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Edge computing does not always need cloud-based back-ends, and pretending otherwise is one of the most expensive architectural mistakes in enterprise IT. Too many teams still assume that every edge device, every local decision, and every stream of operational data must be routed back to centralized cloud services before anything useful can happen. That assumption is not strategy; it is inertia dressed up as modernization. The truth is simpler: if a workload can be processed locally with better speed, lower bandwidth consumption, stronger privacy, higher resilience, and acceptable cost, then…
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