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AI supply chain term

Neocloud (GPU cloud)

A neocloud is a specialized cloud provider built to rent out large fleets of AI GPUs, focused purely on AI training and inference rather than general-purpose computing.

What it means

A neocloud (or GPU cloud) is a newer kind of cloud provider built specifically to rent AI accelerators at scale. Unlike traditional hyperscalers that offer a broad menu of services, neoclouds concentrate on packing data centers with GPUs and selling that compute to AI labs and enterprises by the GPU-hour. In the AI supply chain they occupy the same AI-factory role — a whole data center run as one AI machine — where chips, high-speed networking, power and cooling converge into rentable compute. Neoclouds compete on GPU availability, price, networking quality and access to cheap power. Because they take on the capital risk of buying accelerators that depreciate quickly, their economics hinge on utilization and financing terms. That makes them a fast-moving but exposed layer of the AI buildout: highly leveraged to compute demand, but vulnerable if utilization or GPU values fall.

Why it matters to investors

Neoclouds are a direct, leveraged way to play rising AI compute demand, but they carry concentrated exposure to GPU depreciation and financing costs if utilization slips. Their fortunes track how tightly booked their GPU fleets stay.

Companies on this part of the chain

CoreWeave, Inc.CRWVNebius Group N.V.NBIS

Named to show where the term sits in the AI supply chain — research, not advice, and never a recommendation to buy or sell.

Related terms

HyperscalerA hyperscaler is a very large cloud operator that builds and runs data centers at global scale to power its own AI and internet services and rent capacity to others.AI factoryAn AI factory is a data center designed and operated as a single large machine for producing AI, with power, cooling, networking, and accelerators engineered together.GPU depreciationGPU depreciation is the decline in an AI accelerator's value over its useful life as it wears and is superseded by faster chips, spreading its cost across the years it stays in service.AI capexAI capex is the capital spending on data centers, chips, power and networking needed to build and run AI systems.

See Neocloud in the live AI chain.

THE ENTITY maps every constraint onto one live model — which part is tight now, who owns it, and who gets squeezed when it moves. Plain-English reads you can check.

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THE ENTITY is an educational read on the AI supply chain — research, not investment advice. It explains how the chain works and who sits where, never price targets or buy/sell calls.