# Red Hat Openshift > Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. Last analyzed August 10, 2026. > Red Hat OpenShift is an enterprise Kubernetes platform that enables organizations to build, modernize, and deploy applications at scale across hybrid cloud environments. It provides a comprehensive solution for containerization, application development, and integrating AI/ML workloads. - Business Profile: https://optimly.ai/brand/red-hat-openshift - Publisher: Optimly (https://optimly.ai) - Dataset: Optimly AI Brand Index (https://optimly.ai/brand) - Official website: https://redhat.com/ - Logo: https://logo.clearbit.com/redhat.com - Slug: red-hat-openshift - Brand Authority Index tier: Emerging - Archetype: Incumbent - Category: Cloud Computing - Last Analyzed: August 10, 2026 ## Buyer Intent Signals Problems: Need to scale applications | Challenges in application modernization | Complexity of managing container infrastructure | Difficulties in deploying AI/ML workloads | Achieving consistent operations across hybrid cloud environments | Security and compliance concerns in software delivery Solutions: Seeking a Kubernetes platform for enterprise | Looking for hybrid cloud application development tools | Interested in container orchestration solutions | Evaluating platforms for AI/ML development and deployment | Exploring managed cloud services for containers | Searching for automation platforms for IT operations Comparisons: Comparing Kubernetes distributions | Assessing hybrid cloud strategies and platforms | Reviewing container security features | Evaluating developer tools for cloud-native applications | Considering managed services for OpenShift | Investigating AI/ML infrastructure requirements