Topic 06 · Autessa Synthetic Data

Developers and governance

Everything in Autessa Synthetic Data is scriptable from the Autessa CLI and REST API, and it runs on the model your company chooses, with optional PII and PHI stripping.

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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...

In this area

What is in developers and governance?

Script synthetic data with the Autessa CLI and REST API, choose the model it runs on, strip PII from prompts and keep descriptions encrypted with your company key.

In this topic

The Autessa CLI covers every Synthetic Data action, from propose-schema and generate to create, preview, approve, append and export.
The Autessa Synthetic Data REST API lets code with an API key generate rows, propose schemas and run dataset file jobs.
Autessa Synthetic Data runs on the model your company chooses, including your own provider key, and honors company-wide PII and PHI stripping.

Subtopics

Every developers and governance feature

Synthetic data CLI

The Autessa CLI covers every Synthetic Data action, from propose-schema and generate to create, preview, approve, append and export.

Synthetic data REST API

The Autessa Synthetic Data REST API lets code with an API key generate rows, propose schemas and run dataset file jobs.

Your model and PII stripping

Autessa Synthetic Data runs on the model your company chooses, including your own provider key, and honors company-wide PII and PHI stripping.

Keep exploring

Other areas of Synthetic Data

Describe and design →

Autessa Synthetic Data starts from a sentence: describe the data, let AI propose the columns, refine them in the schema editor and steer the style with a few example rows.

Where data lands →

Every Autessa Synthetic Data job has one target: an existing table, a new table it creates first, a downloadable JSONL or CSV file, or a 50-row quick generate that stores nothing.

Quality and variety →

Autessa Synthetic Data checks every generated row against your columns, repairs or drops the ones that do not fit, and removes near-duplicates so a 5,000-row set does not repeat itself.

Review before write →

In review-first mode nothing is written until a person approves: preview the staged rows, exclude the misses, regenerate a batch or append more, then approve or discard.

Jobs at scale →

Autessa Synthetic Data runs each job in batches across several workers, shows live progress, resumes stalled work automatically and always ends in a clear status.

Try developers and governance in Autessa Synthetic Data

Script synthetic data with the Autessa CLI and REST API, choose the model it runs on, strip PII from prompts and keep descriptions encrypted with your company key.

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