Red Hat released Red Hat AI 3.5, expanding platform capabilities with enhanced multi-tenancy support for AI service providers, including full software-hardware isolation, priority-aware serving on shared GPUs, pre-deployment model validation via EvalHub, real-time observability dashboards, and token consumption metering, to help platform teams turn isolated AI pilots into governed enterprise architectures.