AppsSynthetic Data

Security · Autessa Synthetic Data

Synthetic data security, permissions and data handling

Autessa Synthetic Data keeps every job inside your company, encrypts what you type with your company key, writes rows with your own table permissions, and runs on the model your company chooses, with optional PII and PHI stripping.

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Company settings · Models and privacySAMPLE

Default model

Autessa built-in modelsA model from one of your provider connections

Used for synthetic data, sandbox, automated evaluations and the AutessaScript llm helper.

Strip PII and PHIOnSAMPLE
…like the row for jane.ruiz@example.com, 555-0142…↓ before the prompt reaches the model…like the row for ‹email placeholder›, ‹phone placeholder›…

Data handling

How is synthetic data protected?

AreaHow it works
Company scopeEvery job, batch and file is scoped to your active company. Other companies cannot list or open them.
EncryptionDescriptions, sample rows, staged batches and the variety ledger are encrypted with your company’s own key.
Finished filesAn assembled dataset file is stored as a plain file so the temporary download link gives you a usable JSONL or CSV.
DownloadsFiles are downloaded through temporary links; ask for a new link whenever you need one.
Table writesRows are written as the person who started the job, with that person’s table permissions.
API keysCan generate rows, propose schemas and run dataset file jobs. They cannot write into tables.
TriggersGenerated rows do not fire table triggers, so seeding a table cannot start automations.
ReviewReview-first mode stages rows until a person approves; discarding writes nothing.
Model choiceGeneration runs on your company default model: Autessa built-in models or a model from your own provider connection.
PII and PHI strippingWhen the company switch is on, personal and health details are replaced with placeholders before prompts reach the model.
Usage limitsGeneration stops cleanly when the company runs out of AI budget or credits, and table rows count against database storage.

Permissions

Who can do what?

WhoCan
People in your companyCreate datasets, see the company job list, review, approve, append, cancel or discard.
The person who starts a table jobTheir table permissions decide whether rows can be written.
API keysQuick generate, schema proposals and dataset file jobs.
Company adminsChoose the default model and turn PII and PHI stripping on or off.
Demo customers · Review staged rows↻ Regenerate batchSAMPLE

Preview generated rows, exclude any that don't fit, then approve to write.

#companyplanseatsregion
1Harbor & Pine StudioTeam14EMEA
2Brightline DentalStarter3NA
3Quillstone LogisticsBusiness86APAC
4Maple Row BakeryStarter2NA
5Northwind ClinicsBusiness41NA
Batch 2 · 48 rows · 1 excludedPrevious batchNext batch
Append more rows…Discard✓ Approve & write

Security and compliance documentation

The Autessa Trust Center has current security documentation and compliance reports. Model and privacy settings are documented in the Autessa docs.

FAQ

Security questions

Does Autessa Synthetic Data read my production data?

No. It generates from your description, your column definitions and any sample rows you paste. It does not read or learn from the existing rows in your tables.

Who can see synthetic data jobs?

Jobs belong to your company. People in your company see them in the Synthetic Data list and can open them; nobody outside your company can.

Is synthetic data the same as anonymized data?

No. Anonymized data is real data with identifiers removed. Autessa Synthetic Data invents entirely new rows from a description, so no real person is behind any of them.

Where are Autessa’s certifications?

See the Autessa Trust Center at trust.autessa.com for current security and compliance documentation.

Generate test data without real records

Describe what you need; nothing from your existing tables is read to make it.

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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