Real workers. Real environments.
Human-verified
physical world data
physical world data
Fovea delivers structured, human-verified physical world data — the ground truth your embodied AI needs to see clearly and act reliably.
AI labs specify what they need. Fovea workers collect it. Every task is structured, annotated, and quality-verified before delivery.
Workers see structured task briefs — location, expected duration, required equipment, and payout.
In-app protocol guides exactly what to capture — angles, lighting, repetition count, environment conditions.
Submissions pass automated pre-checks before manual review. Payment clears within 24h of approval.
Define task type, environment, capture format, annotation schema, and quality tier via the buyer portal.
Real-time dashboard shows collection progress, geographic distribution, and per-session quality scores.
Structured exports in your preferred format — JSON, HDF5, ROS bag — with full metadata and annotation bundles.
Every task produces data in a pre-agreed schema. No post-processing surprises. No format negotiation after delivery.
Physical world data requires real humans in real environments. Synthetic won't cut it for manipulation training at the edge cases that matter.
QC is not a feature. It's baked into every step — automated pre-checks, human review panels, and per-session confidence scores.
Complete structured physical tasks — household, kitchen, outdoor — and get paid within 24 hours of approval.
Define exactly what you need. Fovea delivers structured, annotated, human-verified data matched to your training pipeline.
We are accepting a limited founding partner cohort — AI labs and robotics companies that want to shape the data infrastructure. 24-month preferred pricing locked in at launch.