Neoclouds: Re-architecting cloud for AI workloads

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By- Abhinav Johri, Technology Consulting Partner, EY India

Neoclouds are shifting the traditional cloud model toward more specialized, performance-driven architectures tailor-made for AI workloads.

For many years, when enterprises needed scale, they turned to hyperscalers. That logic held through the first waves of digital transformation and the early years of AI. Gen AI and agentic AI are changing that equation.

As AI models grow larger, inference becomes more persistent. Agentic systems create new patterns of real-time compute demand that require advanced infrastructure. Neoclouds address that gap.

A Neocloud is a GPU-first cloud built for AI and high-performance computing. Unlike traditional cloud providers that support hundreds of service lines and workload types, Neoclouds focus on one task: delivering high-performance GPU infrastructure at scale and with predictability.

Neoclouds are not just smaller providers with GPU inventory. They are a new infrastructure layer purpose-built for the AI era. In doing so, they challenge...

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