AI Attendance
An AI-powered attendance management system transforming workforce management at Vadodara Municipal Corporation (VMC). 8,000+ employees mark attendance daily through the mobile app — verified by AI, validated by geo-fencing, and monitored in real time.
Engineered for accountability.
AI verification and geo-fencing on the edge, backed by a real-time cloud pipeline that serves thousands of users every day without breaking a sweat.
Municipal scale, measurable results.
One of the largest attendance deployments in the municipal sector — accurate, proxy-free, and visible in real time across the entire city.
VMC staff across the city mark attendance through the app every working day.
AI face verification combined with geo-fencing eliminates buddy punching.
Real-time attendance status across wards, offices, and field sites.
One of the largest attendance rollouts in the municipal sector.
Attendance you can't trust.
Manual registers and legacy biometric machines couldn't keep up with a workforce spread across hundreds of municipal locations. Proxy entries, delayed reporting, and zero real-time visibility made accurate workforce management nearly impossible.
Verified, located, live.
We combined AI face verification with geo-fencing based validation so every punch is both genuinely the employee and genuinely on site. Group attendance capture handles field teams, while real-time monitoring and a centralized dashboard give VMC live visibility across every location.
AI-verified, proxy-free attendance
Geo-fenced validation across the city
Product in action.
Simple for field employees, powerful for administrators.
AI-Verified Check-in
Employees mark attendance from the mobile app with on-device AI face verification, eliminating proxy entries entirely.
Geo-Fenced Zones
Geo-fencing validates every punch against assigned work locations — wards, offices, and field sites across the city.
Central Dashboard
Supervisors and HQ monitor live attendance, group captures, and analytics from one centralized dashboard.
Key highlights.
Every layer of the system is built to guarantee attendance accuracy at scale.
AI-Verified Attendance
Face verification on every punch ensures the right person marks attendance — no proxies.
Geo-Fencing Validation
Attendance is accepted only within assigned geo-fenced work zones across the city.
Group Attendance Capture
Supervisors capture entire field teams in one shot — ideal for on-site municipal crews.
Real-Time Monitoring
Live attendance status streams to administrators the moment employees check in.
Central Dashboard & Analytics
Centralized reporting, trends, and analytics across all departments and locations.
Built for Mobile
A fast, reliable mobile app that thousands of employees use every single day.
How we built it.
AI on the Edge
On-device face verification models validate identity instantly, even in low-connectivity field conditions.
Geo-Fencing Engine
Location services validate every punch against assigned geo-fenced zones — wards, offices, and field sites.
Real-Time Backbone
Node.js microservices with Redis and Socket.IO stream attendance events live to the centralized dashboard.
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