Source proof for CNH analyzes geospatial data to improve crop outputs

CNH analyzes geospatial data to improve crop outputs | Databricks Skip to main content Login Why Databricks Discover For App Develop…

…tively gather insights. That’s why CNH turned to Databricks Data + AI Platform. Now, the company can drastically reduce the time it takes to analyze massive volumes of geospatial data to identify how weather patterns can impact crop ouputs. Not only does this save costs and boost collaboration, but it also allows CNH t…

…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / CNH CUSTOMER STORY Improving the way farmers monitor crops 12x Faster analysis of g…

…gricultural and construction professionals everywhere.” Share this post Details Industry : Manufacturing Use Case : Data Science , Data Engineering Product : Agent Bricks , Delta Lake…

…ducts. One particular challenge is managing geospatial analysis data at scale. “With tens of thousands of polygons being ingested daily, it was difficult, if not impossible, to add even basic geographic insights into our reports,” William Kafes, Senior Data Engineer at CNH, said. “This meant we couldn’t dig…

…insights into our reports,” William Kafes, Senior Data Engineer at CNH, said. “This meant we couldn’t dig deeper into our data to understand what we could really improve upon.” It was clear that CNH needed a solution that could help them ingest large amou…

…mounts of data, CNH used multiple aspects of the Databricks Data + AI Platform. The company used Delta Lake to ingest and store their data, ensuring ACID (atomicity, consistency, isolation, durability) transactions and scalable performance. With Unity Catalog, CNH could implement fine-grained access controls and data g…

…ity, consistency, isolation, durability) transactions and scalable performance. With Unity Catalog, CNH could implement fine-grained access controls and data governance. Then, the collaborative notebooks allowed the team to fully utilize their skill…

…og, CNH could implement fine-grained access controls and data governance. Then, the collaborative notebooks allowed the team to fully utilize their skill sets to remove roadblocks quickly and maintain high-quality data. CNH also tapped into the built-in H3 indexing system and Databricks’s spatial l…

…e their skill sets to remove roadblocks quickly and maintain high-quality data. CNH also tapped into the built-in H3 indexing system and Databricks’s spatial library to bolster their ability to analyze geospatial aggregations, which can help farmers better analyze crop conditions. All of this has led to…

…I-driven agricultural innovations at scale Thanks to Databricks and Databricks, CNH significantly reduced the time it took to run geospatial aggregations. What previously took a full day can now be done in just two hours. This greatly reduces storage and compute costs and allows for daily refreshes. As a result, anyone on the team can now efficiently add geographic information to their reports without the need for a specialized geospatial background. This democratization of data has opened up the doors for greater collaboration,…

…ost Details Industry : Manufacturing Use Case : Data Science , Data Engineering Product : Agent Bricks , Delta Lake , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…

…s Customer Stories / CNH CUSTOMER STORY Improving the way farmers monitor crops 12x Faster analysis of geospatial data to monitor crop conditions CNH is a worldwide producer of agricultural and construction equipment. However…

…I-driven agricultural innovations at scale Thanks to Databricks and Databricks, CNH significantly reduced the time it took to run geospatial aggregations. What previously took a full day can now be done in just two hours. This greatly…

…pened up the doors for greater collaboration, time -to -value, and scalability. CNH will only continue using Databricks and Databricks to create more AI-driven efficiencies and find new ways to help their customers do their work more effectively. “We’r…