Artificial Intelligence · Profile from AI Research Companion
Groq
The inference-chip start-up founded in 2016 by Jonathan Ross, who had started Google's Tensor Processing Unit as a side project, which built a deterministic, SRAM-based processor it later named the Language Processing Unit (LPU), struggled for years to sell it as hardware, went viral in February 2024 when its public chatbot generated text at ~500 tokens per second, and rebuilt itself as GroqCloud, a per-token inference service with >5m developers by mid-2026 (company). It raised $640m at $2.8bn (August 2024) and $750m at $6.9bn (September 2025), won a $1.5bn Saudi commitment (February 2025), and then, on December 24, 2025, signed a non-exclusive licence of its inference technology to Nvidia, with Ross, president Sunny Madra and other staff joining Nvidia. The companies did not disclose terms; CNBC reported ~$20bn in cash. Groq continued as an independent inference cloud, first under former CFO Simon Edwards and from 2026 under Adam Winter, and raised another $650m (June 2026). Nvidia shipped the first product of the deal, the Groq 3 LPU and LPX rack, announced at GTC in March 2026.
At a glance
- Founded
- 2016, Mountain View, California
- Founders
- Jonathan Ross (CEO until December 2025) and Douglas Wightman (ex-Google X), with former members of Google's TPU team (reported)
- Headquarters
- Mountain View, California (verify current); data centres in North America, Europe, the Middle East and Asia-Pacific (13 sites, company, June 2026)
- Ownership / structure
- Private. Investors include Social Capital (seed), Tiger Global, D1 Capital, BlackRock, Cisco Investments, Samsung Catalyst Fund, Neuberger Berman, Deutsche Telekom Capital Partners, Disruptive (Alex Davis, chairman), Infinitum and others (reported)
- Leadership (2026)
- Adam Winter (CEO, initially interim; joined 2024 as VP and general manager); Matt Eng (CFO); Alan Rice (COO); Sinclair Schuller (CTO, from July 2026); Rakesh Malhotra (chief product officer); Doug Wightman (co-founder); Alex Davis (chairman) (company, June 2026; titles verify). Simon Edwards (CFO, then CEO from December 2025) left to become Bloom Energy's CFO in April 2026 (reported)
- Products
- GroqCloud (token API, enterprise and dedicated capacity); GroqRack and on-premises systems (now mainly for sovereign and large deployments); LPU chips (first generation on GlobalFoundries 14nm; a Samsung 4nm successor announced 2023, verify status)
- Scale
- Revenue ~$90m (2024, reported from investor documents); 2025 forecast cut from >$2bn to ~$500m (July 2025, The Information); actual 2025 revenue not disclosed. Developers: ~356,000 (July 2024), >5m (June 2026) (company). Target ~200MW of capacity by end-2027 (company)
- Valuation
- ~$1bn+ (April 2021); $2.8bn (August 2024); $6.9bn post-money (September 2025); June 2026 round valuation not disclosed
- Signature moves (incl. failures)
- Founding and the TPU lineage (2016); first chip and the hardware sales struggle (2019–23); the viral demo and GroqCloud pivot (2024); $640m Series D at $2.8bn (2024); Saudi Dammam and the $1.5bn commitment (2024–25); the forecast cut and $750m round (2025); the Nvidia licence-and-hire deal (2025); rebuilding as an inference cloud (2026)
8 strategic moves analysed
Each one gets a full strategy file in the companion: context, the decision, the financing, what happened, and the lesson.
2016
Founding and the TPU Lineage
Founding
2020
First Chip and the Hardware Sales Struggle
Launch (commercial failure)
2024
640m Series D at 2 8bn
Funding round
2024
Viral Demo and the GroqCloud Pivot
Pivot / acquisition
2025
Forecast Cut and the 750m Round
Funding round (with a failure)
2025
Nvidia Licence and Hire Deal
Licence-and-hire
2025
Saudi Dammam and the 1 5bn Commitment
Partnership / compute deal
2026
Rebuilding as an Inference Cloud
Restructuring / funding round