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Title
GreenFlex uses machine learning to identify energy consumption anomalies
…ove toward more sustainable development, decarbonization and energy efficiency, GreenFlex gathers energy consumption data from its customers and leverages machine learning to identify any consumption anomalies, and helps customers devise energy strategies that are best suited to their nee…
Description
GreenFlex, a European leader in environmental management and energy efficiency services, gathers IoT energy consumption data from customers and leverages machine learning to identify consumption anomalies, helping customers devise tailored energy optimization strategies. The company modernized its data infrastructure with the Databricks Data + AI Platform and Unity Catalog to manage and govern terabytes of energy consumption data supporting these ML and BI use cases.
…their energy consumption. Simplified data access management with Unity Catalog GreenFlex leverages the Databricks Data + AI Platform to ingest terabytes of IoT data, and perform analytics and machine learning on the energy consumption data collected from its customers. However, to make data available to its data team, the company maintained three…
Company
GreenFlex
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / GreenFlex PRODUCT SPOTLIGHT: UNITY CATALOG Unified data governance accelerates insights F…
Problem
As the amount of data GreenFlex gathers and analyzes grew exponentially, the company needed a simplified way to manage and govern the data it collects and make it easily and securely accessible for data exploration, business intelligence and ML use cases, and it was complicated and painful to deal with security and access controls over tables in each of three unconnected workspaces.
…d helps customers devise energy strategies that are best suited to their needs. As the amount of data the company gathers and analyzes grew exponentially over the years, GreenFlex needed a simplified way to manage and govern the data it collects and make it easily and securely accessible for data exploration, business intelligence and ML use cases. With the Databricks Data + AI Platform, GreenFlex was able to modernize its dat…
Solution
GreenFlex gathers energy consumption data from its customers and leverages machine learning to identify any consumption anomalies, helping customers devise energy strategies best suited to their needs; with the Databricks Data + AI Platform, GreenFlex modernized its data infrastructure, and Unity Catalog simplified access management with a single pane of glass for standardized SQL access policies.
…ove toward more sustainable development, decarbonization and energy efficiency, GreenFlex gathers energy consumption data from its customers and leverages machine learning to identify any consumption anomalies, and helps customers devise energy strategies that are best suited to their needs. As the amount of data the company gathers and analyzes grew exponentially over…
Business value
Using Unity Catalog, GreenFlex has centralized data governance and access management, accelerating the company's ability to onboard new employees and grant access to data from about a week to a few minutes, giving data engineers and scientists more time for value-added tasks.
…ct and DevOps Lead at GreenFlex. Streamlined data availability fuels innovation Using Unity Catalog, GreenFlex has now centralized data governance and access management. This has accelerated the company’s ability to onboard new employees and grant access to data from about a week to a few minutes. As a result, GreenFlex data engineers and data scientists now have more time to…
Headline outcome
…y Catalog, GreenFlex has now centralized data governance and access management. This has accelerated the company’s ability to onboard new employees and grant access to data from about a week to a few minutes. As a result, GreenFlex data engineers and data scientists now have more time to…
Use case type
Fraud and anomaly detection
…ove toward more sustainable development, decarbonization and energy efficiency, GreenFlex gathers energy consumption data from its customers and leverages machine learning to identify any consumption anomalies, and helps customers devise energy strategies that are best suited to their nee…
AI capabilities
Predictive Analytics
…gy efficiency, GreenFlex gathers energy consumption data from its customers and leverages machine learning to identify any consumption anomalies, and helps customers devise energy strategies that are best suited to their nee…
Industry
Energy
…customers reduce energy use and improve sustainability. Share this post Details Industry : Energy Cloud : AWS Ready to get started? Try Databricks for free Learn more about our…
Technology
Databricks Data + AI Platform, Unity Catalog, 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…
GreenFlex builds a scalable data platform with Unity Catalog | Databricks Skip to main content Login Why Databricks Discover For App Develop…
…n track usage of the data across workspaces and be compliance and audit ready. “Together with Unity Catalog, Delta Lake unlocked numerous pain points we had, dramatically improving the performance of queries over terabytes of dat…
Deployment model
cloud
…nergy use and improve sustainability. Share this post Details Industry : Energy Cloud : AWS Ready to get started? Try Databricks for free Learn more about our product Talk…
Deployment options
cloud
…nergy use and improve sustainability. Share this post Details Industry : Energy Cloud : AWS Ready to get started? Try Databricks for free Learn more about our product Talk…
