
Join us for the Newton Meetups — monthly hands-on sessions where you'll build with
Newton Agents and our API in real time, with Archetype AI experts on hand to help.
Bring your own data or data from open sources to play with.
Upcoming Meetups
Join online from anywhere.
Join online from anywhere.
Join online from anywhere.
How It Works

Pick a real sensor dataset (or one in the public domain); you can choose one or more sensor, video, or telemetry stream — Newton fuses them into a single view.
A hands-on walkthrough of Newton and how to build with our physical world model and physical agents.
Run Newton against data that matters for your use case. Give our team direct feedback along the way and connect with like-minded operators implementing Physical AI across industries.
Build with Newton
Who It's For
Built for ML and data engineers at asset-heavy companies — manufacturing, energy, materials, process industries — who already have sensor, video, or telemetry data and want to see what a physical world model finds in it, in minutes without requiring labeled data or building a bespoke model per machine.
What You'll Get
We'll prep you with a hands-on workshop, and afterward you'll have continued platform access for several weeks, plus a dedicated Slack channel with access to the Archetype AI team to ask questions and get answers. Think of this as a real opportunity to understand what Physical AI is capable of and apply it to your everyday job.
Why Teams Are Building With Newton

Newton generalizes across machines, sites, and use cases out of the box — no new model to build, no years of labeled history to collect.
Newton fuses every sensor stream into one view and surfaces the patterns no single stream shows on its own — in plain language your team can act on.
Newton runs in the cloud, in your VPC, or fully air-gapped at the edge — your data never has to leave, no exceptions.
Newton Agents solve common operational challenges with just a handful of examples — eliminating months of data labeling, model development, and retraining.
FAQ
We have one session per month planned and we're keeping them small — only 15 developers will be accepted per session. Sign up and if the next doesn't work for you, there will be more.
No. Newton is pre-trained on billions of cross-modal sensor measurements and works zero/few-shot. Bring raw sensor, video, or telemetry data and Newton adapts to it.
No. You'll get temporary API access to run your own data through Newton for the session, and nothing about it lives on our side.
A live virtual 90-minute session with our team, plus hands-on testing time — flexible around your schedule.
_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.
