FieldMesh Data connects physical AI, robotics, and VLA teams with real US operating environments for buyer-defined first-person video data collection — under protocol-driven, consent-first programs scoped pilot-first.
Frontier models for the physical world need footage from the physical world. FieldMesh Data builds the connective layer — matching buyer-defined capture protocols to qualified US environments where work actually happens.
US egocentric video supply for physical AI teams. Bring a task definition; we translate it into a field-ready capture protocol and source the environments to run it.
Turn real-world operations into structured AI training data. Approved sites host voluntary, protocol-based capture programs designed for minimal disruption to daily work.
Each node in the mesh is a reviewed operating environment — a warehouse aisle, a working kitchen, a maintenance route. A buyer protocol defines the task, the viewpoint, and the acceptance criteria; FieldMesh routes it to environments where that work is genuine and repeatable.
A pilot-first workflow designed so buyers validate quality early and environments understand exactly what participation involves.
Buyers submit a task definition — viewpoint, actions, scene conditions, and acceptance criteria. We shape it into a field-ready capture protocol.
We identify qualified US environments where the task is authentic, and confirm site participation and worker volunteers before any capture begins.
A small, scoped capture run produces a sample pack against the protocol — so buyers evaluate real footage and QA fit before scaling.
Footage is reviewed against the buyer's acceptance criteria. PII review is planned into the workflow and refined during pilot scoping.
Validated protocols expand across additional qualified environments under NDA / MSA-ready agreements, with structured delivery and ongoing QA.
Worker participation is voluntary, and site participation is confirmed before capture. Programs are built to support informed consent.
Personal-information review is planned into the capture and delivery workflow and reviewed during pilot scoping for each protocol.
Engagements are structured to operate under NDA and master service agreements, with protocol-defined scope on both sides.
FieldMesh Data is in active field-network development. Descriptions above reflect how programs are designed to operate; specifics are protocol-defined and reviewed during pilot scoping. We do not claim blanket legal compliance — controls are tailored to each engagement.
Whether you're sourcing US egocentric data or operating an environment that could participate, the first step is a scoped conversation.