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Dyna Robotics banks $120M from Nvidia, Amazon to bring embodied AI to the real world

Dyna Robotics
Image credits: Dyna Robotics

Dyna Robotics, a Redwood City, CA-based company developing embodied AI robots, has grabbed a $120 million Series A funding round. Robostrategy, CRV, and First Round Capital led it. With additional backing from Salesforce Ventures, NVIDIA’s NVentures, Amazon Industrial Innovation Fund, Samsung Next, and LG Technology Ventures, the company is now positioned to accelerate the development of its next-generation foundation model. This capital will help scale research, expand its engineering team, and bring high-performance general-purpose robots into mainstream commercial environments.

The announcement comes just months after Dyna raised a $23.5 million seed round in March, a testament to the startup’s fast-paced progress. Since then, it has launched the DYNA-1 model, which has already demonstrated industry-leading reliability in real-world conditions. Capable of running for more than 24 hours without human intervention, DYNA-1 achieves a remarkable 99.4% success rate, handling tasks with precision across industries.

Within six months of deployment, DYNA-1 units were logging sixteen-hour workdays, cementing their role as reliable co-workers in service-oriented environments. This rapid transition from prototype to commercial deployment highlights Dyna’s ability to convert cutting-edge research into usable, market-ready technology.

The secret behind Dyna’s reliability

At the core of Dyna’s breakthrough is its engineered reward model (RM), a proprietary system designed to address one of the toughest challenges in robotics: navigating edge cases. Traditional robots often fail when encountering unfamiliar scenarios, but DYNA-1 uses its RM to generate real-time feedback, adjust strategies, and recover from potential errors without external intervention.

This capability allows the robots not just to perform tasks consistently but also to self-improve through experience. By generating high-quality training data while in operation, Dyna’s robots create a feedback loop that boosts adaptability and resilience. This approach makes them far more versatile compared to conventional robotics systems, which often require extensive manual updates to handle new conditions.

Unlike narrow-purpose machines, DYNA-1 operates with a single-weight foundation model, enabling it to perform a wide variety of daily tasks. This adaptability is critical for scaling robotics into commercial sectors, where flexibility and reliability are essential for cost-effective deployment.

Experienced founders with big ambitions

Lindon Gao and York Yang, the company’s co-founders, previously built Caper AI, which developed AI-powered smart carts that transformed the retail experience. Their venture exited in 2021 for $350 million, giving them first-hand experience in scaling products from lab to global adoption.

They are joined by Jason Ma, a former DeepMind scientist, who brings research expertise in advanced robotics and learning systems. Together, the founding team combines academic insight with proven business execution, a rare balance that appeals strongly to investors. Their shared mission is to bring embodied intelligence into real-world settings, where robots can continuously learn, adapt, and enhance human productivity.

The company’s long-term vision is nothing short of ambitious: building general-purpose robots that can power the physical economy. By creating machines that not only execute tasks but also learn new skills within hours, Dyna is positioning itself at the forefront of physical AGI development.

What’s next for Dyna Robotics?

With fresh capital and momentum, Dyna Robotics is poised to scale its deployments across more industries and geographies. Its foundation model represents a significant shift in robotics, moving away from task-specific machines toward adaptive, intelligent systems capable of thriving in diverse environments.

The company’s early commercial deployments show promising signs of scalability, and its partnerships with investors from across the technology ecosystem signal strong confidence in its trajectory. By combining durability, adaptability, and intelligence, Dyna Robotics may well become the standard-bearer for the next era of robotics, where machines are collaborative partners in daily work.

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