Topic 04 · Autessa Synthetic Data
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.
In this area
What is in review before write?
Stage synthetic rows before they touch a table: preview each batch, exclude rows, regenerate a batch, append more, then approve and write or discard everything.
In this topic
- In Autessa Synthetic Data review-first mode, generated rows are staged for a person to preview, approve and write, or discard, before anything lands.
- During review, Autessa Synthetic Data lets you exclude single rows and regenerate a whole batch, so only rows you accept are ever written.
- Autessa Synthetic Data appends more rows to an existing job, reusing its schema and variety ledger so the new rows do not repeat earlier ones.
Subtopics
Every review before write feature
Review-first mode
In Autessa Synthetic Data review-first mode, generated rows are staged for a person to preview, approve and write, or discard, before anything lands.
Read more →Exclude rows and regenerate batches
During review, Autessa Synthetic Data lets you exclude single rows and regenerate a whole batch, so only rows you accept are ever written.
Read more →Append more rows
Autessa Synthetic Data appends more rows to an existing job, reusing its schema and variety ledger so the new rows do not repeat earlier ones.
Read more →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.
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.
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.
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