Domains

Where frontier AI teams deploy Harbor.

Harbor runs programs across the verticals where model performance is gated by real-world data quality. The operational layer is the same regardless of domain — capture, expert review, eval-ready delivery.

Robotics & Physical AI

Manipulation, perception, and navigation programs using egocentric wearable capture, RGB-D video, and task demonstrations. Expert review by robotics engineers and CV researchers. Covers tabletop manipulation, warehouse navigation, legged terrain, and human-robot interaction.

Computer Vision

Image and video programs for detection, segmentation, classification, and scene understanding. Multi-environment capture, edge-case collection, and expert validation for production vision systems.

Wearable AI

Harbor's flagship capture modality. Egocentric POV, head-mounted and wrist-mounted sensors, natural interaction sequences — the signal that phone uploads and lab environments cannot replicate.

Agentic Systems

Evaluation and red-teaming programs for agentic and tool-use models. Expert networks covering task completion assessment, failure mode identification, and high-stakes judgment workflows.

Industrial & Manufacturing

Assembly, inspection, and operations data from real production environments. Expert reviewers with domain background in manufacturing, quality assurance, and industrial safety.

Automotive & Autonomous Driving

On-road and off-road video capture, sensor fusion data, and edge-case scenarios. Expert validation by autonomous systems engineers and safety reviewers.

Multilingual & Voice

Audio capture, transcription, and language data programs across diverse speaker populations, accents, and environments. Expert review for nuanced language and cultural context.

Programs are scoped directly — there is no self-serve catalog. If your domain is not listed or your requirements are specific, that is exactly what managed programs are for.

Talk to Harbor

Intelligence layer updates

Program notes, expert network openings, and operational updates for frontier AI teams.