How Baseten MCM, our cloud ecosystem partners, and NVIDIA drive fast, reliable inference at scale

This post introduces Baseten's Multi-Cloud Capacity Management (MCM) system, a universal orchestration layer that pools GPUs across multiple cloud providers and regions to act as a single elastic, always-available resource. MCM's core capabilities include active-active reliability for 99.99% uptime, latency-aware routing, compliance-ready deployment, and no vendor lock-in. The system leverages a cloud partner ecosystem and accelerated compute hardware from partners like NVIDIA to deliver high-performance AI inference at scale. The post highlights how MCM enables customers to operate on global, reliable infrastructure without long procurement cycles or capacity limitations, and provides future-proof scaling for AI applications.