Red Hat OpenShift AI

Red Hat OpenShift AI is a flexible hybrid cloud platform to deploy open-weight models and autonomous agents at scale, combining MLOps, GenAIOps and AgentOps capabilities with open source tools like PyTorch, Kubeflow, MLflow and vLLM, plus built-in NeMo guardrails and adversarial vulnerability scanning for AI safety and security.

Official product page

3published use cases

3industries

3countries on record

Predictive Analytics

top AI capability

Evidence mix: High 3 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

3 use cases

TransportationGenerative AIMachine LearningFraud & Anomaly DetectionPredictive Analytics

Turkish Airlines innovates with Red Hat OpenShift AI

Turkish Airlines' technology company, Turkish Technology, deployed Red Hat OpenShift AI on premise, on bare metal, with support from a team of 5 Red Hat consultants, to build a scalable, cloud-ready AI infrastructure. The platform provides container orchestration for GPU compute resources and integrates with the Dremio distributed query engine as a data ingestion layer. Operations teams can now create data science workspaces in minutes rather than hours, and deployment times for AI models have halved thanks to standardized YAML-based deployment. AI initiatives span more than 60 live models, including real-time dynamic pricing, payment fraud detection, ground-time predictions, tail assignments, on-time performance predictions, and generative AI use cases for employee experience and productivity. More than 200 Turkish Airlines employees now work on AI-based development as citizen data scientists. The airline's Head of Data and AI, Emre Yavuz, said AI projects are targeted to create over USD 100 million in financial impact by boosting revenue, decreasing operational costs, and increasing efficiency.

Turkish Airlines· TürkiyeRed Hat OpenShift AI · Dremio

Media & EntertainmentSpeech & Audio AIAI Model Development & MLOpsLarge Language ModelsPredictive Analytics

RTLZWEI Hones Competitive Edge with Red Hat OpenShift AI

RTLZWEI, a German broadcaster and digital media company, modernized its on-premise core system BOBY by deploying Red Hat OpenShift Platform Plus and Red Hat OpenShift AI, with guidance from Red Hat Consulting and Red Hat Training. A proof of concept integrated NVIDIA H100 GPUs with Red Hat OpenShift AI, using Whisper on vLLM to speed up video transcription for subtitles, dubbing and accessibility. By fine-tuning the transcription model with its own data, RTLZWEI reduced the word error rate by 33%. The platform also hosts LLMs for data science experiments, forecasting and fine-tuning, running on-premise to meet data sovereignty and cybersecurity requirements.

RTLZWEI· GermanyRed Hat OpenShift Platform Plus · Red Hat OpenShift AI · Red Hat Enterprise Linux +5

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