Case Study: Vodafone modernizes its feature store and improves model reliability with WhiteBox

Vodafone modernizes its feature store with WhiteBox and scales to 5,000+ features

Vodafone, a global telecommunications company, faced challenges with an outdated and erroneous feature store that negatively impacted the performance and SLA compliance of its production machine learning models. The company engaged WhiteBox to address this issue with specialized machine learning engineering expertise.

WhiteBox integrated a machine learning engineer into Vodafone's MLOps team to modernize the feature store using advanced Big Data technologies on Google Cloud Platform. This solution substantially improved the feature store's quality and reliability, leading to increased departmental productivity with models that operated more quickly and precisely. The modernized feature store now contains more than 5,000 features.

Vodafone