Tonic.ai

Tonic.ai: AI-Powered Synthetic Data Generation for Software and AI Engineers

What is Tonic.ai? Tonic.ai is a platform designed to accelerate software and AI development by generating realistic, production-like synthetic test data. It helps engineering teams ensure compliance, enhance data privacy, and accelerate release cycles by providing secure and scalable synthetic data solutions.

How does Tonic.ai work?

Tonic.ai offers three primary products:

• Tonic Fabricate: Generates data from scratch. Ideal for new product development where no production data exists. It can create fully relational synthetic databases with unlimited tables and mock APIs on demand.
• Tonic Structural: Mimics your production data. This helps fuel staging and QA environments with synthetic data that mirrors the complexity of production, reducing critical bugs and accelerating release cycles.
• Tonic Textual: Unlocks free-text data for AI. It safely leverages unstructured data in AI development by redacting and synthesizing free-text, safeguarding against leaks and ensuring regulatory compliance.

Key Features and Benefits

• Secure and Scalable: Generates secure and scalable synthetic data when and where you need it.
• Realistic Data Synthesis: Automatically identifies sensitive data types and realistically masks or synthesizes new values that maintain consistency and preserve relationships across the database.
• Wide Integration: Integrates with all leading relational and NoSQL databases, data warehouses, and file types.
• Accelerated Development: Shortens build processes and regression testing times.
• Enhanced Data Privacy: Protects sensitive data while still providing useful data for development and testing.
• Compliance: Helps ensure regulatory compliance through industry-leading free-text redaction and synthesis.

Why is Tonic.ai Important?

• Addresses the Test Data Problem: Traditional methods of using production data for testing pose significant security and compliance risks. Tonic.ai provides a safe alternative.
• Improves Data Accessibility: Unblocks data access, allowing teams to work with data without compromising privacy.
• Increases Engineering Velocity: Accelerates development and testing processes, leading to faster release cycles.
• Reduces Risk: Solves complex problems crucial to reducing risk for organizations.

Who is Tonic.ai For?

Tonic.ai is ideal for:

• Software Engineers: Need realistic test data for development and testing.
• AI/ML Engineers: Need safe and compliant data for AI model training.
• DevOps Engineers: Looking to streamline build processes and reduce testing times.
• Security Teams: Aiming to reduce risk by protecting sensitive data.
• Enablement Programs Managers: Creating realistic demo environments for partners.

How to use Tonic.ai?

1. Deploy Tonic: Choose between deploying a self-hosted instance or working with generated data in Tonic Cloud.
2. Connect to Your Data: Integrate with your databases and data warehouses.
3. Transform Your Data: Use realistic masking and synthesis to protect sensitive information.
4. Distribute Safe Data: Provision synthetic test data to your team as needed.

Customer Testimonials

• Senthil Padmanabhan, Technical Fellow, VP of Eng at eBay: “Tonic has an intuitive, powerful platform for generating realistic, safe data for development and testing… helped eBay streamline the very challenging problem of representing the complexities contained within Petabytes of data distributed across many environments.”
• Sebastian Kowalczyk, Senior DevOps Engineer at Everlywell: “With Tonic, we’ve shortened our build process from 60 minutes down to 20. Their subsetting and de-identification tools are a critical part of Everlywell’s development cycle.”
• Jordan Stone, VP of Engineering: "If I think about what it would cost for us to build something even remotely viable for us to solve our test data problem in the way that Tonic has solved it for us, it's orders of magnitude more than what it costs us to run Tonic Cloud."

Conclusion

Tonic.ai is a powerful AI-driven solution that addresses the challenges of test data management by providing secure, scalable, and realistic synthetic data. By using Tonic.ai, organizations can accelerate development cycles, ensure data privacy, and reduce the risk associated with traditional test data practices. Whether you're generating data from scratch with Fabricate, mirroring production complexity with Structural, or unlocking free-text data with Textual, Tonic.ai offers a comprehensive suite of tools to meet your needs.