AI Drives Spending Surge for Top 3 Hyperscalers as Neoclouds Emerge
DavidLinthicum · x · 2026-08-07
With the explosion of enterprise interest in AI, cloud spending among the big three hyperscalers—Amazon, Microsoft, and Google—is booming. For most enterprises, the cloud remains the "easy button" for AI capabilities.
The author notes that enterprises urgently need infrastructure like GPUs, managed AI platforms, and scalable storage, which the hyperscalers can deliver quickly. However, specialized AI clouds (Neoclouds) engineered from the ground up for AI workloads are emerging. They offer unique advantages in providing GPU-heavy training environments and will be a force to be reckoned with over the next two to three years.
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