
Archetype AI helps businesses perceive and reason about physical environments using real-time sensor data to detect issues and automate responses. The company develops Newton, a proprietary Large…

Archetype AI helps businesses perceive and reason about physical environments using real-time sensor data to detect issues and automate responses. The company develops Newton, a proprietary Large…
What they do: B2B Physical AI platform that fuses multimodal sensor data and natural language via a foundation model (Newton) for on-edge agents and automation
Founded: 2023
Headquarters: Palo Alto
Notable tech: Newton Large Behavior Model, sensor fusion, edge deployment, REST/Python APIs, Agent Toolkit
Funding to date: Reported total $48M (multiple rounds including $13M seed and $35M Series A)
Real-world sensor fusion, on-edge agent reasoning, and automation for industrial and infrastructure environments.
2023
Technology, Information and Internet
13000000
Seed round reported on company site as $13M; joined by Hitachi Ventures and the Amazon Industrial Innovation Fund
35000000
Reported $35M Series A with participation from investors including Bezos Expeditions and Samsung Ventures
“Backed by strategic and venture investors including Venrock, Hitachi Ventures, IAG Capital Partners, Bezos Expeditions, Samsung Ventures, and the Amazon Industrial Innovation Fund”
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About Archetype AI At Archetype AI , we are building the foundation for Physical AI : intelligence that understands and reasons about the physical world through sensor data.
Our foundation model is trained on hundreds of millions of real-world measurements . Instead of learning only from documents, it learns from the behavior of the world itself.
The result is a system that can interpret physical environments , not just language.
This shift introduces a fundamental design question: If AI is no longer confined to a chat interface, what does interaction look like? How do people work with intelligence that is continuous, ambient, and situated ? How do you visualize what the model perceives? How do humans and AI build a shared understanding of what is happening in the world?
About Role We are launching a 10-week Design Fellowship for students who want to help explore these questions.
Each fellow will be matched to a focused project, scoped for the duration of the program. These are not speculative exercises. The work ships, informs product direction, or advances our understanding of how people relate to Physical AI.
You will collaborate closely with researchers, engineers, and designers. You will build working prototypes using the latest advances from our R&D team, at the intersection of the digital and the physical.
Who We're Looking For We welcome applicants from a range of disciplines, including graduate students in Design, HCI, Robotics, or related fields.
This Role Is a Strong Fit If You
We are based in San Mateo and expect fellows to be in the office a few times per week.
More than anything, we are looking for builders : people who are curious, resourceful, and drawn to problems without established playbooks. People interested in what AI becomes when it leaves the screen and enters the world.
How To Apply Please submit:
(website, PDF, GitHub, or video)
What draws you to Physical AI? What would you want to explore?
Send applications to designfellowship2026@archetypeai.team Subject: *Design Fellowship — Your Name
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