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Product Information on Tonic
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Overall experience with Tonic
“Tonic Textual AI Simplifies Data Anonymization But Has NER Linkage Challenges”
“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!
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Key Insights
A Snapshot of What Matters - Based on Validated User Reviews
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Performance of Tonic Across Market Features
Tonic Likes & Dislikes
Ease of use and support from technical staff.
The one thing i liked most about tonic ai is that it removes uncertainty while providing the developers with the information required for troubleshooting the application.
The thing I like most about this product is that I can create an effective and smooth environment for development. Also, our QA team like the most because usinf this tools they can keep our products bug free.
Linkage issues, lack of support for different file types in the UI, and NER model evaluation on free text and images.
One thing i disliked about tonic ai is that it uses cross account assistance tool to participate. Another aspect is the security, when connecting to AWS it requires secret key which is a deprecated method.
No more dislike about this tool.
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Tonic Reviews and Ratings
- 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. - MANAGER OF IT SERVICES<50M USDIT ServicesReview Source
Tonic: A Secure Solution for Compliance-Conscious Synthetic Data Creation
Tonic is the best tool to help us test documents based on complex data. - ASSOCIATE1B-10B USDSoftwareReview Source
Tonic.ai: Reducing Uncertainty in Data Development & Testing
overall experience with tonic ai was very good as its main advantage was to maintain the test data's availability, security and synchronization across the environments of the application. Also it helps developers to identify,provision and synthesize the data. - SOFTWARE DEVELOPER<50M USDServices (non-Government)Review Source
Efficient Large-Scale Data Testing & Management Unveiled
Connecting with data from the database is easier as it maps relational data similar to the real data. Required data is obtained without any security threats as it will not share the sensitive data for testing to the developers by masking the testing data. - SENIOR UX/UI DESIGNER50M-1B USDInsurance (except health)Review Source
Enhancing Innovation and Security with Privacy-Preserving Data Solutions
i like how it creates realistic datasets that mimic production data without sensitive or personally identifiable information.



