AppsSynthetic Data

Where data lands · Autessa Synthetic Data

Quick generate

Quick generate in Autessa Synthetic Data returns up to 50 rows in seconds and stores nothing. Describe the data, set the columns, press Generate, and download the rows as CSV or JSONL.

A core synthetic data capability, done properly
Start free
Quick generateNew datasetSAMPLE

Up to 50 rows, back in seconds. Nothing is stored.

Support tickets for a meal-kit delivery company, with realistic complaints
10 rowsChecked against the columns and de-duplicated; 1 invalid or duplicate row was dropped.⇩ CSV⇩ JSONL
subjectchannelurgency
Box arrived warm, ice packs meltedEmailHigh
Wrong recipe card in my kitChatNormal
How do I skip next week?ChatLow
Charged after I cancelledPhoneHigh

The problem

Sometimes you just need ten rows right now

Filling a form for a screenshot, writing a unit test or trying an idea does not need a background job. You want a handful of believable rows on screen immediately.

What you get

  • 1 to 50 rows per run, back in seconds.
  • No job, no table, nothing stored.
  • Propose columns from the description, or define them in the schema editor.
  • Rows are checked against the columns and de-duplicated, with one repair round for invalid rows.
  • The result shows how many invalid or duplicate rows were dropped.
  • Download as CSV or JSONL from the result.

How it works

How does quick generate work?

  1. Open Quick generate

    From the Synthetic Data home, press "Quick generate".

  2. Describe and set columns

    Write a description and press "Propose columns from description", or add columns yourself.

  3. Choose rows and generate

    Pick 1 to 50 rows and press Generate.

  4. Download or graduate

    Download CSV or JSONL, or press "New dataset" to create a full job for bigger sets.

Every option

Quick generate options

OptionWhat it does
DescriptionRequired.
ColumnsRequired. Media columns are not allowed.
Rows1 to 50.
Sample rowsAvailable on the CLI and API as --sampleRowsJson.
Downloadssynthetic-data.csv and synthetic-data.jsonl.
CLIautessa synthetic-data generate returns the rows in the response.

Permissions

Who can do what?

WhoCan
People in your companyCreate datasets, see the company list of jobs, open any job and review, approve, append, cancel or discard it.
API keysCan run quick generate, propose schemas and run dataset file jobs. Table targets need a signed-in person.

Connected

How quick generate connects to the rest of Autessa

FAQ

Questions about quick generate

Why is quick generate capped at 50 rows?

It returns one generation call’s worth of rows so it can answer in seconds. For more, create a dataset, which runs in the background and handles up to 5,000 rows.

Is anything saved?

No. Quick generate keeps no job, no table and no file. Download the rows before you leave the page.

Is quick generate checked like a full job?

Yes. Rows are validated against the columns, invalid rows get one repair round, a shortfall gets one top-up, and duplicates are removed.

Try quick generate in Autessa Synthetic Data

Quick generate returns up to 50 validated, de-duplicated rows in seconds with nothing stored, ready to download as CSV or JSONL.

Start free

Describe it · review it · write it · or download JSONL and CSV

100% customizable, code and all

Make Autessa Synthetic Data fully your own.

Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.

Start free and make it yours