About
Verified data for physical AI.
HandOver is the physical AI data service of KP Digital. We collect, teleoperate, label and evaluate for robotics and embodied AI teams, and verify every episode before it ships.
Our verification standard
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Every episode reviewed twice.
Independent reviewers, agreement reported per batch.
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Every stream time-aligned.
Measured offsets per episode, not assumed.
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Every rejection reported.
Reason codes per episode. On a 30,000-episode benchmark, 0 clean episodes were wrongly rejected.
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Every episode rights-cleared.
Consent and provenance attached to the file.
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Every threshold published.
20 thresholds in one config file. 100% recall on 700 injected defect types. Re-run our QC yourself.
Volume is easy.
Verified is not.
Unlabelled footage is a commodity. What robot learning teams can’t buy off the shelf is data they can trust: streams that line up, labels checked by two people, rejections explained and consent attached to every file.
- 1.9 s 3,000 episodes, 800,000 frames QC’d on one laptop
- 100% recall on 700 injected defect types
- 99% of expert demonstrations pass
- 0 false rejections on clean data
robomimic public benchmark, Sept 2026 · Full report
Principles
How we work
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Protocol before capture.
Tasks, criteria and formats are agreed in writing before work starts.
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Graded before you commit.
Every engagement starts with a free evaluation batch.
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Your data stays yours.
Client data is never used to train anything of ours.
Background
Built by the team behind Reso.
The team behind HandOver also runs Reso, a global video studio. Reso plans, shoots and edits for global brands, working across New York and Korea time zones. We bring the same production discipline to capture: shoots planned to a brief, crews on location and footage delivered on schedule.
Where we are
Designed in Incheon. Produced in Vientiane. Verified to one standard.
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Office
Seoul
South Korea
Where engagements are scoped and managed.
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Research lab
Incheon
South Korea
Where new work starts. The lab designs capture protocols, builds and calibrates rigs, and develops the review methods and reason codes that production follows. New embodiments, sensors and tasks run here first, before they scale.
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Production floor
Vientiane
Lao PDR
Where verified data is produced at scale. Trained teams label, curate and review episodes on managed workstations, on an access-controlled floor with a separate network segment for each client.
Work with us
Start with a free evaluation batch.
Scoped in a week. Graded before you commit.