Integrations · Autessa Synthetic Data

Synthetic data integrations: tables, files, CLI, API and models

Autessa Synthetic Data writes into Autessa database tables, exports JSONL and CSV files, is fully scriptable from the Autessa CLI and REST API, and runs on Autessa built-in models or a model from your own provider connection.

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TerminalSAMPLE

$ autessa synthetic-data help
  append            Generate more rows on an existing job...
  approve           Write all remaining staged rows...
  cancel            Stop an unfinished job.
  create            Start a synthetic-data generation job...
  discard           Throw away every staged row...
  exclude-rows      Drop rows from one staged batch...
  export            Get a temporary download link...
  generate          Generate a small set of rows...
  get               Fetch one job with its status...
  list              List your company's synthetic-data jobs...
  preview           Read staged (not yet written) rows...
  propose-schema    Suggest a table name and columns...
  regenerate-batch  Replace one staged batch...

Everything it connects to

What does Synthetic Data integrate with?

TARGET

Autessa Database tables

Seed any table you can access, or create a new one and fill it in the same job.

EXPORT

JSONL files

One JSON object per line, ready for fine-tuning, evaluation and test tools.

EXPORT

CSV files

Columns in schema order, values formatted the way a table stores them.

DEVELOPER

Autessa CLI

Thirteen autessa synthetic-data commands for every action.

DEVELOPER

REST API

API-key endpoints for quick generate, schema proposals and dataset file jobs.

MODEL

Autessa built-in models

The default model for synthetic data generation.

MODEL

Your own provider connection

Admins can choose a model from one of your connections; your provider bills those tokens.

PRIVACY

PII and PHI stripping

The company-wide switch applies to synthetic data prompts.

Tables

New dataset · Existing tableSAMPLE

Table

inventory_items ▾

Schema · 6 columns

skuShort TextnameShort TextcategorySingle Selectunit_priceDecimalin_stockBooleanproduct_photoImagenot generatable

Generate 500 rows into inventory_items, staged for review.

REST API

REST · API keySAMPLE

POST /clients/synthetic-data/generate
POST /clients/synthetic-data/schema/propose
POST /clients/synthetic-data/jobs
GET  /clients/synthetic-data/jobs
GET  /clients/synthetic-data/jobs/{jobId}
GET  /clients/synthetic-data/jobs/{jobId}/preview
GET  /clients/synthetic-data/jobs/{jobId}/export
POST /clients/synthetic-data/jobs/{jobId}/approve
     … /discard  /cancel  /append  /exclude-rows  /regenerate-batch

FAQ

Integration questions

Can Synthetic Data write to an external database?

Not directly. It writes to Autessa database tables or produces JSONL and CSV files, which you can load into any other database or tool.

Which file formats are supported?

JSONL and CSV for dataset jobs. Quick generate also downloads CSV or JSONL.

Can I use my own model provider?

Yes. Synthetic data runs on the company default model, which an admin can set to a model from one of your provider connections.

Plug synthetic data into your workflow

Seed tables, export files, or call it from code.

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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