OPERATIONAL COHORT GUARANTEE
2,000+ Pre-Screened Indian Participant Database
All data for Hardware Ergonomics, Cognitive Stress & Usability 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
Ergonomic Assessment
REBA / RULA Biomechanical Ergonomic Scoring
Cognitive Stress Tracking
Galvanic Skin Response (GSR) & Heart Rate (HRV)
Usability Cohorts
2,000+ Screened Indian Participants (Age 20-50)
Dialect & Language Scope
22 Official Scheduled Indian Languages & Dialects
Fatigue Evaluation
Multi-Hour Sequential Task Endurance Metrics
Report Delivery
Anonymized Statistical Telemetry & Video Logs
PyTorch Telemetry & Data Schema Loader
Python 3.10+# Python Biomechanical Ergonomics & Cognitive Stress Analyzer
import torch
class ErgonomicsCognitiveDataset(torch.utils.data.Dataset):
def __init__(self, session_id):
pass
def __getitem__(self, idx):
return {
"rula_score": 3.4,
"gsr_stress_telemetry": torch.zeros((100, 1)),
"task_completion_time_sec": 42.8
}⚖️ 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.