Agile + DevOps West 2022 Industry Presentation : The Rise of Fake Data: How to Achieve 100% Use Case Coverage with Advanced Data Synthesis

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Thursday, June 16, 2022 - 10:00am to 10:45am

The Rise of Fake Data: How to Achieve 100% Use Case Coverage with Advanced Data Synthesis

Presented by: 
Tonic logo

Quality testing is not possible without quality data. With the ever-increasing complexity of today’s data ecosystems, generating useful, test data has become harder and riskier than ever. Test data solutions now exist that integrate directly into your data ecosystem to create test data that work across a variety of database types and looks, acts, and behaves like your production data because it's made from your production data. By hydrating QA and staging with useful, safe, mimicked data, dev teams are up-leveling testing, catching bugs faster, and shortening their development cycles by as much as 60%.

Learning Objectives:

  • Learn how to maintain consistency in your test data across tables and across databases
  • See how to subset your data from PB down to GB without breaking referential integrity
  • Discover how to increase releases 5x per day while increasing your team’s efficiency by 50%
Emily Ritter

Emily Ritter

Tonic.ai

Emily Ritter is a Software Engineer and Manager at Tonic.ai, a platform empowering thousands of developers on a daily basis to create safe, synthetic versions of their data for use in software development and testing while protecting customer privacy. At Tonic.ai she is responsible for building out platform capabilities to carry forward the product roadmap in response to customer needs, including adding MongoDB to the suite of databases that Tonic is able to anonymize and improving encryption generations. In previous software engineering roles at Samsara, eVestment, and athenahealth, she worked to streamline user workflows and develop novel processes to guide product development. In addition to successfully launching software products, Emily camps and plays board games. Emily is committed to not just develop great products, but to work in a way that makes every member of the team better so that the improvements they realize are greater than what she alone can contribute.