First-party human demonstration data
License first-party household and workplace video for robotics, or commission synchronized ego/exo collection to your specification.
Rights-approved public excerpt
Compare household POV, workplace multi-view, and dual-wrist capture using privacy-reviewed public evidence.
Two wrist views preserve near-field manipulation while frontal and cropped workspace exo views retain context from the same work event.
Three reviewed phases from one maintenance recording: release a guarded component, clean the detached blade assembly, and align the guard for reassembly.
One actor-aligned POV stream is paired with frontal, side, and whole-body external views of the same work event.
One accountable path connects the model objective to documented, versioned data and loader acceptance.
Define the task, contributor, environment, viewpoint, signals, and success criteria.
Test capture quality, coverage, privacy, timing, and technical fit before scale.
Segment, align, annotate, review, and preserve provenance around the learning signal.
Ship the schema, rights, QA records, checksums, loader, and ingest result.
Collection reach, a verifiable operator, and delivery controls stay connected to the data.
contributors in the GIG Rewards network
Philippines + South AfricaNetwork relationships include Smart Communications, Vodacom, and MTN.
Network reach supports sourcing. It is not automatic project capacity. Eligibility, consent, timing, and rights are confirmed in the written scope.
10xme Technology Inc. operates both EGXO Data and GIG Rewards, connecting collection, data operations, and contracting.
Tell us what the model must learn. We will identify whether current inventory fits or define the collection required.
Scope Custom Collection