A quick look at how Graveiens AI partners with teams to deliver human data for AI models.
Head-mounted capture of routine, hands-on work — the messy, real-world manipulation data that scripted studio footage can't provide.
Restaurants, bakeries, home cooking.
Stores, counters, stockrooms.
Mechanical, electrical, tailoring.
Picking, packing, loading.
Small units to production lines.
Farms, nurseries, markets.
Not every task needs the same camera. We run a tiered device fleet — from simple head-mounted phones to depth-sensing rigs, tactile data-capture gloves and AI smart glasses — and match the device to your spec instead of defaulting to one camera for everything. Modalities span plain RGB, depth (RGB-D), rough hand pose, and tactile / contact-rich signal.
Calibrated phone cameras on a head strap — our highest-volume, most cost-effective capture method for plain RGB footage.
Rugged, stabilized cameras (GoPro-class and equivalent) for reliability-critical or premium programs.
Dual-lens or depth-sensing rigs for programs that need real 3D scene understanding.
Consumer headset capture with built-in approximate hand tracking.
A newer, genuinely hands-free glasses form factor — offered on request for pilot programs.
Sensor gloves that capture what a camera can't — contact events, grip force and finger pose while hands manipulate objects.
Purpose-built rigs assembled to a client's exact camera and sensor spec.
We source small businesses and workers through our pan-India coordinator network. Every participant signs explicit AI-training consent; every site follows bystander protocols (signage, staff consent, exclusion zones).
Head-mounted smartphone rigs and your capture app (or ours), with in-language onboarding and recording-protocol training for every participant.
Participants record their normal tasks in their normal environment — natural pace, natural errors, natural variety. Coordinators supervise quality on-site and remotely.
Task labels, timestamps, environment and demographic metadata on every file; four-stage QA against your acceptance criteria before anything reaches you.
Files delivered to your spec (resolution, fps, format, narration). You're invoiced only for accepted hours.
Compliance-first delivery and a pay-on-approval model that de-risks every engagement.
Explicit participant consent plus on-site bystander protocols — the compliance layer most vendors skip, and the one your legal team will ask about first.
Tier-2/3 India gives task, environment and demographic variety that studio or crowd capture can't match.
Kit distribution, tracking, replacement and retrieval through our coordinator network.
Acceptance criteria agreed upfront; rejected footage is our cost, not yours.
Egocentric video data — footage captured from the worker's own point of view with a head-mounted camera — has become the backbone of robot imitation learning, vision-language-action (VLA) models and embodied AI research. Unlike third-person or studio footage, first-person video captures hand-object interaction, gaze-aligned task context and the natural sequencing of real work: exactly the signal manipulation and task-planning models need.
Graveiens AI runs managed egocentric collection programs across India's real work environments — kitchens, workshops, warehouses, farms, salons and stores. Participants are recruited, consented and trained through our coordinator network; capture follows your protocol on head-mounted smartphone rigs; and every hour of footage is metadata-tagged and QA-reviewed against your acceptance criteria before delivery. The result is diverse, compliant, model-ready first-person data — at Indian delivery economics. For a deeper primer on the format, read our guide to what is egocentric video.
See our full data collection services| What matters | Graveiens AI | Crowd/app-only | In-house team |
|---|---|---|---|
| Environment access | Real businesses via coordinator network | Whoever installs the app | Limited sites |
| Consent & bystander privacy | Documented consent + on-site protocols, audit trail | Often self-attested | Depends on policy |
| Capture consistency | Trained participants, supervised protocol | Highly variable | Good but slow |
| Device logistics | Managed kit distribution & retrieval | Participant's own device | Your overhead |
| Diversity | Pan-India: tasks, settings, demographics | Skews urban/tech-savvy | Narrow |
| Pricing risk | Accepted hours only | Paid per upload | Fixed cost |
A typical first-person collection program runs end to end through our managed pipeline:
Send us your capture spec — task types, environments, hours. We'll scope a pilot batch, deliver through our QA workflow, and you pay only for the hours you accept.
Book a pilot