1. [Home](https://www.g2.com/) 2. ... 3. [Synthetic Data Tools](https://www.g2.com/categories/synthetic-data) 4. [GenRocket Discussions](https://www.g2.com/products/genrocket/discuss) [ ![GenRocket](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5768af13e2d391f2228ec84d2cfbd6cb/genrocket.png "GenRocket") ](/products/genrocket/reviews) # GenRocket Discussions GenRocket is the technology leader in synthetic data generation for quality engineering and machine learning use cases. We call it Synthetic Test Data Automation (TDA) and it's the next generation of Test Data Management (TDM). GenRocket provides a comprehensive self-service platform to more than 50 of the world's largest organizations who demand superior quality and efficiency in their quality engineering and data science operations. KEY FEATURES SPEED: Data generated at 10,000 rows/second and one billion rows in under two hours QUALITY: Any volume and variety of data (unique, negative, conditioned, permutations) REUSABILITY: Test Data Cases and Test Data Rules can be easily reused SELF-SERVICE: Model, design and deploy test data on-demand into CI/CD Pipelines SECURITY: Secure platform never uses or stores sensitive customer data VERSATILITY: 101+ data formats e.g. SQL, XML, JSON, EDI, PDF, Kafka, Parquet, AWS S3 VALUE FOR MONEY: Attractive license and implementation cost to maximizes value PROVEN BENEFITS ACCELERATION: 100 times faster than creating data in spreadsheets or via scripts COVERAGE: Improve test coverage from less than 50% to more than 90% to maximize quality VALUE: Reduce TCO by 90% when compared to traditional Test Data Management - **3** discussions - · **100%** answered ![GenRocket](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5768af13e2d391f2228ec84d2cfbd6cb/genrocket.png "GenRocket") GenRocket Discussions Most CommentedMost HelpfulCommon QuestionsNewest Showing **3** discussions ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • about 4 years ago More Options - Share [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Why+we+need+test+data+generation+in+software+testing%3F&title=Why+we+need+test+data+generation+in+software+testing%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhy-we-need-test-data-generation-in-software-testing) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Why+we+need+test+data+generation+in+software+testing%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhy-we-need-test-data-generation-in-software-testing&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhy-we-need-test-data-generation-in-software-testing) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Why+we+need+test+data+generation+in+software+testing%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhy-we-need-test-data-generation-in-software-testing%0aWhy+we+need+test+data+generation+in+software+testing%3F) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Why+we+need+test+data+generation+in+software+testing%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhy-we-need-test-data-generation-in-software-testing%0aWhy+we+need+test+data+generation+in+software+testing%3F) - Copy link - [ ## Why we need test data generation in software testing? ](/discussions/why-we-need-test-data-generation-in-software-testing) Why we need test data generation in software testing? [ Synthetic Data ](https://www.g2.com/tags/synthetic-data) Show More (Upvote this discussion)\<0\>0\> (Downvote this discussion) 1 (1 Comment) Add a comment [ View discussion ](/discussions/why-we-need-test-data-generation-in-software-testing) ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - Share [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=How+does+GenRocket+generate+data%3F&title=How+does+GenRocket+generate+data%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fhow-does-genrocket-generate-data) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=How+does+GenRocket+generate+data%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fhow-does-genrocket-generate-data&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fhow-does-genrocket-generate-data) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=How+does+GenRocket+generate+data%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fhow-does-genrocket-generate-data%0aHow+does+GenRocket+generate+data%3F) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=How+does+GenRocket+generate+data%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fhow-does-genrocket-generate-data%0aHow+does+GenRocket+generate+data%3F) - Copy link - [ ## How does GenRocket generate data? ](/discussions/how-does-genrocket-generate-data) How does GenRocket generate data? [ Synthetic Data ](https://www.g2.com/tags/synthetic-data) Show More (Upvote this discussion)\<0\>0\> (Downvote this discussion) 1 (1 Comment) Add a comment [ View discussion ](/discussions/how-does-genrocket-generate-data) ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - Share [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=What+does+GenRocket+do%3F&title=What+does+GenRocket+do%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhat-does-genrocket-do) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=What+does+GenRocket+do%3F&url=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhat-does-genrocket-do&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhat-does-genrocket-do) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=What+does+GenRocket+do%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhat-does-genrocket-do%0aWhat+does+GenRocket+do%3F) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=What+does+GenRocket+do%3F&body=https%3A%2F%2Fwww.g2.com%2Fdiscussions%2Fwhat-does-genrocket-do%0aWhat+does+GenRocket+do%3F) - Copy link - [ ## What does GenRocket do? ](/discussions/what-does-genrocket-do) What does GenRocket do? [ Synthetic Data ](https://www.g2.com/tags/synthetic-data) Show More (Upvote this discussion)\<0\>0\> (Downvote this discussion) 1 (1 Comment) Add a comment [ View discussion ](/discussions/what-does-genrocket-do) ## Browse by popular topics [Synthetic Data](/products/genrocket/discuss?filters%5Btags%5D%5B%5D=synthetic-data)