 Intelligent applications are transforming the way we live and work and pushing the boundaries of what's possible. From smart speakers and chatbots to healthcare, intelligent traffic systems and beyond, across industries, AI-powered software applications enable businesses to improve outcomes, drive innovation, and better serve customers. And Red Hat and NVIDIA are partnering to help businesses quickly, consistently, and securely develop, deploy, and scale AI applications across the hybrid cloud. Together, Red Hat's OpenShift hybrid cloud platform and NVIDIA's innovative GPUs, CUDA-X libraries, GPU operator, and AI software from the NGC catalog help make this happen anywhere. From virtualized and private cloud deployments in corporate data centers to massive-scale services deployed in public clouds and all the way to the edge. With Red Hat OpenShift as the hybrid cloud foundation built on RHEL, with integrated automation and DevOps capabilities, this joint solution allows automating MLOps pipelines and enables data scientists to collaborate more closely with developers and DevOps engineers to operationalize AI models quickly, fine-tune models frequently, and accelerate AI projects from pilot to production. Organizations can use the NVIDIA NGC catalog to access GPU-optimized deep learning and machine learning software, such as pre-trained AI models, helping reduce the time for data scientists to train and fine-tune the models before rolling them into production. And the NVIDIA GPU operator for Red Hat OpenShift provides a single golden image to provision and manage both CPU and GPU nodes. It installs drivers, container runtime, device plugins, and monitoring tools on Kubernetes with a single command. With full-stack automated operations and streamlined workflows, results are delivered in real time. So you can ensure faster modeling and application development, deliver optimal performance, get to market faster, and continuously improve the end user experience. As the world demands increasingly complex applications driven by AI and organizations continue to differentiate their business by becoming software-defined, the best way forward is to combine leading technologies to meet these needs. And together, Red Hat and NVIDIA give organizations the tools and the power they need to fast-track solutions such as conversational AI from pilot to production. Find out more. Contact us today.