Egocentric & Physical
First-person demonstration from real workplaces across Asia, captured to your spec for robotics and physical AI.
POV VideoIMUDepthHand PoseAction Segmentation
Human work, at the source.
Custom real-world data created, verified, and delivered by our contributor network and partner workplaces across Asia.
HAND_POSE
SPAN:84MM
CONF:0.97
Verified submissions
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Data types
Describe the data. We build it
We scope, collect, verify, and deliver.
Computer Use
Human demonstrations of real software and web tasks, recorded action by action with full context.
Action SequenceDOM StateScreenshotsNetwork Payloads
Learn more →Early access
Expert & Annotation, Early access
Vetted Indonesian professionals, from doctors to engineers, for RLHF, evaluation and expert review in Bahasa and regional languages.
RLHFEvaluationExpert ReviewBahasa
Meet Slesh Xperts →Early access
$ git log --oneline --since=2019
- a3f9cfix: settle ledger rounding on partial refunds2y
- 7be04feat: route batching for same-day delivery3y
- e1c5arefactor: split inventory sync into workers4y
- 52d7ftest: cover currency edge cases (IDR, PHP)4y
Real-world Codebases, Early access
Licensed private codebases from startups, game studios and enterprise teams, with full commit history, reviews and tickets.
Commit HistoryPull RequestsGame Projects
Have code to license? Slesh Sources →
Pipeline
Brief to verified data, in days
- 01 Brief
You specify modality, scenario, and QA rules.
- 02 Mobilize
We route the work to verified contributors and workplaces.
- 03 Verify
Every submission checked against your QA rules. All of it, not a sample.
- 04 Deliver
Verified, structured, training-ready data with consent records.
Every sample is verified at the point of capture, so briefs turn into delivery-ready data in days, not weeks.
Why Asia
The data is here. So are we
Most vendors reach Asia workforce and workplaces through layers of subcontractors. We are the local layer.
- 01 Compliant by default
Consent and provenance handled per jurisdiction from day one. Every dataset ships with audit-ready records, so your legal team says yes faster.
- 02 No middlemen
We recruit, verify, and pay contributors directly. You know exactly who produced your data and under what terms.
- 03 Access others don't have
Verified workplaces, from food export factories to farms and kitchens.
Network
Built across Southeast Asia
A verified, payable contributor network. Local rails across Southeast Asia with consent and provenance built in per jurisdiction.
Contributions Paid
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Workplaces
Your workplace can train machines
We currently work with verified workplaces, from food export factories to farms, kitchens and workshops.
Partner sites host structured data capture, we bring equipment, training, privacy controls, and payment.
ProcessingAgricultureCulinaryWorkshopWarehouseRetail
Contributors
Get paid to teach AI and robots
Thousands of contributors are earning through Slesh Web. 40,000+ verified submissions paid out to date. Doctors, lawyers, engineers and other professionals can apply to Slesh Xperts for expert projects.
Contact
Tell us the data you need
Modality, scenario, environment, volume. We come back with a scoped plan and samples.