OpenAI Drives Emergence of Multi-Cloud AI Factory Infrastructure Model

Summary

OpenAI is expanding its infrastructure footprint beyond its core Microsoft Azure partnership to span multiple cloud and hardware providers, including AWS, Nvidia, SoftBank, and specialized GPU cloud providers. This multi-cloud approach reflects the emergence of what the industry is calling the 'multi-cloud AI factory' — a model where large-scale AI workloads are distributed across diverse infrastructure partners to meet surging compute demand, improve resilience, and optimize cost and performanc