AI workloads are pushing edge facilities toward higher power density and specialized hardware for inference, while also driving demand for edge sites in more locations to serve users with sub-10-millisecond latency. The combination is changing where edge investment happens and what the facilities actually look like. Enterprises planning AI deployments should factor edge requirements into their infrastructure roadmap.
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