Tonic.ai

We provide synthetic test data generation solutions for technical data consumers, including software and AI engineers. Our solutions create safe, high-fidelity versions of production data, removing sensitive information and PII. This approach eliminates trade-offs between privacy and data availability, allowing teams to build data-driven software, fine-tune ML training models, and unlock data for demos in engineering, business operations, and sales.

We offer three main products:

• Tonic Fabricate generates fully relational synthetic databases with unlimited tables and mock APIs from scratch for new product development.
• Tonic Structural mimics production data to fuel staging and QA environments with synthetic data, reducing defects and accelerating release cycles. We rebranded this product from Tonic in 2024.
• Tonic Textual enables the safe use of unstructured data in AI development through free-text redaction and synthesis, protecting against leaks and ensuring regulatory compliance. This includes identifying and removing sensitive data from PDFs, chats, and audio.

Hundreds of customers use our solutions across industries like software development, healthcare, financial services, logistics, education, and e-commerce. They support self-hosted instances or generated data in Tonic Cloud, integrating with relational and NoSQL databases, data warehouses, and various file types.

Since our founding in 2018, we have enabled over 10,000 developers, processed more than 100 petabytes of data, and run over 100,000 data generations.

Our mission is to unlock data for organizational efficiency while ensuring privacy for entities and individuals. We aim to unblock innovation with usable data.

We believe that data privacy is a human right and help organizations treat data responsibly, especially with the growing presence of AI.

Our teams work remotely, and we strengthen connections with company off-sites. We have between 51-200 employees, and we made our first UK hires in 2023.

Our culture emphasizes curiosity, end-to-end ownership, a founder mentality, and autonomous operation within a high-growth B2B SaaS environment.

We offer a range of employee benefits:

• Competitive salary and equity
• Unlimited paid time off
• 401k plan with employer contribution
• Medical, dental, and vision insurance
• Generous parental leave policy
• Remote-friendly work environment