[01]
Exclusive task coverage
Private task packs built around the workflows your policy is missing, not a recycled pool every lab can buy.
/// Off-the-shelf data leads to off-the-shelf models
The best labs build exclusive data.
Public datasets and shared vendors push everyone toward the same results. Amelia helps robotics teams build proprietary collection programs through our 100,000+ signed-up collectors, mostly in the U.S. and already doing the household work robots need to learn.
100K+collectors signed up to our network
U.S.household-heavy network
Privateprograms not resold to other labs
REC
POV · 1080p · 30fps
00:42
// 01 - THE BOTTLENECK
The scarce asset is not video.
It is private task distribution.
By 2026, robotics teams are already mixing robot demonstrations, UMI-style interaction data, synthetic trajectories, and egocentric human video. The gap is custom coverage: household work captured from real people in real homes, with consent, task specificity, and exclusivity your competitors cannot download.
[02]
American home distribution
Real kitchens, laundry rooms, garages, bathrooms, nurseries, and living spaces across everyday U.S. homes.
[03]
Operators, not actors
Stay-at-home moms, parents, caregivers, and household operators doing work they already understand.
Working with labs
Built for teams that need proprietary data, not the same data every lab can buy.
Who we work with
- Household robotics teams
- Humanoid manipulation teams
- VLA / robot foundation model teams
- World model teams needing private video
- Frontier lab data acquisition teams
Every program includes
Proprietary data programs
Exclusive task lists, capture protocols, and collection targets built around your roadmap.
100,000+ signed-up collectors
A primarily U.S.-based network with strength among stay-at-home moms, parents, caregivers, and household operators.
Paid and consented collection
Explicit opt-in, contributor compensation, and program-specific recording instructions.
Program-specific instructions
Contributor directions, capture examples, and submission fields tailored to the tasks your team needs.
Exclusive structured delivery
Organized datasets fit to your pipeline and not reused across competing labs.
Metadata and taxonomy
Task stages, environment attributes, collector segments, and annotation layers scoped with early partners.
// 03 - HOW IT WORKS
From shared data inputs to an exclusive training network.
01 / DEFINE
Scope the program
We define tasks, environments, exclusivity, and coverage targets together with your team.02 / COLLECT
Collectors onboard
We recruit qualified U.S.-based collectors from Amelia's 100,000-person network into your private program.03 / ORGANIZE
Structure the batch
Submissions are organized with the agreed task metadata, collector context, and delivery structure.04 / DELIVER
Exclusive datasets
Organized, training-ready data delivered to your workflow and not used by other labs.// roadmap: task taxonomies · collector segments · metadata · annotations · export formats
// THE NAME
“Amelia” comes from the old root amal: work, industriousness.
A small reminder of what this is really about: real people, doing real work, so machines can learn to do it too.
// 04 - CONTACT
Build a proprietary data network your competitors cannot buy.
Tell us what you're building and the tasks you need demonstrated. We'll follow up to scope U.S. household coverage, collector demographics, capture protocols, and an exclusive collection plan.