THE DATA LAYER UNDERNEATH PHYSICAL AI

The robots are coming. The data to teach them isn’t.

Physical AI can’t learn from data that doesn’t exist yet. Strata captures real-world interaction data from robots at work, clears it for use, and delivers it to the teams teaching machines to act in the physical world.

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12+
SIGNALS CAPTURED PER EPISODE
100%
PROVENANCE-STAMPED & CLEARED
0
PERSONAL DATA RETAINED
Days
TO DEPLOY ON SITE, NO REWIRING
SCROLL ↓
REAL-WORLD GROUND TRUTH  //  MULTIMODAL EPISODES  //  RIGHTS-CLEARED  //  EDGE-REDACTED  //  CROSS-SITE COVERAGE  //  PROVENANCE-STAMPED  //  BUILT FOR PHYSICAL AI  //  REAL-WORLD GROUND TRUTH  //  MULTIMODAL EPISODES  //  RIGHTS-CLEARED  //  EDGE-REDACTED  //  CROSS-SITE COVERAGE  //  PROVENANCE-STAMPED  //  BUILT FOR PHYSICAL AI  //  
01  /  The bottleneck

Intelligence isn’t the hard part anymore. Real-world data is.

SIMULATION HAS A CEILING
Synthetic only goes so far

Models trained on web video and simulation break on the contact-rich moments that decide whether a machine is safe to use. The ground truth has to come from the physical world, captured as it actually happens.

DATA
EVAPORATES
REAL DATA IS FLEETING
It happens, then it’s gone

The interaction data that matters is created every day inside live operations, then lost the instant it’s produced. Nobody captures it cleanly, at scale, across the messy reality of real sites.

Strata captures that data at the moment it’s created, clears it for use, and turns it into something physical AI can actually learn from. That is the whole job, and we do only that.

02  /  The capture kit

One configurable kit. It turns a live cell into structured, usable data.

FIG.01  /  CAPTURE TOPOLOGY
VISION + DEPTH
ROBOT FEED
TELEOP + DEMO
↓   ↓   ↓
EDGE BOX · TIME-SYNC + REDACTION
RIGHTS-CLEARED EPISODE → CORPUS
01
Vision & depth over the cell
RGB-plus-depth, mobile or fixed. Off-the-shelf, with no facility rewiring.
02
Robot proprioception feed
Joint encoders, force-torque and end-effector state, through ROS2 or the vendor API. Brand-neutral by design.
03
Teleop & human demonstration
People seed demonstrations and correct failures. The corrections are the most valuable data we collect.
04
Edge box: sync & redaction
A Jetson-class box time-syncs every stream and blurs faces and badges before anything leaves the building.

Teams on site get a live operations dashboard. Every run becomes a clean, structured, rights-cleared episode.

03  /  What you can license

Each unit is one time-synced, multimodal, annotated, provenance-stamped episode.

Every episode arrives ready to train on: time-synced across sensors, labeled, and cleared for use. The corpus is richest where it matters most, in the failures and corrections that synthetic data and web video can never provide.

EPISODE · EP-04417 · PICK-PLACE / BIN◉ PROVENANCE VERIFIED
VISION
DEPTH
PROPRIO
FORCE
ACTION
OUTCOME
PASS
CORRECTION ★
✓ ENTITY-ANONYMIZED✓ CONSENT-STAMPED✓ LINEAGE ON EVERY RECORD✓ INDEMNIFIED ON DELIVERY
04  /  Who it’s for

Built for both sides of physical AI.

FOR THE BUILDERS
Teams training physical AI

License cross-site, multimodal interaction data that’s cleared for training and evaluation, and reach the long tail of real-world cases your own fleet will never see on its own.

Request data access →
FOR OPERATORS
Sites running robots

Deploy a kit and dashboard built for live operations, get your robot pilots working, and turn the activity your site already produces into lasting value.

Talk to us →

Become the default place physical AI gets its data.

Whether you’re training models or running operations, let’s talk about getting you real-world physical-AI data you can trust.

Request data access →About Strata