The biggest beneficiaries are workloads that need single-digit millisecond latency, generate large amounts of data, operate in locations with unreliable connectivity, or face strict data residency requirements. Real-time analytics, computer vision, autonomous systems, AR/VR experiences, and industrial automation all fit this profile. General business applications without those constraints rarely justify the added complexity.
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