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Archetype AI

Category: AI Agents

Physical AI platform that enables organizations to build and deploy Physical Agents powered by Newton, a foundation model that perceives, understands, and reasons about the physical world in real time Archetype AI was founded in 2023. The company is led by Ivan Poupyrev. Based in Palo Alto, United States. Team size: 40+. Total funding raised: $48M. Latest round: Series A. Key investors include ["IAG Capital Partners","Hitachi Ventures","Bezos Expeditions","Venrock","Amazon Industrial Innovation Fund","Samsung Ventures","Systemiq Capital","E12 Ventures","Higher Life Ventures"].

Founded
2023
Headquarters
Palo Alto, United States
Team size
40+
Total funding
$48M

Value proposition

Augments human expertise by transforming raw sensor data into actionable insights, enhancing decision-making and operational efficiency without replacing human roles

Products and solutions

["Newton Foundation Model (real-time sensor data understanding)","Physical AI Agents (deployable applications for specific use cases)","Archetype Platform (APIs and Agent Toolkit for building Physical Agents)","TimeFusion (multimodal model unifying human language and time-series sensor data)","On-premise AI deployment solutions (edge computing for low-latency processing)","Sensor fusion platforms for industrial IoT"]

Unique value

First AI foundation model specifically trained to interpret physical world sensor data, combining human-like contextual understanding with machine scalability. Newton learns physics from raw data without explicit programming

Target customer

Industries requiring real-time physical world intelligence (manufacturing, construction, automotive, smart home, industrial automation, and sensor-rich environments)

Industries served

["Manufacturing","Construction","Automotive","Smart Home Devices","Industrial Automation","Sensor Network Management","Telecommunications","Smart Cities"]

Technology advantage

Newton model processes real-time sensor data (IMUs, cameras, radar) with low-latency edge computing, enabling deployment on cost-effective hardware like NVIDIA L4 GPUs. Platform allows natural language interaction with sensors and machines

How they differentiate

Archetype AI specializes in 'Physical AI' using foundation models to perceive, understand, and reason about the physical world through sensor data. Unlike robotics-focused competitors, Archetype provides a software platform that works with existing sensors and hardware

Main competitors

["Covariant (robotics AI)","Figure AI (humanoid robots)","1X Technologies (mobile robots)","Sanctuary AI (general robotic agents)","Samsara (industrial IoT platform)","Vimaan (computer vision for warehouses)","Bright Machines (factory automation)"]

Key partnerships

["Infineon Technologies (sensor hardware integration and AI collaboration)","KAJIMA Corporation (construction industry pilot programs)","NTT DATA (manufacturing and telecommunications)","City of Bellevue (smart city applications)","NVIDIA (edge computing infrastructure)","Dell Technologies (edge platform)","AT&T (network infrastructure)","T-Mobile (edge AI network infrastructure, announced Mar 2026)","NVIDIA (expanded partnership for AI-RAN edge inference, announced Mar 2026)"]

Notable customers

["NTT DATA","Kajima Corporation","City of Bellevue","Infineon Technologies"]

Major milestones

["Raised $35M Series A in November 2025","Exited stealth mode with Newton foundation model (April 2024)","Published research paper on Newton's capabilities (December 2024)","Secured enterprise deployments with Fortune 500 companies","Launched TimeFusion multimodal model (2025)","Partnership with Infineon for IoT/sensor integration","Launched Archetype Platform and Agent Toolkit (Nov 2025)","Platform available on AWS Marketplace (Nov 2025)","Appointed Priya Shivakumar as CPO (Jan 2026)","Partnered with T-Mobile and NVIDIA for edge AI (Mar 2026)"]

Growth metrics

Deployed Physical Agents with NTT DATA, Kajima, and the City of Bellevue; 40+ team members; post-stealth since April 2024; processing 43GB per intersection daily for City of Bellevue deployment

Market positioning

Positioned as a pioneer in Physical AI, targeting enterprise applications with its Newton foundation model for physical-world understanding. Differentiates through its sensor-agnostic approach and natural language interface for physical systems

Geographic focus

Primary operations in the United States with enterprise deployments in North America and Asia (Japan through Kajima partnership, global through NTT DATA)

Patents and IP

Not disclosed publicly (focus on proprietary AI architecture and sensor fusion techniques)

About Ivan Poupyrev

20+ years in research and product development. Former technology development leader at Google ATAP, Walt Disney Imagineering, Sony, and Samsung. Award-winning inventor with over 100 US patents, 100+ scientific publications, and accolades including National Design Awards and SXSW Innovation Awards. Holds a Ph.D. in Computer Science from Hiroshima University and an M.S. in Applied Mathematics and Computer Science from Moscow Airspace University.

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