the reach of a network, the rigor of a lab.
Most data shops acquire fine and break on the things that actually matter: reliable quality, clean provenance, and people who stay. We built matchpoint around the opposite.
vetted, trained contributors
Every contributor is screened, trained to spec, and quality-scored — the reach of a network to capture the long tail of the real world, without the quality lottery.
on-site, real environments
We capture in the homes, workplaces, and outdoor settings your AI actually operates in — the real-world distribution a lab set can't fake.
production-grade qc
Native-speaker audio verification, multi-layer review, and acceptance reporting — a managed delivery partner backed by 30+ years of production, not a pile of raw uploads.
neutral by design
We're independent — never owned by an AI lab — so your data isn't quietly training a competitor.
provenance you can defend
Framed, timestamped, consent-clean, and traceable end to end. You can audit and defend every asset — to your board and to regulators.
every modality, one partner
Video, audio, image, and FAA-certified aerial under one roof — plus off-the-shelf datasets when you need data ready today.
tell us what your models are missing.
We'll scope a capture program and show you sample data — usually within a week.