
Bring your own sensor and video data to the Newton Agent Meetup—a hands-on session where you'll get access to Newton Agents and the API to build with your data in real time, with Archetype AI experts on hand to guide you.
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.
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
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 one-hour session with our team, plus hands-on testing time — flexible around your schedule.
We haven't locked a date yet — sign up now and we'll follow up with scheduling as soon as the first session is confirmed. We're keeping each session small (15–20 people), so if this one doesn't work for you, there will be more.
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.
