Topic 05 · Autessa Synthetic Data
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.
In this area
What is in jobs at scale?
Synthetic data jobs run in the background in parallel batches, report live progress, resume on their own if a worker stops, and explain any shortfall in plain words.
In this topic
- Autessa Synthetic Data runs each job in the background, in batches sized to your columns, with several workers in parallel on large jobs.
- Autessa Synthetic Data detects a stalled job, resumes it automatically, keeps finished batches and redoes only the interrupted one.
- Autessa Synthetic Data tracks every job with live progress, per-batch status and plain statuses, and explains any shortfall in plain words.
Subtopics
Every jobs at scale feature
Background jobs and parallel batches
Autessa Synthetic Data runs each job in the background, in batches sized to your columns, with several workers in parallel on large jobs.
Read more →Automatic resume
Autessa Synthetic Data detects a stalled job, resumes it automatically, keeps finished batches and redoes only the interrupted one.
Read more →Job status, progress and partial results
Autessa Synthetic Data tracks every job with live progress, per-batch status and plain statuses, and explains any shortfall in plain words.
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.
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.
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