What We Built
MRC Ventures engineered the end-to-end solution, combining AI-powered computer vision, high-precision sensing, and enterprise-grade attendance integration.
🖥️ Edge Hardware & Embedded Software
Embedded firmware on ARM-based processors for real-time computer vision and sensing.
Integrated infrared sensor with ±0.1°C accuracy for contactless temperature readings at 50–150cm.
Plug-and-play design with flexible mounting options: wall, table, or floor stand.
🤖 AI & Computer Vision
Edge-optimized neural networks for face detection and recognition — even with masks — with >99% accuracy.
Mask presence detection with automated reminders and abnormal temperature alerts.
Consistent performance under varying lighting and environments.
🔗 Attendance & System Integration
Configured to function as a login/logout (clock-in/out) system, recording employee attendance alongside temperature and mask compliance.
Seamlessly integrates via APIs with HR, security, and time management systems.
Centralized cloud backend with dashboards for monitoring, analytics, and compliance reporting.
Results & Impact
Deployed rapidly across multi-site operations in enterprises and public institutions.
Reduced manual screening and attendance tracking workload by ~80%.
Improved throughput with sub-1 second scans and more accurate attendance logs.
Ensured organizations meet health and safety regulations while optimizing workforce management.
