COMPANY  /  PRAXORIS

The physical world is barely recorded. We’re building the layer that changes that.

A robot only learns the real world by being shown it, one action at a time. That experience isn’t on the internet, and simulation breaks on the messy cases that matter most. It’s created every day inside real operations, and lost just as fast. Strata exists to capture it, clear it, and put it to work.

01  /  What we believe

A few convictions shape everything we build.

01
Real beats synthetic

The data that makes physical AI safe comes from the physical world. There is no shortcut around reality.

02
Neutral by design

We’re aligned with no single robot maker and no single buyer. Neutrality is what lets us serve the whole field.

03
Privacy is non-negotiable

Redaction happens on the edge, before anything leaves the building. Trust is the product as much as the data is.

04
Provenance always

Every record is traceable and cleared. If we can’t stand behind where it came from, we don’t ship it.

02  /  Where we work

We plug into the places physical AI meets the real world.

IN LIVE OPERATIONS

The warehouses, factories and sites where robots already work. That is where real interaction data is born, and where we capture it.

ACROSS EVERY BRAND

Vendor-neutral interfaces on standard protocols mean we capture from any robot, with no lock-in to a single maker.

FOR THE MODEL BUILDERS

Foundation-model teams, world models and simulators that need real-world data to train on and to validate against.

03  /  Team & hiring

A small senior team, weighted to the two hard problems.

Capturing clean data at the point of creation, and the infrastructure around it. We’re hiring a small, senior founding team.

Founder / CEO
Owns the vision, the key partnerships, and how Strata works with operators and labs.
Head of Data / ML ★ KEY HIRE
Owns the capture pipeline, time-sync, auto-annotation, and corpus quality.
Hardware / Integration Lead
Owns the kit, the brand-neutral robot interfaces, and edge deployment.
Commercial, Operators
Builds and manages relationships with the operators who run live sites.
Commercial, Buyers
Builds relationships with the teams licensing data, starting with the labs.
Counsel / Data Rights
Owns the contract templates and the provenance and indemnification posture.
We’re hiring the founding team.
If you’ve built capture pipelines, brand-neutral robot integrations, or data infrastructure, we’d love to talk.
View open roles →

Built as infrastructure, not as a product.

The more the world builds on physical AI, the more it needs a trustworthy record of how the real world behaves. We’re building that record, and making it available to everyone who needs it.

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