Why Cloud-Only AI Breaks at the Edge

Cloud-first AI looks elegant in theory. But as AI moves into factories, grids, hospitals, and field operations, latency, regulation, and connectivity reshape the architecture. Enterprise maturity begins when intelligence is distributed not centralised.

Author: Vaibhav Bhardwaj — Published: Mon Feb 16 2026

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