Archetype AI Newton and Physical Agents Platform

Archetype AI is a Physical AI company founded in 2023, with a legal address in San Diego, California. Its team of more than 40 includes scientists and engineers from Google. The company turns raw sensor data into operational intelligence for industrial settings.

Its core is Newton, a physical world model that fuses multiple sensor types, plus the Archetype Platform for building and deploying agents through natural language, REST and Python APIs or a no-code toolkit. Prebuilt Newton Agents cover anomaly discovery, task verification and operational state monitoring. Newton TimeFusion is a 2.0B-parameter model linking language and time-series data. Listed customers include the City of Bellevue and Kajima.

• Newton world model: fuses multiple sensor types into one physical model.
• Agent builder: REST and Python APIs plus a no-code Agent Toolkit.
• Prebuilt agents: anomaly discovery, task verification, state monitoring and rare anomaly detection.
• TimeFusion: 2.0B-parameter model connecting language and time-series sensor data.
• Flexible deployment: edge, on-premises or cloud.

Anomaly detection on production-line machine sensors. Verification that assembly tasks are completed correctly. Pedestrian and traffic safety monitoring for smart-city projects.

Turns existing sensor streams into actionable alerts without building models from scratch. Agents can be created with natural language or a no-code toolkit. Deploys on edge, on-premises or cloud. Prebuilt agents shorten setup for common industrial tasks.

Factories and infrastructure operators collect large volumes of sensor data that rarely turns into decisions. Foundation models for sensor data are an emerging way to reduce custom analytics work; Vietnamese manufacturers with growing IoT deployments could pilot them for anomaly detection.

Founded 2023; legal entity Archetype AI Inc., San Diego, CA. $35M Series A announced 2025-11. Investors named on the site include Hitachi, Samsung and Amazon.