Archetype AI

What Archetype AI does

Archetype AI is a Physical AI company pioneering a new form of artificial intelligence capable of perceiving, understanding, and reasoning about the physical world. They solve real-world problems by revealing hidden patterns and behaviors using AI. Their vision is to encode the entire physical world by building Newton, the first foundation model that understands the physical world. Newton fuses multimodal temporal data from various sensors with natural language to unlock real-time insights about the physical world. The Archetype Platform allows businesses to put Physical AI to work, revealing new insights, making assets intelligent, and building and deploying AI solutions instantly with natural language and simple APIs. It eliminates the clutter of narrow models, allowing multiple agents to be built on the same platform, scaling faster while saving time and resources.

Products

• NewtonThe first foundation model that can understand the physical world. Newton fuses multimodal temporal data (accelerometers, gyroscopes, radars, cameras, microphones, thermometers, environmental sensors) with natural language to unlock real-time insights. It is a proprietary Physical World Model that perceives, understands, and reasons about the physical world in real time. Newton Fine-Tuning allows the model to adapt to specific operations, grounded in sensor data, tailored to processes, and deployed on infrastructure, keeping AI private and evolving. Newton TimeFusion is a 2.0B-parameter multimodal model that unifies human language and time-series sensor data using Universal Tokens, creating a "Physical AI" layer for natural conversations with sensors and machines.
• Archetype PlatformA platform for businesses to build and deploy Physical AI solutions. It is powered by Newton and enables the creation and deployment of Physical Agents across various use cases and industries. The platform offers out-of-the-box sensor fusion, an API and Agent Toolkit, natural language building capabilities, and turn-key Newton Agents for machine monitoring, task verification, and safety. It supports deployment on the edge, private cloud, or on-premise, and includes core services like authentication, resource management, GPUs deployment, security, and observability.
• Agent ToolkitAn intuitive, no-code visual environment for prototyping and testing Physical Agents.
• Newton AgentsReady-to-use physical agents included in the Archetype Platform for machine monitoring, task verification, and safety. These can be customized or extended using the SDK and Agent Skills. Prebuilt agents are available for common machine, process, and workforce use cases. Examples include Operational State Monitoring, Anomaly Discovery, Rare Event Detection, Task Verification, and Manual Generation.
• Kajima Construction Efficiency AgentAn application that combines views from multiple cameras to measure equipment utilization across core tasks like excavation or towing, correlating it with factors such as tides and weather forecasts. It processes terabytes of sensor data to improve efficiency, reduce waste, and preserve expert knowledge in construction.
• NTT Shop Floor AgentAn anomaly detection system that monitors manufacturing operations in real-time, preventing equipment failures by identifying issues in critical components like gearboxes and motors. It runs entirely on-premises via edge AI and adapts to many use cases with minimal training.
• City of Bellevue Pedestrian Safety AgentAn agent that processes 43 GB per intersection daily, running on the edge powered by Dell's platform using inexpensive GPUs and hosted on AT&T's network, trained on real data provided by the City of Bellevue to enhance pedestrian safety and identify near-miss incidents in real time.

Key capabilities

• Perceiving, understanding, and reasoning about the physical world
• Fuses multimodal temporal data from various sensors with natural language
• Reveals hidden states, patterns, and anomalies in physical asset behavior
• Deploys Newton as physical agents on the edge or on-prem for secure, low-latency decision-making
• Design and test AI solutions with natural language, own data, and simple APIs
• Eliminates the clutter of narrow models, allowing multiple agents on one platform
• Out-of-the-box sensor fusion
• API and Agent Toolkit for solution creation
• Build with natural language instructions and multimodal prompts
• Turn-key Newton Agents for machine monitoring, task verification, and safety
• Newton Fine-Tuning for adapting Physical AI to specific operations
• Sovereign AI infrastructure for full control, security, and scalability
• Connects any sensor or data source (vibration, current, temperature, video)
• Supports real-time streams or historical data for analysis, testing, and simulation
• Automated development tools and SDK for extending/customizing agents
• Deployment anywhere from cloud to edge
• Scalable, portable, and optimized architecture for real-world operations
• Newton TimeFusion for natural-language intelligence for sensors

Use cases

• Detecting hidden states, patterns, and anomalies in physical asset behavior
• Increasing efficiency and lowering operational costs
• Real-world awareness directly into physical operations (factory floors, city streets)
• Machine monitoring
• Task verification
• Safety
• Preventing equipment failures (e.g., gearboxes, motors)
• Measuring equipment utilization (e.g., excavation, towing)
• Correlating equipment utilization with factors like tides and weather forecasts
• Improving worker safety
• Boosting operational efficiency
• Optimizing warehouse operations
• Predicting downtime in supply chain & logistics
• Enhancing productivity in supply chain & logistics
• Ensuring smooth coordination across facilities in supply chain & logistics
• Autonomously monitoring site progress in construction
• Monitoring safety compliance in construction
• Monitoring equipment utilization in construction
• Enhancing pedestrian safety in smart cities
• Identifying near-miss incidents in smart cities
• Creating adaptive homes that predict intent and simplify interaction
• Delivering personalized automations and comfort in smart homes
• Continuously monitoring complex systems (electrical grids, drilling operations) in energy
• Detecting inefficiencies and preventing costly downtime in energy
• Understanding driver intent and behavior in automotive
• Adapting in real time for safer, more personalized, and comfortable driving experiences
• Continuously tracking patient conditions and well-being in healthcare & wellness
• Supporting proactive care and predicting complications early in healthcare & wellness
• Identifying hidden machine conditions
• Detecting emerging anomalies
• Predicting failures before they impact operations
• Uncovering operating conditions, process variability, and performance drivers behind complex physical operations
• Identifying opportunities to improve quality, throughput, and efficiency in processes
• Augmenting frontline teams with agents that understand video, sensor data, and operational context
• Verifying task execution for workers
• Generating operational guidance for workers
• Helping workers perform complex procedures more efficiently, consistently, and safely

AI approach

Archetype AI is a Physical AI company pioneering a new form of artificial intelligence that is capable of perceiving, understanding, and reasoning about the world. They are building Newton™, the first foundation model that can understand the physical world. Newton fuses multimodal temporal data from various sensors with natural language to unlock insights about the physical world in real time. The Archetype Platform allows users to build and deploy Physical Agents using natural language, their own data, and simple APIs, with options for fine-tuning Newton on proprietary data.

Tech named: Physical AI, Machine Learning, AI, Newton™ foundation model, Physical Agents, sensor fusion, natural language processing, edge AI, TimeFusion, 2.0B-parameter multimodal model, Universal Tokens

Industries served

• Technology, Information and Internet
• Construction
• Manufacturing
• Telecommunications
• Supply Chain & Logistics
• Smart cities
• Smart Homes
• Energy
• Automotive
• Healthcare & Wellness

What it says sets it apart

• Pioneering a new form of artificial intelligence: Physical AI
• Newton is the first foundation model that can understand the physical world
• Fuses multimodal temporal data from diverse sensors with natural language
• Reveals hidden patterns and behaviors that escape human perception
• One platform for limitless use cases, eliminating clutter of narrow models
• Out-of-the-box sensor fusion with little to no additional data or fine-tuning required
• Build and deploy instantly using natural language and simple APIs
• Newton Fine-Tuning adapts AI to specific operations without sending proprietary data to the cloud, ensuring privacy
• Deployment flexibility: cloud, edge, or on-premise
• Newton TimeFusion unifies human language and time-series sensor data using Universal Tokens
• Focuses on augmenting human intelligence rather than replacing humans

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.