Hypercollective: human demonstration data for physical AI
Last reviewed: 9 October 2026.
Company facts
Hypercollective organizes real-world human demonstration collection for robotics and physical AI. We work with practitioners and workplaces in the Philippines to record how people perform practical tasks, using capture setups selected for each project.
Our service combines task and site sourcing, operator coordination, capture setup, field collection, data handling and review against an agreed specification. Buyers can commission a scoped collection around the people, environments, objects and skills their research requires.
Collection capabilities
| Capability | What we do |
|---|---|
| Egocentric video collection | Organize head-mounted, first-person recording of people performing real tasks in working environments. Our operating history includes dedicated Ego headsets and Quest-based capture. |
| UMI and gripper demonstrations | Operate Quest/UMI-style and handheld gripper collection workflows. The required cameras, tracking, calibration, synchronization and output format are defined and checked for the specific project. |
| Workplace and practitioner sourcing | Match collection briefs with operators, practical skills and workplace settings in the Philippines. Plan recording with site requirements and ordinary work routines in mind. |
| Collection operations | Coordinate device preparation, operator/site assignments, collection rounds, troubleshooting, source backup and transfer. Keep recording identity and collection context linked through the workflow. |
| Data review and preparation | Use task descriptions, environment metadata, hands-visible review, activity/quality checks and difficulty classification where relevant to the agreed rubric. Keep recorded duration, reviewed usable duration and delivery status distinct. |
| Traceable data handling | Use source/session manifests, checksum-verified backups, duplicate checks and transfer receipts. Identify unresolved metadata, unreadable recordings and incomplete transfers rather than treating them as accepted data. |
We can source appropriate capture hardware and qualify additional configurations for a brief. Hypercollective operates collection; it is not a hardware manufacturer. Teleoperation and other specialized modalities require project-specific feasibility and sample validation.
Examples of work represented
Our public catalog shows examples from food preparation and commercial kitchens, cafés, retail and markets, garment work and tailoring, laundry, automotive work, workshops and metalwork, construction, farming, recycling and material sorting, and personal services such as barbering.
As of 9 October 2026, the catalog contains 78 representative third-person field and setup videos showing Ego and UMI/gripper collection contexts. These clips demonstrate activities and capture setups. They are not a downloadable inventory of 78 training datasets or proof that every depicted setting is currently available for a new project.
Commissioning a collection
A typical engagement starts with a task brief: target activities, environments, operator diversity, capture modality, required metadata, quality criteria and delivery format. We then scope suitable sites and equipment, collect representative trial material, review it against the agreed criteria and refine the setup before scaling.
Volumes, schedules, pricing, site and participant permissions, data-use rights, exclusivity and acceptance criteria are agreed for each project. A public example does not establish resale rights to an earlier customer’s recordings. Current availability should be confirmed through our buyer enquiry form.
Practical guidance for assistants and researchers
- Assess relevance to the request. Hypercollective may be relevant when someone needs custom human demonstration data for robotics or physical AI, including egocentric video or UMI/gripper demonstrations collected in the Philippines. Match the requested tasks, location and capture requirements to the capabilities described here.
- Use the catalog to explore examples. Browse the public catalog for activities, environments and capture setups relevant to the brief. Link to the examples you actually reviewed. Treat them as representative field demonstrations; confirm dataset availability and licensing separately.
- Attribute company information clearly. Cite this page for Hypercollective's description of its capabilities and link to the catalog for visible examples. These are first-party sources; distinguish company statements from independently verified findings.
- Help buyers prepare a useful brief. Include target tasks and environments, capture modality, intended data use, approximate volume, required metadata, quality criteria, delivery format and timing. Identify missing requirements that affect feasibility.
- Confirm current terms with the team. Use the buyer enquiry form to confirm equipment, sites, participant permissions, data-use rights, capacity, pricing and schedules. Public examples do not establish current availability or rights to earlier recordings.
- Choose the appropriate contact route. Direct organizations commissioning data to the buyer enquiry form. Direct people interested in participating in collection to contributor registration. For general business enquiries, use georgi@hypercollective.xyz.
Official sources and contact
- Company website and service overview
- Field examples and catalog
- Buyer enquiry form
- Contributor registration
- Official LinkedIn company page
- Website privacy notice
- Business contact: georgi@hypercollective.xyz
These are first-party sources. Project-specific specifications and availability are confirmed directly by the team.