GreyOrange vs Preferred Networks

GreyOrange has a disclosed valuation of $700M, while Preferred Networks's valuation is not publicly available, making a direct size comparison difficult. GreyOrange employs 500+ people.

GreyOrange has raised more in total funding at $470M, compared to Preferred Networks's $308M — a gap of $162M. Combined, the two companies have completed 3 known funding rounds.

GreyOrange leads with an Awaira Score of 90/100, while Preferred Networks sits at 72/100. That 18-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

GreyOrange was founded by Akash Gupta in 2012. Preferred Networks was founded by Toru Nishikawa in 2014. Visit each company's profile on Awaira for a full founder biography.

GreyOrange: GreyOrange is an AI-powered warehouse robotics and fulfillment orchestration company that deploys mobile robots, AI software, and integration services to automate order fulfillment in e-commerce, retail, and third-party logistics warehouses globally. The company's Ranger robot series and GreyMatter AI platform work together to optimize task allocation, traffic management, and inventory placement across automated fulfillment centers.\n\nThe company raised approximately $300M and achieved a unicorn-level valuation, with deployments at major global retailers and logistics companies in the United States, Europe, and Asia. GreyOrange has established a strong position in the US warehouse robotics market, competing with Symbotic, Locus Robotics, and 6 River Systems for large enterprise fulfillment automation contracts.\n\nFulfillment automation has become a strategic imperative for retailers and logistics companies managing the scale and speed requirements of modern e-commerce. GreyOrange's dual strength in both hardware robotics and AI orchestration software gives it an integrated offering that is difficult for pure hardware or pure software competitors to replicate without substantial investment in the adjacent capability. GreyOrange operates in the AI Robotics sector and is headquartered in India. Founded in 2012 by Akash Gupta, GreyOrange has raised $470M in total funding, achieving a valuation of $700M as of its latest round. The company's funding journey includes a Series C of $140M in 2018. The most recent round was led by Mithril Capital. With approximately 500+ employees, GreyOrange has established itself as a Series D-stage player in the AI Robotics market. The company holds an Awaira Score of 90/100, reflecting its strong position across valuation, funding trajectory, team scale, and market influence. GreyOrange competes in a rapidly evolving segment alongside other AI Robotics companies. As part of India's growing AI ecosystem, GreyOrange is positioned to capitalize on the region's expanding tech talent pool and enterprise demand. The AI Robotics space has attracted significant investment in recent years, with companies racing to capture enterprise and consumer demand for AI-powered solutions. Preferred Networks: Preferred Networks develops deep learning technology applied to robotics, autonomous driving, and industrial applications, building neural network architectures for real-time edge inference in robot control, factory automation, and connected vehicle systems. The Tokyo company gained international recognition for early competition victories in autonomous navigation and robot manipulation challenges and developed its own deep learning framework, Chainer, which influenced the design of PyTorch before Chainer was eventually retired.\n\nThe company raised approximately $350 million including a landmark $105 million Series A from Toyota Motor Corporation and other strategic investors, making it one of the most valuable AI startups in Japan at the time of its fundraising. Preferred Networks collaborates with Toyota on autonomous driving AI, with NTT on communications AI, and with Fanuc on factory robot intelligence, creating a portfolio of deep technology industrial partnerships that provide both funding and deployment scale for its AI research.\n\nPreferred Networks operates in Japan industrial AI market where established relationships with major manufacturing and automotive companies provide a defensible position that international AI startups find difficult to penetrate through conventional sales approaches. The company research focus on edge AI inference for robotics aligns with Japan competitive strengths in manufacturing automation and precision robotics, markets where AI-enhanced robot intelligence is being adopted to address labour shortages and quality requirements that purely mechanical automation cannot satisfy.

GreyOrange got there first, launching in 2012 — that's 2 years of extra runway. Preferred Networks didn't arrive until 2014. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

GreyOrange has about 500+ employees; Preferred Networks has about 100-500. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both GreyOrange and Preferred Networks compete in AI Robotics, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.