What Harbor is
Human intelligence infrastructure for models that work in the real world.
Harbor is the data layer for models that have to work outside the lab.
People record real work. Harbor checks quality, keeps identity and consent attached, and delivers licensed hours companies can train on.
One loop
Capture. Passport. Validate. Deliver.
- Capture — Provenance-rich multimodal streams: synchronised video, spatial audio, and sensor data, collected in real commercial environments under explicit consent.
- Harbor Passport — Persistent identity with consent, history, and capture integrity on every asset.
- Adaptive validation — Domain-matched specialists applying operational rubrics matched to the environment.
- Enterprise delivery — Structured manifests, quality scores, and full audit trails.
Three capabilities
- Data Network — Acquire real-world multimodal data through Harbor’s distributed network.
- Expert Network — Vetted specialists for evaluation, validation, annotation, and red teaming.
- Managed programs — End-to-end collection, validation, and delivery for specialised workloads.
Harbor is infrastructure, not a company that only sells datasets.
Read Why this exists or Talk to Harbor.
Need a programme scoped? Talk to Harbor.