tonic overview

The ultimate synthetic data generator.

Tonic mimics your production data to create safe, realistic, and de-identified data for QA, testing, and analysis.

INTRODUCING TONIC

Accelerate your CI/CD lifecycle with safe, de-identified, testable data

Mimic

Generate data that looks, acts, and feels just like your production data and safely share it across teams, businesses, and international borders.

Shield

Proactively protect sensitive data with automatic scanning, alerts, de-identification, and mathematical guarantees of data privacy.

Subset

Go big or go small — generate referentially intact subsets of your entire data ecosystem sized to your needs, environments, and simulations.

Enterprise

Streamline your workflows to maximize productivity with seamless integrations, collaboration tools, and access controls.

MIMIC

Safe, useful data created to mimic your real-world data, at scale

Generate data that looks, acts, and feels just like your production data and safely share it across teams, businesses, and international borders.

Customized Data Generators

Choose from dozens of string and data types to build a model of and mimic your data. Create data that looks, acts, and feels just like your production data.

Primary And Foreign Key Synthesis

Generate primary and foreign keys that reflect the distribution between tables in your source database.

Consistency

Match the same input to the same output across an entire data ecosystem to preserve the cardinality of a column, match duplicate data across databases, or fully anonymize a field and still use it in a join.

Dependency Linking

Synthesize across tables while linking related columns to preserve your data’s complexity, utility, and privacy.

On Demand Data Refresh

Run generations as often as you need, even several times a day so that your data never breaks or gets outdated.

SHIELD

PII/PHI identification, obfuscation, and transformation

Proactively protect your sensitive data with automatic scanning, alerts, de-identification, and mathematical guarantees of data privacy.

On-Prem Deployments

Rapidly deploy Tonic on-premise using docker containers, with zero outside connection. Keep your data at its source, and use Tonic with zero risk from outside threats.

Privacy Scan

Eliminate hours of manual work by automatically locating and de-identifying sensitive information (PII/PHI) throughout a database.

Schema Change Alerts

Receive alerts when changes to your source schema occur, to proactively keep sensitive production data from leaking into lower environments.

Table Truncation

Reduce exposure and minimize risk by truncating unnecessary tables to remove them from the data generation process.

Differential Privacy

Transform data securely with built-in mathematical guarantees against re-identification.

SUBSET

Advanced subsetting across diverse database types

Go big or go small — generate referentially intact subsets of your entire data ecosystem sized to your needs, environments, and simulations.

Multi-Database Subsetting

Create a coherent slice across all your databases that preserves referential integrity while shrinking petabytes of data down to a size that is manageable and easy to share.

Custom SELECTS

Fine-tune the records to be included in your subset with custom WHERE clauses or percentages, and get precisely the data you need for testing, QA, bug reproduction, or scenario simulations.

Multi-Table Seed Data

Target as many tables as you need for your seed data to create a highly accurate subset tailored to your needs.

Primary & Foreign Keys Preserved

Generate primary and foreign keys that reflect your source tables to replicate the complexity, critical structures, and relationships in your data.

Micro or Macrocosm Subsets

Scale your data up or down to any size. Get a small sampling of data, or simulate data burst scenarios.

ENTERPRISE

Built for Developers. Scaled for the Enterprise.

Deploy 100% On-Premises

Deploy 100% on-prem to keep your data at its source and monitor each step with audit trails.

9+ DB Support

Work with any major database using our universal connectors and integrations.

RESTful API

Access Tonic’s capabilities and build custom solutions that fit your workflows.

Schema Change Alerts

Automatically detect schema changes to proactively keep sensitive production data from leaking into lower environments.

Single Sign-On

Sign Sign-On integration so that you can fit within existing enterprise SSO controls.

Collaborate

Share workspaces and leave comments to streamline teamwork and standardize best practices.

Role-Based Access Control

Define owners, editors, auditors, or viewers, and prevent users from viewing your source data.

Audit Trails

Monitor user activity logs to track every step of your data's use for compliance and security.

Tonic Success Stories