You define the schema. Fovea delivers human-verified physical world data — structured, annotated, quality-scored — matched exactly to your training pipeline requirements.
From task schema design to structured delivery — Fovea handles the full data engineering workflow so your team can stay focused on model training.
Define your annotation schema, capture format, and environmental constraints before collection begins. Workers follow your spec to the letter.
Monitor collection in real time — per-session quality scores, worker performance, geographic distribution, and delivery progress.
Choose your quality tier — automated pre-check, single human review, or dual independent review panels. Higher tiers slow throughput but raise confidence scores.
Receive data in JSON, HDF5, or ROS bag format with full metadata manifests, confidence scores, and annotation bundles ready for your training pipeline.
Specify regions, environment types, and demographic parameters. Fovea routes tasks to workers who match your exact collection requirements.
Task protocols exclude faces, identifiable locations, and personal documents by design. Consent frameworks, data handling agreements, and retention policies included.
A structured, predictable process from first brief to final dataset. No black-box timelines or vague status updates.
Define task type, environment, capture format, annotation schema, quality tier, and volume via the buyer portal. Our team reviews within 24h.
Matched workers receive your task brief and begin collection under guided protocol. Live QC monitoring starts from the first submission.
Human-reviewed, quality-scored data is packaged to your spec and delivered in your preferred format. Iteration cycles included at no extra charge.
Data licensing scales from exploratory research to production-scale training. All tiers include full metadata, confidence scores, and annotation bundles.
For early-stage exploration, capability benchmarking, and proof-of-concept training runs.
For production training runs with high-confidence data requirements and structured delivery pipelines.
Bespoke task schema design, dedicated collection teams, and custom annotation frameworks for novel task types.
We are opening a limited founding partner cohort to AI labs and robotics companies that want to shape Fovea's data infrastructure from the start.
Founding partners receive 24-month preferred pricing, priority scheduling, and direct input into task schema design and platform roadmap.
Rates locked at founding partner terms for two years — regardless of platform price changes as we scale.
Your tasks are queued first. When volume is high, founding partners never wait for worker capacity to clear.
Monthly calls with the Fovea team. Your use cases shape new task categories, annotation schemas, and platform features.