Case Study

Case Study: Cloud Architecture and Development for Data Science

Written by Rylan Peters | Apr 30, 2020 4:00:00 AM

84.51° is a wholly owned subsidiary of Kroger, which serves over 62 million households across 38 states. Originally part of dunnhumbyUSA, Kroger purchased and renamed the company 84.51° in 2015. The name coincides with the location of its Cincinnati headquarters and is a tribute to the longitudinal analytics the company employs. 84.51° brings together 10+ petabytes of customer data, marketing strategy, and advanced analytics to drive sales growth and customer loyalty for Kroger and more than 300 consumer-packaged-goods companies in the U.S. using a proprietary suite of tools, technology, and customized data science.

Challenge

  • Keeping data scientists focused on data science: not integrations, new tech languages, and DevOps 
  • Developing a usable, scalable, enterprise platform solution for data scientists
  • Creating more speed and efficiency in seeking out trends and forecasts
  • Creating more speed and efficiency in scheduling science to run periodically without issues

Results

  • Improved speed and reliability, for both planning and implementation of science.
  • Data scientists focusing on science rather than cloud infrastructure, code debugging and DevOps responsibilities.
  • Scalability, consistency, and reliability for data scientists by migrating from using GCP tooling directly to a new web application, asking for only configuration details.
  • Re-skinned and re-visited information architecture and verbiage for a consistent application experience throughout different modules.
  • Quality and quantity of science results for 84.51 customers and clients: allowing for more time to work on, analyze, and iterate on science code rather than waiting on jobs to finish

 

To learn more about how Callibrity and 84.51 achieved these results,