A full-stack AI platform
for building and deploying Newton Agents in the real world
The Archetype Platform gives you everything to build and deploy Newton Agents that bring intelligence to your physical assets — wherever they are, in real time.
Archetype AI platform
NEWTON AGENTS
Operational State Monitoring
Anomaly Discovery
Rare Event Detection
Task Verification
Manual Generation
Agent Toolkit
Agent Skills
Workbench
Js Client
Python Client
API
File API
Sensors API
Agent API
newton foundation model
Fine Tuning Engine
Inference Engine
cORE SERVICES
Authentication
Resource Management
GPUs Deployment
Security & Observability
DEPLOYMENT INFRASTRUCTURE
Edge
Private Cloud
On-Prem
Prebuilt agents
Agents for every industrial challenge
Choose from a set of prebuilt Newton Agents or customize them to fit specific workflows and environments.
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Identify hidden machine conditions, detect emerging anomalies, and predict failures before they impact operations by continuously monitoring multimodal sensor data. Deploy agents across diverse asset types without building and maintaining custom models for every machine.
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Uncover the operating conditions, process variability, and performance drivers behind complex physical operations. Identify opportunities to improve quality, throughput, and efficiency by continuously monitoring how processes behave in real-world operating conditions.
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Augment frontline teams with agents that understand video, sensor data, and operational context. Verify task execution, generate operational guidance, and help workers perform complex procedures more efficiently, consistently, and safely.
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Build with Archetype
Transform real-world data into insight with seamlessly built Physical Agents.
SECURITY
Sovereign AI infrastructure
Run the Newton platform in your infrastructure — in the cloud or on-prem — for full control, security, and scalability
blog
The Archetype AI Blog
Nov 20, 2025
TimeFusion: Natural-Language Intelligence for Your Sensors
Introducing Newton TimeFusion, Archetype's 2.0B-parameter multimodal model that unifies human language and time-series sensor data using Universal Tokens. This breakthrough creates a "Physical AI" layer, allowing users to have natural conversations with sensors and machines for actionable insights, prediction, and control.
Dec 12, 2024
Connecting the Dots: How AI Can Make Sense of the Real World
Humans can instantly connect scattered signals—a child on a bike means school drop-off; breaking glass at night signals trouble. Despite billions of sensors, smart devices haven’t matched this basic human skill.  Archetype AI’s Newton combines simple sensor data with contextual awareness to understand events in the physical world, just like humans do.  Learn how it’s transforming electronics, manufacturing, and automotive experiences.