OUR VISION
A Newton Agent on every
machine on earth
NEWTON
Why Newton
Built for the complexity
of the physical world
Physical systems produce many signals and operate under constantly changing conditions. Newton brings those signals together, generalizes across systems, and adapts as behavior evolves.
1.0 FEATURE
Generalizes and adapts
Works on any machine out of the box with 90%+ accuracy, and keeps up as the machine changes. No custom model per machine, site, or use case.
2.0 FEATURE
Deploys anywhere
Runs in the cloud, on-premises, or air-gapped at the edge, on hardware as small as a Raspberry Pi. Your data never leaves your network.
3.0 FEATURE
Fuses every signal
Combines sensors, vision, and language into one understanding of how a machine behaves, and finds what no single signal shows.
WHERE THIS GOES
From detection
to autonomy
Newton Agents uncover hidden operating conditions, predict emerging problems, and enable intelligent action to keep operations running at their best. Start with a single asset and scale intelligence across machines, sites, and entire fleets.
L4 — ACTION
L3 — PREDICTION
L2 — UNDERSTANDING
L1 — DETECTION
01
Deploying
1–3 ASSETS
02
Expanding
UNDER 10 ASSETS, 1 SITE
03
Operating
10+ ASSETS, 1 SITE
04
Self-Optimizing
MULTI-SITE
05
Autonomous
FLEET-WIDE
CAPABILITY ↑
SCALE →
WHERE NEWTON AGENTS TAKE YOU NEXT
FEATURED RESEARCH
Advancing the science
of Physical AI
Our research advances how AI learns from the physical world. That work shapes Newton and lays the foundation for new capabilities in Physical AI.
01 BUILD
Build on Newton
Ship Physical AI products in months, not years.
Start from a model that already understands physical systems, with Archetype APIs and the Agent Toolkit. Put your team on the product and the customers.
IN PRODUCTION
A physical world model,
running in the real world
Newton is already deployed across energy infrastructure, wind farms, and city streets. With Newton Agents and the Archetype Platform, teams can put Physical AI to work where their data lives — on-premises, at the edge, and in air-gapped environments.
Energy technology
Hundreds of wells
One model, 90%+ accuracy
Pedestrian safety
City of Bellevue
Pedestrian Safety Agent
Construction efficiency
Kajima
Construction Efficiency Agent
_Schedule a Demo
Put Physical AI to work
Talk with one of our Physical AI experts and learn how to deploy Newton Agents across a wide range of use cases — mapped to the outcomes you care about.
