Frequently asked questions

Describe the data you need in the text area, select your preferred file type (CSV or JSON), specify the number of rows, and click "Start". You can review a preview before the full dataset is created.

For example:

"Hey, help me generate synthetic data for my table with these cols: name, gender, age, empId (of this format EMP-XXX)"

The more specific you are about column names, formats, and constraints, the more accurate the generated data will be.

You can also skip describing the columns yourself and paste a CREATE TABLE DDL statement directly — the platform will infer the schema from it:

CREATE TABLE table_name (
  column1 datatype constraint,
  column2 datatype constraint,
  ...
);

The platform currently supports CSV (Comma-Separated Values) and JSON (JavaScript Object Notation). CSV is ideal for tabular data and database integration, while JSON is better for hierarchical structures.

Click "+ ADD" in the Child Table section, specify the child column name, provide the S3 URI of the parent table, and specify which parent column to reference. The system ensures referential integrity.

Yes! If enabled, toggle on "Upload to DB", select your database instance, schema, and table. The generated CSV data will be automatically uploaded after generation completes.

This feature allows you to import an existing database table's schema and use it as the structure for synthetic data generation. Useful when you need test data matching your production schema.

The system validates data against quality criteria including type consistency, null value constraints, format validation, and referential integrity. You can regenerate with improvements or proceed if issues are found.

Yes! If the preview sample or the data quality score isn't what you expected, you can submit a suggestion describing what to change, and the pipeline will regenerate the data taking your feedback into account.

Yes — once generation completes, the file is made available for you to download locally to your device.

If you see a "Features Disabled" message, contact your admin to request access. They can enable features based on your organization's policies.

Yes! The platform automatically saves execution progress in your browser. If interrupted, you'll be prompted to resume your previous execution or start new when you return.