Your testing is only as good as your test data. We've outlined modern testing strategies for the full SDLC and the critical importance of high-quality test data to ensure proper test coverage and efficacy.

Smart Linking is Tonic.ai’s deep neural network generative model used to create synthetic data from a table of real data while preserving statistical integrity. In this post, we spotlight the generator's capabilities using the King County House dataset and evaluate the generated data's quality by making statistical and ML model comparisons between the original and synthetic data.

Creating homegrown de-identified data using scripts might seem like an inexpensive way to get the job done, but it poses a number of challenges, particularly when working with Db2.