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Title
Powering efficient manufacturing worldwide
…Contact Us Try Databricks Customer Stories / Hanwha Corporation CUSTOMER STORY Powering efficient manufacturing worldwide 97%+ Reduction in manual reporting time 90%+ Reduction in development time via…
Company
Hanwha Corporation
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Hanwha Corporation CUSTOMER STORY Powering efficient manufacturing worldwide 97%+ Reduction in man…
Description
Hanwha Corporation unified data from its Global, Momentum, and Engineering and Construction divisions onto the Databricks Data + AI Platform, using Delta Lake and Unity Catalog to build an integrated data and AI system for scenario analysis and scheduling. The platform, with Databricks support for machine learning and large language model adoption, cut manual reporting time by more than 97% and reduced input-screen development time by more than 90%.
…ommitted to their new goal of building an integrated data analysis platform and are now actively utilizing data and AI for data-driven scenario analysis and scheduling across all business areas. Databricks Data + AI Platform was introduced to meet these initiatives. With t…
…that handles everything from data engineering to analytics and AI. For example, Databricks has automated manual tasks — such as data processing, cleansing and adjustment — reducing the time it takes to complete such tasks by more than 97%. Additionally, the standardized data collection methods have also improved Hanwh…
Problem
Hanwha Corporation's existing databases were operated independently by each division and were siloed with limited integration, requiring access to multiple systems to obtain a complete picture of the data and causing time and cost limitations that made it difficult to derive effective insights. Following the company's 2023 business reorganization, timely data-informed business responses became essential across its Global, Momentum, and Engineering and Construction divisions.
…ss various existing computer systems and reorganize it into one unified system. The existing databases were operated independently by each division and were siloed with limited integration. The cumbersome structure also required access to multiple systems to obtain a c…
Solution
Hanwha Corporation adopted the Databricks Data + AI Platform, organizing existing data infrastructure (SAP, RDBMS, etc.) and external data into an integrated pipeline through Delta Lake. Databricks SQL optimized data processing and let all data users query data, while flexible cluster configurations and Apache Spark versions with CPU and GPU selection let them optimize workloads across cloud platforms including AWS and Azure. Unity Catalog established standardized data governance with a unified repository and managed permissions, and Parquet made it easier for data scientists and ML engineers to share the same data. Databricks connected to Tableau and Microsoft Power BI for visualization, and provided technical support and training to Hanwha's data engineers on ML and LLM use cases.
…ve data infrastructure to maximize the value of data. The multi-faceted company organized their existing data infrastructure (SAP, RDBMS, etc.) built by various business divisions — as well as the data collected from external sources into an integrated data pipeline through Delta Lake. With Databricks SQL, they were able to optimize their data processing capabili…
…ptimize their workloads and utilize various cloud platforms (AWS, Azure, etc.). In leveraging Unity Catalog, Hanwha Corporation was also able to establish a standardized data governance and collect data from across the company through a unified repository and pipel…
Industry
Manufacturing
…our digital transformation today and into the future.” Share this post Details Industry : Energy , Industrials , Manufacturing Use Case : Artificial Intelligence Cloud : AWS Product : Agent Bricks , Databri…
Technology
Databricks Data + AI Platform, Delta Lake, Databricks SQL, Unity Catalog, Agent Bricks, Parquet, Tableau, Power BI
…gy , Industrials , Manufacturing Use Case : Artificial Intelligence Cloud : AWS Product : Agent Bricks , Databricks SQL , Delta Lake , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
…and hands-on exercises to improve the capabilities of their data and AI teams. By connecting the Databricks Data + AI Platform with various visualization tools such as Tableau and Microsoft Power BI, they were able to increase the visibility of data and insights — maximizing va…
Business value
Databricks automated manual tasks such as data processing, cleansing and adjustment, reducing the time to complete such tasks by more than 97%. Standardized data collection methods also reduced the time required for input screen development by more than 90%, boosting overall productivity and improving the accuracy and timeliness of data-driven decision-making.
…that handles everything from data engineering to analytics and AI. For example, Databricks has automated manual tasks — such as data processing, cleansing and adjustment — reducing the time it takes to complete such tasks by more than 97%. Additionally, the standardized data collection methods have also improved Hanwh…
…ed data collection methods have also improved Hanwha Corporation’s bottom line, reducing the time required for input screen development by more than 90% — a huge time savings that has boosted overall productivity and value across th…
AI capabilities
Predictive Analytics, Machine Learning, Large Language Models
…support to Hanwha’s data engineers, ranging from basic usage of the platform to advanced analytics, including machine learning (ML) and large language models (LLMs), and various trainings and hands-on exercises to improve the capabilities of th…
Headline outcome
…that handles everything from data engineering to analytics and AI. For example, Databricks has automated manual tasks — such as data processing, cleansing and adjustment — reducing the time it takes to complete such tasks by more than 97%. Additionally, the standardized data collection methods have also improved Hanwh…
Use case type
Analytics augmentation
…ntegrated data analysis platform and are now actively utilizing data and AI for data-driven scenario analysis and scheduling across all business areas. Databricks Data + AI Platform was introduced to meet these initiatives. With t…
Deployment model
Cloud
…ustry : Energy , Industrials , Manufacturing Use Case : Artificial Intelligence Cloud : AWS Product : Agent Bricks , Databricks SQL , Delta Lake , Unity Catalog Ready to g…
Deployment options
cloud
…ustry : Energy , Industrials , Manufacturing Use Case : Artificial Intelligence Cloud : AWS Product : Agent Bricks , Databricks SQL , Delta Lake , Unity Catalog Ready to g…
