Groq raises $350M, pivots from AI chips to neocloud

Groq raised $350 million at a $3.5 billion valuation. The company, known for its custom AI inference chips, is shifting toward a neocloud business model and expanding its Nvidia-powered data center footprint.

Why it matters: Groq built its identity on LPU chips as an alternative to Nvidia; pivoting to also run Nvidia-powered cloud infrastructure is a tacit admission that owning custom silicon alone isn't enough to win inference workloads. It fits a broader pattern of specialized AI hardware startups moving toward selling compute-as-a-service rather than just chips.