Marketplaceaicloud-compute

AI compute broker for small teams

Build a marketplace matching small AI teams with underutilized compute resources. The AMD acquisition shows big players dominating access.

Why now

As large corps acquire AI infra companies, independent researchers face harder access to compute.

Who for
AI startups, researchers
Business model
Transaction fees
Effort
A few months

Small AI teams struggle to find affordable GPU/TPU capacity.

A platform connecting research labs with spare capacity to startups needing compute, with standardized benchmarking.

Take a percentage of each compute-hour transaction.

Start with a simple listing of university lab resources.

Risk: Managing quality and uptime guarantees across providers.

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AI compute broker for small teams — Ideas