The robots are coming — and nine cutting-edge startups just got a massive boost to make that happen sooner. MassRobotics, in partnership with Amazon Web Services (AWS) and Nvidia, has officially announced the second cohort of its highly anticipated Physical AI Fellowship — and the lineup of companies is more ambitious than ever.
What Is the Physical AI Fellowship and Why Does It Matter?
A Virtual Accelerator With Real-World Muscle
The Physical AI Fellowship is a virtual program powered by AWS Startups and NVIDIA Inception that helps high-potential robotics startups build, refine, and scale physical AI solutions.
Think of it as a turbo-charged incubator — but instead of just office space and mentorship, these startups get world-class engineering firepower. Fellows receive hands-on support from AWS Generative AI Innovation Center scientists and engineers, cloud credits, and access to NVIDIA Inception resources including mentorship, technical training, and developer tools.
And the financial support is substantial. Fellows are eligible for up to $200,000 in AWS credits and dedicated support channels AI Insider — resources that can mean the difference between a prototype gathering dust and a product hitting the market.
Meet the 9 Startups Shaping the Future of Robotics
From Solar Farms to Convenience Stores to Surgical Suites
The 2026 cohort includes nine startups working across sectors such as agriculture, construction, renewable energy, industrial automation, logistics, teleoperation, robotics data infrastructure, and humanoid robotics. The companies selected are Burro, Config, Deltia, Haply Robotics, Luminous Robotics, Roboto AI, Telexistence, Terra Robotics, and WIRobotics.
The diversity is striking. Luminous Robotics frees workers from repetitive heavy lifting of solar panels for faster, safer installations, while Telexistence — whose robots already operate in Japan’s convenience chains — is deploying vision-language-action-powered humanoids into retail stores.
Meanwhile, Terra Robotics has developed a smart tractor implement designed to reduce farmers’ dependence on manual labor and chemical herbicides using laser-weeding technology. WinBuzzer These aren’t science fiction concepts — they’re deployable technologies being accelerated right now.
The Bigger Picture: Why Physical AI Is the Next Frontier
Moving Beyond Screens and Into the Real World
There’s a reason the world’s largest cloud and chip companies are backing this program. The fellowship’s focus on physical AI aligns with a broader shift from traditional robot-centric automation toward systems in which intelligence increasingly resides in software, models, and data pipelines.
As AWS VP Jason Bennett put it, the fellowship is designed to remove technical and resource barriers that slow innovation by embedding scientists and engineers directly with cohort companies, providing substantial cloud credits and AI services, and connecting them to enterprise customers eager to deploy these solutions.
During the inaugural 2025 program, each of the eight participating organizations engaged in bespoke engineering projects with AWS and Nvidia experts, tackling challenges such as foundation model development, simulation optimization, and edge deployment. Cohort two picks up where that left off at full speed.
Conclusion A Fellowship That’s Building Tomorrow’s Robots Today
The MassRobotics Physical AI Fellowship isn’t just a startup program — it’s a strategic signal from three industry giants that physical AI is the next defining chapter in robotics innovation. With nine globally diverse startups now in the pipeline, the 2026 cohort is poised to deliver breakthroughs across industries that desperately need them.
Want to see these startups in action? The fellowship cohort will be showcased live at the Robotics Summit & Expo, taking place May 27–28, 2026, in Boston. The Tech Portal Don’t miss it — the future of intelligent machines is on display.
