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Nvidia has agreed to its largest deal ever, moving to acquire key assets from artificial intelligence chip startup Groq in a transaction valued at roughly $20 billion, according to people familiar with the matter. The agreement, announced Wednesday, gives the semiconductor giant access to Groq's specialized inference technology while stopping short of a full corporate takeover.
Groq, founded in 2016, was built by former Google engineers behind the search giant's tensor processing unit program. Its chips focus on low-latency inference, a fast-growing segment of artificial intelligence workloads where trained models respond to user requests. Nvidia dominates AI training but faces increasing competition in inference, making the Groq technology strategically attractive.
People involved in the deal say Nvidia will license Groq's intellectual property and absorb much of its technical talent, including founder and CEO Jonathan Ross and president Sunny Madra. Groq framed the transaction as a "non-exclusive" licensing arrangement and said it will continue operating independently under new chief executive Simon Edwards. Its GroqCloud business is not included and will continue running separately.
The price tag dwarfs Nvidia's previous acquisitions. Its largest completed purchase was Mellanox in 2019, which cost about $7 billion. Nvidia ended October with more than $60 billion in cash, giving it ample firepower for aggressive expansion.
In an internal memo to staff, CEO Jensen Huang said Groq's processors would be integrated into Nvidia's AI factory platform to support real-time and low-latency applications. He emphasized that Nvidia is acquiring technology and people, not the company itself.
The structure mirrors a broader trend across Big Tech, where companies pay billions to secure talent and intellectual property while avoiding outright acquisitions that could draw heavier regulatory scrutiny. Analysts say the Groq deal strengthens Nvidia's position as the AI market shifts from training toward inference, an arena expected to grow rapidly over the next decade.
Investors reacted cautiously, weighing the scale of the investment against Nvidia's long-term dominance. If successful, the Groq technology could deepen Nvidia's moat just as rivals and startups race to redefine how AI systems deliver instant responses at global scale. Regulators are expected to monitor the arrangement, though its licensing structure may help Nvidia sidestep antitrust challenges while accelerating product rollouts worldwide soon.
