
Join us September 15 for the Newton Agent Meetup — a hands-on session (just 15 spots) where you'll bring your own sensor and video data to build with Newton Agents and our API in real time, with Archetype AI experts on hand to help.
How It Works

Choose one or more sensor, video, or telemetry datasets from your own operations to bring to the meetup — 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 your data. Give our team direct feedback along the way and connect with like-minded operators implementing Physical AI across industries.
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
The first session takes place on September 15. We're keeping the cohort small — only 15 developers will be accepted — so if this session fills up or 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 two-hour session with our team, plus hands-on testing time — flexible around your schedule.
Build with Newton
_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.
