DigitalOcean introduces Dedicated Inference, a managed service for deploying large language models on dedicated GPUs. This offering provides teams with better control over model performance and costs, enabling efficient handling of high-volume AI inference requests while maintaining operational oversight with Kubernetes integration. Dedicated Inference is geared towards developers who need predictable performance and cost-effectiveness without having to manage complex cluster operations directly, thus streamlining the path from model selection to stable endpoints.