Transforming Bio-Pharma Manufacturing - Eli Lilly's Data-Driven Journey With Databricks
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Overview
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Explore how Eli Lilly and Company revolutionizes bio-pharmaceutical manufacturing through their partnership with Tredence to establish a Databricks-powered Global Manufacturing Data Fabric (GMDF) in this 35-minute conference talk. Learn about the implementation of next-generation fully digital manufacturing sites that integrate data from various manufacturing systems into a unified data model, delivering actionable insights across multiple use cases including batch release by exception, predictive maintenance, anomaly detection, and process optimization. Discover the serverless architecture that leverages Databricks Auto Loader for real-time data streaming, PySpark for automation, and Unity Catalog for governance to ensure seamless data processing and optimization. Gain insights into the data architecture and strategy that serves as the foundation for data-driven processes, self-service analytics, and AI applications, while examining specific use cases delivered through this transformative platform. Hear from industry experts Abhijay Datta from Tredence, Saunak Debroy and Wilfred Mascarenhas from Eli Lilly as they share their experiences in establishing this comprehensive data fabric that supports various personas at manufacturing sites globally.
Syllabus
Transforming Bio-Pharma Manufacturing: Eli Lilly's Data-Driven Journey With Databricks
Taught by
Databricks