Hellbender announced the closing of a $12.5 million seed funding round to accelerate domestic manufacturing capabilities and expand its edge AI hardware platform portfolio. The round was co-led by Magarac Venture Partners and Veredas Partners, with participation from Mana Ventures, Gaingels, Sum VC, and Active Angels Network.
Based in Pittsburgh, Hellbender is focused on building Physical AI infrastructure platforms that bring real-time perception, reasoning, and decision-making directly to edge environments. The company said the new capital will support the rollout of its edge AI platforms while helping expand its product, growth, and hardware manufacturing teams to address increasing demand.
The company’s technology stack is designed and manufactured in the United States, positioning Hellbender as a domestic provider of AI hardware and computer vision infrastructure amid growing concerns around global supply chain resiliency. The company said robotics firms are increasingly adopting its technology for advanced AI perception and edge computer vision applications.
Hellbender also announced the commercialization of its AI hardware portfolio after years of developing custom edge AI computer vision systems for robotics companies. The company said it is evolving from a dedicated engineering and manufacturing provider into a broader commercial platform company focused on physical AI infrastructure.
As part of the launch, Hellbender introduced three flagship products powered by Hailo AI accelerators and Raspberry Pi compute technology:
- Hellbender Stereo Camera, an integrated edge AI platform offering depth perception, AI acceleration, and peripheral device control capabilities for intelligent systems operating in low-light and feature-poor environments.
- Hellbender Vine Camera System, a distributed monitoring platform supporting up to 64 cameras across large physical environments for applications including smart retail, inventory management, industrial monitoring, and assisted living deployments.
- Hellbender Tadpole Camera, a compact AI vision platform designed for OEM integrations, Insurtech deployments, advanced security systems, and embedded computer vision applications.
The company said pre-orders for the camera line will begin in June 2026. Hellbender also plans to showcase the new products at Automate 2026 in Chicago from June 22 to June 25.
KEY QUOTES:
“Hellbender has quickly become a critical backbone of Pittsburgh’s robotics ecosystem and an emerging national leader in domestic AI hardware. They are one of the few companies globally offering a fully integrated solution — from initial ideation through scaled manufacturing — right here in the United States. As AI and robotics move from research to real-world deployment, the need for secure, onshore engineering and production has never been more important. Hellbender is uniquely positioned at the center of that shift. Their ability to nearly double revenue each year since founding reflects both strong execution and accelerating demand. We’re thrilled to lead this round and support their continued growth.”
Jay Katarincic, Partner, Magarac Venture Partners
“The market is in dire need of the edge computing solutions Hellbender is delivering. Developers building the next generation of autonomous and industrial systems have been severely bottlenecked by a lack of accessible, intelligent hardware. Hellbender’s new line of physical AI cameras provides the exact depth perception, orchestration, and scalable infrastructure the industry is asking for right now.”
Vaibhav (Vai) Viswanathan, Veredas Partners
