Skip to main content
Panoculon Labs

Building environment perception systems to help humans and machines better understand the world around them.

Seeing the world through electronics.

The road to Physical AI

Capture today. Models tomorrow.

Physical AI is bottlenecked on data. We're building the stack that unblocks it - starting with the hardware that collects it.

Shipping now

Egocentric capture hardware

The Trinet family - head camera, stereo, and the Wrist Cam Kit - wearable, hardware-synchronized cameras that record what your operators see and do, on one shared timeline.

Explore Trinet

In development

More modalities

A UMI-style data-collection gripper and tactile gloves - manipulation and touch data captured with the same synchronized-timeline discipline as Trinet.

Next

Annotation & fine-tuning pipeline

Tooling that takes Trinet-native recordings from raw capture to VLA-ready training data - annotation, curation, and fine-tuning in one pipeline.

The goal

Models that understand the physical world

Everything we build points the same direction: vision-language-action models trained on rich, precisely-timed egocentric data.

Coming soon

Trinet is for machines. Panocle is for humans.

Our mission runs both ways. Trinet helps machines understand the world around them. Panocle - our AI-first smart glasses, in development - helps humans understand the world around them: perception, understanding, and assistance, from hands-free computing to support for the visually impaired.

Meet Panocle