initial run, refine output and export in the format your workflow needs.
Edit Pass
Use edit mode to update mappings and regenerate data with improved realism.
Good Reasons To Re-Edit
- Column values look too generic.
- Relationship values require stricter behavior.
- Edge-case coverage is missing.
Export Formats
- SQL: INSERT-ready data for relational workflows.
- JSON: application or fixture workflows.
- CSV: spreadsheet and import tooling.
- XML: integration and legacy system workflows.
Export Considerations
Hidden Columns
Hidden columns are excluded from output.
Format Selection
- Use SQL for direct DB seed workflows.
- Use JSON for API fixtures and app tests.
- Use CSV for analyst-friendly validation.
Download Flow
Exports are generated and delivered through signed download links.
Repeatable Workflow
- Run generation.
- Review sample rows.
- Edit mappings.
- Regenerate.
- Export final data format.