Скачать или смотреть Predicting and Preventing Machine Downtime with AI and Expert Alerts

John Deere’s Expert alerts is a proactive monitoring system that notifies dealers of potential machine issues. This allows technicians to diagnose issues remotely and fix them before they become a problem thereby avoiding multiple trips by a repair technician and minimizing downtime. John Deere ingests petabytes of data every year from its Connected Machines across the globe. To improve the availability, uptime and performance of the John Deere machines globally, our data scientists perform machine data analysis on our data lake in an efficient and scalable manner. The result is dramatically improved mean time to repair, decreased downtime with predictive alerts, improved cost efficiency, improved customer satisfaction and great yields and results for John Deere’s customers.

You will learn
• What are Experts Alerts at John Deere and what challenges they seek to solve
• How John Deere migrated from a legacy application for alerting to flexible and scalable Lakehouse framework
• Getting stakeholder buy in and converting business logic to AI
• Overcoming the scale problem: processing petabytes of data within SLAs
• What is next for Alert

Other Resources
• Two Minute Overview of Expert Alerts:    • Expert Alerts Animation - John Deere  
• Expert Alerts: Dealer Execution - John Deere:    • Expert Alerts: Dealer Execution - John Deere  
• Ben Burgess FarmSight services - Expert Alerts from John Deere:    • Ben Burgess FarmSight services - Expert Al...  
• U.S. Farm Report Driving Technology: John Deere Expert Alerts:    • U.S. Farm Report Driving Technology: John ...  

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