CoreWeave Bets Big on Full-Stack AI Inference

CoreWeave is expanding its AI-native cloud platform as enterprises shift from training to inference workloads. The company completed the industry's first validation of Nvidia's Vera Rubin NVL72, offering one-tenth the cost per million tokens compared to previous Nvidia releases. With nearly 88% of AI pilots failing to reach production, CoreWeave aims to close the gap between experimentation and deployment through integrated compute, networking, storage, and software. Analysts say long-term differentiation will depend on connecting infrastructure performance to measurable application outcomes.