Red Hat OpenShift

5 use cases using this technology · by Red Hat

5published use cases

4industries

4countries on record

Conversational AI

top AI capability

Evidence mix: High 5 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

5 use cases

ManufacturingAgentic AIConversational AI

How Unified Marketing Data Intelligence Unlocked an Estimated $1.3M in Annual Productivity

Red Hat's marketing analytics team built the Marketing Insights and Navigation Engine (MINE), an internal conversational platform giving marketers trusted, real-time access to campaign performance, pipeline data, and metric definitions previously scattered across dashboards, documents, and internal tools. MINE runs on Red Hat OpenShift for the frontend (SSO integration, environment separation) and the Databricks Data + AI Platform for the backend, using a Lakehouse architecture and Unity Catalog for centralized governance, access control, and lineage. Built after 20 stakeholder focus groups, MINE improved time-to-insight by 70%, saving an estimated 34,000 hours annually and delivering an estimated $1.3 million in annual productivity value.

Red HatAgent Bricks · Unity Catalog · Red Hat OpenShift

EnergyGenerative AILarge Language Models

Aramco's GenAI Foundation helps streamline upstream operations

Aramco built its GenAI Foundation, a strategic platform using generative AI across upstream technologies, on Red Hat OpenShift to centralize resources, streamline operations, and reduce costs at its Upstream Digital Center. The platform uses Red Hat OpenShift's containerized and microservices architecture and built-in observability tools to develop, deploy, and integrate large language models, and Red Hat Ansible Automation Platform to manage and configure virtual machines, reducing deployment times from weeks to hours. Drill and plant engineers complete tasks 10 times faster using AI to automate repetitive processes like data analysis, with each engineer and data scientist saving around 2 hours daily. The platform allows onboarding gen AI models in under an hour.

Aramco· Saudi ArabiaRed Hat OpenShift · Red Hat Ansible Automation Platform

Government & Public SectorNatural Language Processing

Basque Government's EJIE builds high-speed AI translation tool on Red Hat OpenShift

EJIE, the Basque Government's IT management arm, built the Itzuli neural translator to translate between Spanish, French, English and Basque, replacing an older grammar-rule-based tool that struggled with long texts. Using Red Hat OpenShift to run GPU-backed containers for the neural translation models, with support from Red Hat Consulting and a Technical Account Manager, EJIE launched general and specialist legal/administrative versions of the tool. Usage grew 300% in three years: from about 2 million quarterly translation requests in early 2020 to over 6.7 million per quarter by August 2023, with peaks over 260,000 queries in a single day and over 30,000 daily users; official-service translation requests fell 40% over the same period as citizens used the self-service tool directly.

EJIE (Basque Government)· SpainRed Hat OpenShift · Red Hat Enterprise Linux · Red Hat Ansible Automation Platform

Government & Public SectorConversational AI

City of Vienna increases efficiency of public services with innovative AI solution

Since 2023, Wien Digital, the City of Vienna's IT department, has worked with Red Hat to give the city's 70,000 employees access to WienKI (ViennaAI), an AI-based virtual assistant built on Red Hat OpenShift on premise and Microsoft Azure Red Hat OpenShift. WienKI answers employees' work-related questions from a growing knowledge base of digital documentation. The city follows the Vienna Manifesto on Digital Humanism and the EU AI Act, keeping a human in the loop to verify accuracy and make final decisions.

City of Vienna (Wien Digital)· AustriaRed Hat OpenShift · Microsoft Azure Red Hat OpenShift

Financial ServicesFraud & Anomaly DetectionPredictive AnalyticsAI Model Development & MLOps

Red Hat Helps DenizBank Transform Banking Services Through AI and Machine Learning Innovation

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.

DenizBank· TurkeyRed Hat OpenShift AI · Red Hat OpenShift