US Field Data Infrastructure · Pilot Scoping Open

The physical world
doesn't train itself.

FieldMesh connects physical AI and robotics teams with 50+ real US operating environments — delivering first-person video data under your protocol, at the scale your models actually need.

For AI Teams & Data Buyers
Source US egocentric video
Buyer-defined protocols. Real US environments. Pilot-to-production supply.
Request pilot scope →
For US Businesses
Get a custom revenue proposal
Rates vary by industry and team size. Submit your profile and get a proposal within 24 hours — no commitment.
See what your business earns →
50+
US Operating Environments
24hr
Custom Proposal Turnaround
75%+
Worker Acceptance Rate
100%
Consent-First Programs
Two sides. One network.

A mesh between AI teams and real operating environments.

Frontier models for the physical world need footage from the physical world. FieldMesh builds the connective layer.

// 01 — Demand Side

AI Teams & Data Buyers

The physical AI training data problem isn't synthetic data quality. It's that real US footage — in real US environments, with real compliance — barely exists at scale. Until now.

  • Buyer-defined capture protocols — you define the task, the viewpoint, the QA
  • 9+ operating categories: logistics, kitchens, manufacturing, fabrication, warehousing
  • Pilot sample packs before you commit to scale
  • Consent-first, PII-reviewed, NDA/MSA-ready
Submit a protocol intake →
// 02 — Supply Side

Businesses & Operators

Your team is already doing the work. The robots need to watch it. We handle the hardware, the consent, the protocol, the payment — you just keep doing what you do.

Revenue varies by industry — get your proposal in 24 hrs.
  • Phone headsets — no new equipment to install
  • Zero workflow change for your operation
  • Voluntary worker participation, 75%+ acceptance rate
  • Simple monthly check. Ongoing program.
See if you qualify →
How the mesh runs

From protocol to accepted footage.

A pilot-first workflow designed so buyers validate quality early, and environments know exactly what participation involves.

01 / Protocol

Protocol Intake

Buyers define the task: viewpoint, actions, scene conditions, and acceptance criteria. We shape it into a repeatable field capture protocol.

02 / Match

Environment Matching

We match the protocol to qualified US environments where that work is genuine, repeatable, and already happening every day.

03 / Pilot

Pilot Sample Pack

A small scoped capture run produces real footage against your protocol — so buyers evaluate quality before committing to scale.

04 / QA

Buyer-Defined QA

Footage is reviewed against criteria you set. PII review is built in. Delivery is structured for direct pipeline ingestion.

05 / Scale

Program Scale-Up

Validated protocols expand across additional environments under NDA/MSA-ready agreements. Recurring supply. Consistent quality.

Trust by design

Built for responsible field data collection.

Not as a legal disclaimer bolted on at delivery. As part of the architecture from day one.

🔒

Consent-First by Design

Worker participation is always voluntary. Site participation is confirmed before capture. Programs are built to support informed consent — not assumed.

👁️

PII Review, Planned In

Personal-information review is part of the capture and delivery workflow — scoped and refined during pilot, not handled as an afterthought.

📋

NDA / MSA Ready

Engagements are structured to operate under NDA and master service agreements. Protocol-defined scope on both sides of every transaction.

Next step

One conversation. Two possible outcomes.

Either you're building AI that needs to see the world — or you run a business that can show it. Either way, this is a 15-minute conversation.

Request a pilot scope Check site fit for your business