Why Harbor
Human Intelligence Infrastructure for AI
Harbor captures, validates and delivers provenance-rich multimodal intelligence from the real world—through Harbor Passport™, adaptive validation and enterprise delivery. One operational layer. No broken provenance.
How it works
Capture. Passport. Validate. Deliver.
Capture
Egocentric multimodal intelligence from consented contributors in real operational environments.
Harbor Passport™
Consent, provenance, and longitudinal contributor identity on every asset.
Adaptive Validation
Domain-matched specialists validate against operational rubrics that matter.
Execute at scale
Managed operations across warehouse, trades, logistics, clinical workflow, and residential environments.
Enterprise Delivery
Structured manifests and audit trails for foundation model pipelines.
Platform
Three capabilities. One layer.
Capture
Provenance-rich egocentric multimodal intelligence from commercial environments.
Talk to HarborHarbor Passport™
Persistent contributor identity—consent, provenance, and capture integrity.
See the trust layerValidate & Deliver
Adaptive validation and enterprise delivery of production-ready intelligence assets.
Talk about deliveryWhat operators say
“We stopped managing five vendors. Harbor runs the full loop—and our eval pipeline finally gets clean manifests.”
“Domain-matched reviewers on robotics evals. Throughput up, quality held.”