Human Intelligence Infrastructure for AI
Capture, validate and deliver provenance-rich multimodal intelligence from the real world.
Harbor enables AI labs to acquire verified egocentric intelligence across commercial environments through Harbor Passport™, adaptive validation and enterprise delivery pipelines.
250,000+
contributor network
3M+
processing endpoints weekly
Infrastructure
Capture → Passport → Validate → Deliver
Harbor enables AI labs to acquire verified egocentric intelligence across commercial environments through Harbor Passport™, adaptive validation and enterprise delivery pipelines.
01
Capture
Provenance-rich multimodal intelligence from real-world first-person experiences—synchronized video, spatial audio, and contributor context at the moment of capture.
02
Harbor Passport™
Persistent contributor identity with consent, longitudinal history, and capture integrity—enterprise trust attached to every asset.
03
Adaptive Validation
Domain-matched specialists validate operational workflows. Rubrics that match the environment—not a generic labeling pool.
04
Enterprise Delivery
Structured manifests, audit trails, and quality scores. Production-grade intelligence assets for foundation model pipelines.
Capability
Egocentric Intelligence
Egocentric intelligence sits at the heart of Harbor’s capture infrastructure.
First-person understanding is becoming a foundational requirement for modern AI. Harbor enables secure collection of egocentric multimodal intelligence across commercial environments, combining synchronized video, spatial audio, contributor identity and longitudinal context into enterprise-ready AI training assets.
Three capabilities. One intelligence layer.
Provenance-rich multimodal intelligence from real-world first-person experiences across commercial environments.
Talk to HarborConsent, provenance, and longitudinal contributor identity—capture integrity enterprises can audit.
See why HarborAdaptive validation by domain specialists, then enterprise delivery of production-ready intelligence assets.
Talk about deliveryOperational environments
Harbor captures provenance-rich multimodal intelligence across the commercial environments where models must understand real work—not laboratory abstractions.
Warehouse Operations
Floor navigation, picking, packing, and safety workflows from the contributor’s point of view.
Egocentric capture across live warehouse operations—spatial context, task sequencing, and operational signal production systems actually encounter.
Explore this environmentHarbor Passport™
Persistent contributor identity
Harbor Passport™ is the trust layer for capture integrity: consent, provenance, longitudinal contributor history, and enterprise-grade identity on every delivery.
- Consent recorded with every contribution
- Provenance from capture through enterprise delivery
- Longitudinal contributor history
- Capture integrity for frontier pipelines
Enterprise infrastructure
Real-world intelligence. Engineering trust.
Harbor is building the infrastructure that connects real human experience to the next generation of foundation models through provenance-rich egocentric multimodal intelligence—not a company that merely sells datasets.
Intelligence layer updates
Program notes, expert network openings, and operational updates for frontier AI teams.