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Title
Tailoring credit products to the diverse needs of customers
…emo Login Contact Us Try Databricks Customer Stories / HDFC Bank CUSTOMER STORY Tailoring credit products to the diverse needs of customers Significant Reduction in query time for faster decision-making Faster Data pipe…
Description
HDFC Bank's Credit Risk Analytics and Innovation department migrated from a 16-node Hadoop cluster to the Databricks Data + AI Platform on Azure, using Delta Lake and Unity Catalog to power fraud control, marketing optimization and credit risk model building, significantly reducing query time and accelerating data pipelines for downstream risk management.
…decision-making Faster Data pipelines for downstream risk management use cases HDFC Bank, India’s largest private-sector bank, has migrated to the Databricks Data + AI Platform on Azure to address limitations in their on-premises data management environment, including data silos, scaling compute cost-efficiently and maintenance complex…
Company
HDFC Bank
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / HDFC Bank CUSTOMER STORY Tailoring credit products to the diverse needs of customers Sign…
Country
India
…decision-making Faster Data pipelines for downstream risk management use cases HDFC Bank, India’s largest private-sector bank, has migrated to the Databricks Data + AI Platform on Azure to address limitati…
Industry
Financial Services
…ntain competitiveness in the financial services sector. Share this post Details Industry : Financial Services Use Case : Data Engineering Cloud : Azure Product : Delta Lake , Unity Catalog…
Problem
HDFC Bank's CRAIN department faced a 16-node Hadoop cluster that lacked the computing resources, automation and scalability required, making campaign-specific legacy ETL jobs costly and resource-intensive to develop, execute and maintain, and slowing the team's ability to focus on innovations that better serve customers.
…scribed the business and technical challenges of their 16-node Hadoop cluster: “We’re responsible for the development, execution and maintenance of campaign-specific legacy ETL jobs, but we didn’t have the computing resources, automation and scalability required.” HDFC Bank needed to modernize their data infrastructure to a unified, user-fri…
…eir infrastructure would face challenges to scale quickly and cost-effectively, resulting in the CRAIN campaign team spending significant time managing complex systems rather than focusing on innovations that better serve customers. This situation highlighted the need for HDFC Bank to modernize their data archi…
Solution
The CRAIN department at HDFC Bank migrated to the Databricks Data + AI Platform on Azure, transferring on-premises data to the cloud via a secure VPN, with batch transfers moving data into Delta Lake as the department's primary data repository.
…hin the bank. Streamlining data processing on the Databricks Data + AI Platform The CRAIN department at HDFC Bank opted to migrate to the Databricks Data + AI Platform on Azure. This decision was made to centralize data management, leverage integrated tools…
…can now expedite data delivery, potentially improving credit process analytics. The migration involved transferring on-premises data to the cloud via a secure VPN, with batch transfers moving data into Delta Lake, which serves as the department’s primary data repository. This has allowed the CRAIN department to uncover and distribute reliable insigh…
Business value
By leveraging Databricks ETL, analytics and AI/ML capabilities, the bank can now scale data ingestion cost-effectively, powering business use cases including deriving actionable insights to improve fraud control, optimizing marketing campaigns and refining credit risk model building and deployment.
…celerated time to market for new services to HDFC Bank’s diverse customer base. By leveraging Databricks ETL, analytics and AI/ML capabilities, the bank can now scale data ingestion cost-effectively — powering various business use cases including deriving actionable insights to improve fraud control, optimizing marketing campaigns and refining model building and deployment to support new solutions that improve the customer experience. This digital transformation initiative, part of the bank’s “future-ready” strat…
Technology
Delta Lake, Unity Catalog
…Details Industry : Financial Services Use Case : Data Engineering Cloud : Azure Product : Delta Lake , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
Business functions
Risk & Fraud
…continue to scale up some of their tech, especially their campaign operations. The Credit Risk Analytics and Innovation (CRAIN) department found that integrating external data for various credit-related applications, i…
Headline outcome
…Bank CUSTOMER STORY Tailoring credit products to the diverse needs of customers Significant Reduction in query time for faster decision-making Faster Data pipelines for downstream risk management use cases HDFC Bank, India’s largest private-sector bank, has migrated to the Databricks…
Use case type
Analytics augmentation
…celerated time to market for new services to HDFC Bank’s diverse customer base. By leveraging Databricks ETL, analytics and AI/ML capabilities, the bank can now scale data ingestion cost-effectively — powering various business use cases including deriving actionable insights to…
AI capabilities
Fraud & Anomaly Detection, Predictive Analytics
…data ingestion cost-effectively — powering various business use cases including deriving actionable insights to improve fraud control, optimizing marketing campaigns and refining model building and deployment to support new solutions that improve the customer experience. This digital tra…
Deployment model
Cloud
…are this post Details Industry : Financial Services Use Case : Data Engineering Cloud : Azure Product : Delta Lake , Unity Catalog Ready to get started? Try Databricks for f…
Deployment options
cloud
…are this post Details Industry : Financial Services Use Case : Data Engineering Cloud : Azure Product : Delta Lake , Unity Catalog Ready to get started? Try Databricks for f…
