OPERATIONAL COHORT GUARANTEE
2,000+ Pre-Screened Indian Participant Database
All data for Wearable AR/VR & Smart Device Telemetry Capture is collected from our pre-screened cohort pool of 2,000+ Indian participants (ages 20–50, configurable 80:20 M/F ratio). Experiments are staged either using your proprietary hardware/software rigs OR via turnkey Blue Projects sensor staging under strict DPDP Act (India 2023) and EU GDPR compliance.
Technical Specifications & Rigor
Wearable Devices
Apple Vision Pro, Meta Quest 3, Tobii Glasses 3, Smart Rings
Gaze Tracking Frequency
200Hz Foveation & Eye-Tracking Telemetry
Micro-Gesture Precision
Sub-millimeter Pinch, Swipe & Tap Telemetry
Spatial Audio Rig
96kHz Multi-Channel Head-Related Transfer Function (HRTF)
Pose Synchronization
6 DoF HMD Head & Hand Trajectory Matrix
Output Formats
OpenXR Telemetry, ARKit Pose CSV, WAV, JSON-L
PyTorch Telemetry & Data Schema Loader
Python 3.10+# PyTorch Wearable XR Gaze & Gesture Telemetry Loader
import torch
class WearableXRDataset(torch.utils.data.Dataset):
def __init__(self, openxr_log_file):
pass
def __getitem__(self, idx):
return {
"hmd_pose_matrix": torch.eye(4),
"gaze_foveation_200hz": torch.zeros((200, 3)),
"smart_ring_imu": torch.zeros((100, 6))
}⚖️ Statutory Legal & Ethics Compliance Safeguards
DPDP & GDPR Statutory Compliance
Full adherence to India DPDP Act (2023) & EU GDPR Art 6/9 with biometric informed consent protocols.
Subject Rights & Anonymization
Automated face/voice/PHI blurring, subject identity encryption, and post-session withdrawal rights.
Model Weight Protection Clause
Statutory legal guarantee ensuring trained AI model weights are 100% immune from subject data deletion claims once anonymized.
ENTERPRISE COHORT INTAKE
Request a Human Cohort & Lab Consultation
Specify your cohort size, demographic preferences, and hardware staging requirements. Our engineering team responds within 24 hours.