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The inference layer is where enterprise AI strategy meets operational cost.
Running open models at production scale requires physical infrastructure, specialized compute, and serving software that most enterprises do not manage internally.
Nvidia announced a data center deal on Wednesday with Equinix and Together AI to address that gap, giving enterprise customers a path to open-model inference.
Equinix has found its niche in the AI data center boom by occupying a layer distinct from what hyperscalers build for their own cloud platforms.
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