Overview
Product Information on Tonic
Updated 8th June 2026
What is Tonic?
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Overall experience with Tonic
Engineer
500M - 1B USD, SoftwareFAVORABLE
“Tonic Textual AI Simplifies Data Anonymization But Has NER Linkage Challenges”
ASSOCIATE
1B - 3B USD, SoftwareCRITICAL
“Tonic.ai: Reducing Uncertainty in Data Development & Testing”
About Company
Company Description
Tonic.ai mimics your production data to create safe, realistic, de-identified data for developers, QA, and platform/DevOps teams. Teams get the data they need quickly while achieving compliance and security. We help provision that data through ephemeral environments, output to containers, or send the data via API fitting into your CI/CD pipeline. We work with free-text, semi-structured, and tabular data!
Company Details
Company type
Private
Year Founded
2018
Head office location
San Francisco, United States
Number of employees
51 - 200
Website
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- Engineer50M-1B USDSoftwareReview Source
Tonic Textual AI Simplifies Data Anonymization But Has NER Linkage Challenges
We used Tonic Textual AI for data anonymization and were impressed by how easy it was to use. Their technical team was very helpful and responded to any issues we had promptly. Their NER model could use further development, particularly when it comes to linking identical synthesized values.
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