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Privacy and handling

Commercial robotics data needs provenance, consent, and QA.

World Archive packages capture data with rights, privacy, and quality signals attached, so buyers know what they can train on and what was rejected.

Consent-first capture

Operators and locations are documented before commercial delivery, with consent metadata kept alongside the dataset package.

PII reduction

Faces, screens, badges, license plates, addresses, and sensitive artifacts are flagged, blurred, or rejected during QA.

Rights-aware licensing

Sample packs and client deliveries separate owned footage from public references and clearly state allowed usage.

Secure delivery

Datasets are packaged with checksums, manifests, access controls, and a delivery log.

Model-ready metadata

Each clip ships with provenance, devices, timestamps, labels, QA status, and rejection criteria.

Quality gates

Blur, lighting, occlusion, hand visibility, object contact, and task-completion thresholds are tracked per clip.

Data handling note

We do not present public reference footage as commercial inventory. Client deliveries separate owned capture, licensed footage, and demo-only artifacts.

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