John Deere has transitioned from using the ELK Stack to Elastic Cloud Enterprise to enhance its data management capabilities, crucial for modern farming operations. Originally utilizing JDLink to gather data like geographic location and machine health on farm equipment, the company faced challenges in scaling as the application expanded. The Intelligent Solutions Group (ISG) at John Deere adopted the Elastic Stack in 2013, allowing them to aggregate logs and visualize systems holistically, which improved the management and analysis of application data. Over time, John Deere's platform has evolved to support various farming needs, including remote management and field management, utilizing Elasticsearch to scale their infrastructure significantly. Currently, John Deere's Logcentral@Deere system handles vast amounts of data across numerous applications, leveraging Elastic Cloud Enterprise for features such as integrated authentication, monitoring, and machine learning, with plans to further enhance data processing capabilities in the future.