Whitepaper

NAVIGATING THE AI HARDWARE CRISIS:

A Survival Guide for SMBs and Startups
You’re not dealing with a temporary supply crunch. You’re dealing with a structural compute constraint that reshapes how AI gets built and deployed, especially for SMBs with on-prem, latency, or compliance requirements.
In this whitepaper, Nodestream breaks down what’s driving the AI hardware crisis, why the cloud isn’t a neutral fallback anymore, and how to build a practical plan to keep AI initiatives moving through market volatility.