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Title
Italgas Embeds Agent Bricks Machine Learning and Genie Natural-Language Queries into Gas Distribution Operations
…t management. What are Italgas’ plans for Genie and Agent Bricks on Databricks? Italgas plans to embed the Genie Conversation API into its DEVA meter management system and DANA Control Room application. This integration will allow users to query system performance and detect safety…
Description
Italgas unified its siloed gas-distribution data systems on the Databricks Data + AI Platform, using Delta Lake, Unity Catalog and Databricks SQL to process 1TB of data daily and give 80% of employees self-service AI/BI Dashboards, cutting platform costs by 70% and workload costs by 73% versus its prior Azure Synapse setup. Italgas plans to embed the Genie Conversation API into its DEVA meter-management and DANA control-room systems for natural-language queries.
…g the manual, error-prone processes that had previously slowed decision-making. The system now processes 1TB of data daily across 1,738 pipelines, 23 models and 155 dashboards, serving over 3,000 active, independent users. The comprehensive adoption of Databricks’ ecosystem has not only simplified Ita…
…bled organization that continuously innovates in the gas distribution industry. They have achieved a 70% reduction in platform costs, which was made possible through Lakeflow Connect , which seamlessly integrates…
Company
Italgas
…processed daily 3,000 Active customers serviced 73% Reduction in workload costs Italgas, Europe’s leading gas distributor with over 80,000 km of network, faced significant challenges due to siloed data systems and manual processes,…
Country
Italy
…,000 km, is the primary gas distribution company in Europe. For over 180 years, Italgas has led Italy’s natural gas distribution sector, becoming the top gas distributor in the country. Utilities is a data-intensive sector, requiring robust metering, monitoring and…
Industry
Energy
…tural gas distribution sector, becoming the top gas distributor in the country. Utilities is a data-intensive sector, requiring robust metering, monitoring and marketing data analysis. In 2017, Italgas embarked on a digital transformation journey, resulting in the…
Problem
Italgas faced significant challenges due to siloed data systems and manual processes, resulting in over 90,000 unresolved customer complaints in 2023. Operators were constantly switching between multiple systems, including Salesforce, Meter Data Management and GasToGo, meaning they spent more time gathering and cross-referencing data than resolving customer issues.
…processed daily 3,000 Active customers serviced 73% Reduction in workload costs Italgas, Europe’s leading gas distributor with over 80,000 km of network, faced significant challenges due to siloed data systems and manual processes, resulting in over 90,000 unresolved customer complaints in 2023. By partnering with Databricks, Italgas unified their data architecture, streaml…
Solution
Italgas turned to the Databricks Data + AI Platform, eliminating intermediate services like Azure Synapse and Analysis Services and implementing Delta Lake with a medallion (Bronze/Silver/Gold) architecture. The system now processes 1TB of data daily across 1,738 pipelines, 23 models and 155 dashboards for over 3,000 active users. Databricks SQL, powered by the Photon Engine, and self-service AI/BI Dashboards let 80% of the company derive insights without relying on technical teams, while Unity Catalog governs 100% of workloads. Italgas plans to embed the Genie Conversation API into its DEVA meter-management system and DANA Control Room application so users can query system performance and detect safety concerns using natural language, alongside expanding Agent Bricks machine learning models.
…Italgas to break down silos and democratize access to critical information. By implementing Delta Lake with a medallion architecture — comprising Bronze, Silver and Gold layers — the company optimized their ETL (extract, transform, load) processes and buil…
…ification of data management also ensures compliance with industry regulations. Now, 100% of Italgas’ workloads are governed by Unity Catalog. This solid foundation has paved the way for enhanced data democratization throu…
Business value
Italgas achieved a 70% reduction in platform costs and a 73% reduction in workload costs compared with Azure Synapse, a 20% performance increase powered by SQL warehouses running 50% faster, and empowered 80% of employees with self-service analytics across its 3,000 active users, enabling faster customer complaint resolution.
…uting. Additionally, the superior performance and scalability of Databricks SQL reduced workload costs by 73% compared with Azure Synapse, delivering both operational efficiency and significant cost savings. Data gove…
…direct access to fresh, actionable insights without relying on technical teams. This shift has led to a 20% performance increase, powered by SQL warehouses running 50% faster from Photon Engine, which enhances caching and query routing. Additionally, the superior performan…
Technology
Databricks SQL, Delta Lake, Unity Catalog, AI/BI Dashboards, Lakeflow Connect, Agent Bricks, Genie
…Intelligence , Data Science , Data Warehousing , Data Engineering Cloud : Azure Product : Agent Bricks , AI/BI , Databricks SQL , Delta Lake , Genie , Lakeflow Connect , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
Deployment model
cloud
…and Business Intelligence , Data Science , Data Warehousing , Data Engineering Cloud : Azure Product : Agent Bricks , AI/BI , Databricks SQL , Delta Lake , Genie , Lakeflow…
Deployment options
cloud
…and Business Intelligence , Data Science , Data Warehousing , Data Engineering Cloud : Azure Product : Agent Bricks , AI/BI , Databricks SQL , Delta Lake , Genie , Lakeflow…
Headline outcome
…bled organization that continuously innovates in the gas distribution industry. They have achieved a 70% reduction in platform costs, which was made possible through Lakeflow Connect , which seamlessly integrates…
Use case type
Analytics augmentation
…arted using the platform because they already had access to Databricks, and now 80% of the company is leveraging these tools to derive insights from data,” Serena said. AI/BI’s intuitive interface enables self-service insights and al…
AI capabilities
Predictive Analytics
…g the manual, error-prone processes that had previously slowed decision-making. The system now processes 1TB of data daily across 1,738 pipelines, 23 models and 155 dashboards, serving over 3,000 active, independent users. The comprehensive adoption of Da…
