Case Study: OfferFit validates millions of records faster with Validio

OfferFit validates 100M+ records in under a minute with Validio

OfferFit, an automated experimentation platform for marketers, faced challenges in securing data quality for its machine learning recommendations. Their previous solution, the open-source framework Great Expectations, was too manual, slow, and could not handle their scale, which increased the risk of bad data leading to inaccurate decisions for their customers. They adopted Validio's Data Trust Platform to address these issues.

By implementing Validio, OfferFit automated data validation, cutting the time to validate datasets from over two hours to under a minute for hundreds of millions of records. Validio enabled data quality ownership by automatically informing the right teams of problems and significantly de-risked OfferFit's data product. The solution was integrated via APIs, allowing OfferFit to expose data quality insights directly within their own platform for their customers.

OfferFit