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Title
Red Hat Helps DenizBank Transform Banking Services Through AI and Machine Learning Innovation
Red Hat Helps DenizBank Transform Banking Services Through AI and Machine Learning Innovation Skip to content Navigation Red Hat Menu Explore Red Hat AI Overview AI news Tec…
Description
DenizBank, Turkey's fifth largest private bank with nearly 15,000 employees, adopted Red Hat OpenShift AI via its IT subsidiary Intertech to automate and standardize data science pipelines for its 120 data scientists working in risk management, marketing and customer relations. The platform reduced time-to-market for new microservices models from several days to just 10 minutes, enhanced credit qualification prediction models, and improved fraud prevention, while GPU usage was optimized through automatic scaling.
…y control and speeding up deployment. Having adopted Red Hat OpenShift in 2023, DenizBank chose to integrate Red Hat OpenShift AI into their workflows to build a robust AI foundation to automate and standardize data science pipelines, develop self-service capabilities, scale model serving and increase operationa…
Company
DenizBank
…fundamentally changing how the organization’s operational workflows through AI. DenizBank, Turkey’s fifth largest private bank with nearly 15,000 employees, provides corporate and retail banking, investment brokerage, agricultural bank…
Country
Turkey
…r of open source solutions, announced today it has collaborated with DenizBank, a leading private Turkish bank, on its workflow transformation to incorporate AI into daily practice. DenizBan…
Industry
Financial Services
…days to just 10 minutes, empowering its data scientists to more quickly create AI-driven projects in financial services BOSTON - RED HAT SUMMIT - May 20, 2025 — Red Hat, the world's leading provider…
Problem
DenizBank's 120 data scientists working across risk management, marketing and customer relations relied on Intertech to ensure the reliability and stability of their environments, but faced lagging speeds which hindered the progress of current and new projects.
…on Intertech to ensure the reliability and stability of their environments, and were faced with lagging speeds which hindered the progress of current and new projects. DenizBank sought a solution to overcome this challenge, aiming to boost produc…
Solution
DenizBank's IT subsidiary Intertech, with the help of Red Hat Consulting, integrated Red Hat OpenShift AI (building on Red Hat OpenShift, adopted in 2023) to automate and standardize data science pipelines, develop self-service capabilities with plug-and-play model development environments, scale model serving, and increase operational efficiency. Intertech adapted the solution to existing DevOps and GitOps best practices, and integrated hardware accelerator dashboards so Red Hat OpenShift AI automatically scales the GPU slices available to a model as needed.
…y control and speeding up deployment. Having adopted Red Hat OpenShift in 2023, DenizBank chose to integrate Red Hat OpenShift AI into their workflows to build a robust AI foundation to automate and standardize data science pipelines, develop self-service capabilities, scale model serving and increase operational efficiency across the organization, empowering its data scientists in the process. With th…
Business value
DenizBank achieved a reduction in time-to-market for new microservices models from several days to just 10 minutes, enhanced credit qualification prediction models, and improved fraud prevention by more quickly identifying potentially problematic financial patterns. GPU usage was optimized through automatic scaling, maximizing resource utilization and allowing more workloads to run simultaneously without additional GPU hardware.
…cientists in using both generative AI (gen AI) and predictive models with ease, DenizBank achieved a significant reduction in time-to-market for new microservices models from several days to just 10 minutes. In addition, integration with hardware accelerator dashboards optimize GPU usag…
AI capabilities
Fraud & Anomaly Detection, Predictive Analytics, AI Model Development & MLOps
…source AI platform, DenizBank was able to drive direct business impact through: Enhancing prediction models to help make better determinations on customer qualifications for credit loans Improving fraud prevention to more quickly identify potentially problematic financial patterns Reducing ti…
Technology
Red Hat OpenShift AI, Red Hat OpenShift
…Products Red Hat AI Enterprise Red Hat AI Inference Red Hat Enterprise Linux AI Red Hat OpenShift AI Explore Red Hat AI Engage & learn Learning hub AI topics AI partners Services f…
Deployment model
Hybrid
…izBank created a model development environment driven by Red Hat OpenShift AI , a platform for managing the AI and machine learning (ML) lifecycle across on-premise and public cloud environments. After adopting Red Hat OpenShift AI, DenizBank was able to scale its self-serv…
Deployment options
cloud, On-premise, hybrid
…izBank created a model development environment driven by Red Hat OpenShift AI , a platform for managing the AI and machine learning (ML) lifecycle across on-premise and public cloud environments. After adopting Red Hat OpenShift AI, DenizBank was able to scale its self-serv…
