Faking Data Using Tonic.ai with Ian Coe and Adam Kamor
Data Archives - Software Engineering Daily
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Tonic on Prem - What's the Process?
The tool is highly configurable and very interactive. You're only limited by your imagination in terms of the types of transformations you need to apply to your data. Tonic relies heavily on introspection queries to understand the columns, the data types and the overall structure of the data base. It's a really simple install with basically a helm chart or dockor compose file and access to our private docka repository.
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Transcript
Companies that gather data about their users have an ethical obligation and legal responsibility to protect the personally identifiable information in their dataset. Ideally, developers working on a software application wouldn’t need access to production data. Yet without high-quality example data, many technology groups stumble on avoidable problems. Organizations need a solution to protect privacy while simultaneously preserving aspects of the data which are important.
