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Title
Shell delivers innovative energy solutions with data and AI on Databricks
…a Demo Login Contact Us Try Databricks Customer Stories / Shell CUSTOMER STORY Delivering innovative energy solutions for a cleaner world 600 Mathematics, computational and data science team members supporting 100+ AI…
Description
Shell built its Shell.ai platform on Databricks to unify data, analytics, and AI workloads for its 600-member mathematics, computational and data science team, running over 100 AI applications including an inventory prediction model running 10,000+ simulations across spare parts and facilities, and an AI-powered recommendation engine for its loyalty program.
…uld hold in their warehouses. With Databricks as part of its digital solutions, Shell was able to leverage its full historic data set to run 10,000+ inventory simulations across all its parts and facilities. Shell’s inventory prediction models now run in hours rather than days, signific…
Company
Shell
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Shell CUSTOMER STORY Delivering innovative energy solutions for a cleaner world 600 M…
Problem
Shell had the challenge to scale its data infrastructure for analytics, big data processing and machine learning, hampered by legacy technology infrastructure, exponential growth in data, and a lack of data engineering and science skills.
…n. However, although they were identifying opportunities to innovate with data, Shell had the challenge to scale its data infrastructure for analytics, big data processing and machine learning. Unifying data and AI across the enterprise to fuel innovation Shell chose the D…
Solution
Shell chose the Databricks Data + AI Platform as one of the key tools within the Shell.ai Platform, providing a scalable, fully managed platform that unifies all data, analytics and AI workloads; Shell used it to run 10,000+ inventory simulations across all its parts and facilities and to build a recommendation engine for its loyalty program.
…machine learning. Unifying data and AI across the enterprise to fuel innovation Shell chose the Databricks Data + AI Platform as one of the key tools within the Shell.ai Platform. Databricks provides Shell’s data team with a scalable, fully managed platform t…
Business value
Shell's inventory prediction models now run in hours rather than days, significantly improving stocking practices and saving a lot of money annually, while the AI-powered recommendation engine tailors offers and rewards for millions of loyalty program customers.
…a set to run 10,000+ inventory simulations across all its parts and facilities. Shell’s inventory prediction models now run in hours rather than days, significantly improving stocking practices and saving a lot of money annually. Shell has also developed a recommendation engine for its new loyalty program us…
Headline outcome
…a set to run 10,000+ inventory simulations across all its parts and facilities. Shell’s inventory prediction models now run in hours rather than days, significantly improving stocking practices and saving a lot of money annually.…
Use case type
Predictive operations
…a set to run 10,000+ inventory simulations across all its parts and facilities. Shell’s inventory prediction models now run in hours rather than days, significantly improving stocking practices and saving a lot of money annually.…
AI capabilities
Predictive Analytics
…its digital solutions, Shell was able to leverage its full historic data set to run 10,000+ inventory simulations across all its parts and facilities. Shell’s inventory prediction models now run in hours rather than days, signifi…
Industry
Energy
…lized offers for millions of loyalty program customers. Share this post Details Industry : Energy Use Case : Data Science , Data Warehousing , Data Engineering Cloud : AWS , Azu…
Technology
Databricks Data + AI Platform, Delta Lake
…ur needs Partner Solutions Find custom industry and migration solutions Product Databricks Data + AI Platform Platform Overview A unified platform for data, analytics and AI Data Engineerin…
…Data Engineering Cloud : AWS , Azure Product : Agent Bricks , Databricks SQL , Delta Lake , Spark Declarative Pipelines Ready to get started? Try Databricks for free Lea…
