Optimize product development with safe, usable data

Generate de-identified data that mimics production or spin up synthetic databases on demand to accelerate development and get quality products to market faster.

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1000
+
Developer hours saved
8
x
Faster release cycles
4
x
Return on investment

Eliminate data bottlenecks to maximize developer productivity

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Streamline data access

De-identify and generate data for development in a tenth of the time required by legacy tools to rapidly hydrate your lower environments with quality data on demand.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Enable shift-left testing

Catch bugs earlier with de-identified test data that covers all edge cases, and reproduce bugs more effectively using targeted subsets for shift-left testing.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Achieve developer-friendly compliance

Achieve compliance without slowing down development by automating de-identified test data. No more PII in lower environments; no more waiting weeks for data access.

Developer data solutions for every need

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Realistic data masking that preserves utility

Mirror relationships within your de-identified test data and preserve consistency across tables and databases, ensuring seamless integration into local development environments.

Patented subsetting for manageable datasets

Get targeted, referentially intact datasets, shaped and sized to your needs and de-identified on demand, to maximize your efficiency and minimize your risk.

Unstructured data extraction and de-identification

Extract free-text data from wherever it’s stored, detect sensitive information via proprietary NER models, and synthesize replacements to generate compliant unstructured datasets.

Relational database generation to unblock innovation

Create scalable datasets with full relational integrity across unlimited tables and domains to turbocharge development and testing.

The Tonic.ai product suite

Tonic Fabricate

AI-powered synthetic data from scratch and mock APIs

Tonic Structural

Modern test data management with high-fidelity data de-identification

Tonic Textual

Unstructured data redaction and synthesis for AI model training

Resources
Learn more about data de-identification and synthesis with Tonic.ai’s in-depth technical guides and blog articles.
See all

Building a scalable approach to PII protection within AI governance frameworks

Data de-identification

CCPA: Understanding how synthetic data can help achieve compliance

Data privacy

Data is the new code: the evolution of software development

Tonic.ai editorial

Tonic.ai product updates: June 2025

Product updates

Data synthesis vs data masking

Data synthesis

Data synthesis techniques: a comparison for developers

Data synthesis

PII compliance checklist: how to protect private data

Data privacy in AI

What is a rule-based test data generator?

Data synthesis
Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.