Insights

Edge AI

Edge AI from the ground up: when to run AI on site rather than in the cloud, and how to decide between them. This is the field AItoAir has worked in longest.

Jul 14, 2026

Edge AI or Cloud — How to Decide

Most edge AI explainers list three benefits and stop, which does not help you choose. This is the decision instead: four axes that tell you whether your use case belongs on the equipment or in the cloud, and the failure that catches teams out.

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