Inference is now the biggest challenge in enterprise AI.

In this episode of Eye on AI, Craig Smith speaks with Nick Pandher, VP of Product at Cirrascale, about why AI is shif"> Inference is now the biggest challenge in enterprise AI.

In this episode of Eye on AI, Craig Smith speaks with Nick Pandher, VP of Product at Cirrascale, about why AI is shif"> Inference is now the biggest challenge in enterprise AI.

In this episode of Eye on AI, Craig Smith speaks with Nick Pandher, VP of Product at Cirrascale, about why AI is shif">
Eye on AI
Eye on AI

#314 Nick Pandher: How Inference-First Infrastructure Is Powering the Next Wave of AI

Jan 17, 2026 · 56m

<p dir="ltr">Inference is now the biggest challenge in enterprise AI.<br /> <br /> In this episode of Eye on AI, Craig Smith speaks with Nick Pandher, VP of Product at Cirrascale, about why AI is shifting from model training to inference at scale. As AI moves into production, enterprises are prioritizing performance, latency, reliability, and cost efficiency over raw compute.<br /> <br /> The conversation covers the rise of inference-first infrastructure, the limits of hyperscalers, the emergence of neoclouds, and …

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