From ICU nurses to security personnel — MemoFaceAI tracks attendance across every ward, gate, and shift. Zone-based monitoring, shift continuity alerts, and payroll-ready data with zero hardware cost.
The Problem
A missed nurse shift isn't just an HR problem — it's a care gap. Traditional systems never tell you in real-time that a ward is under-staffed.
Nurses and housekeeping staff move between wards constantly. Punch-in terminals at the entrance tell you they arrived — not that they're actually covering their assigned zone.
The period between shifts is when care gaps happen. Without real-time attendance at ward level, handover coverage is never verified — only assumed.
A staff member checks in at 7 AM and leaves at 10 AM. Traditional systems show a full day. MemoFaceAI detects the absence and alerts the duty manager within minutes.
JCI and NABH accreditation require staffing records. Manual registers are tampered, incomplete, or unverifiable — a serious audit risk.
Features
From OPD to ICU — every feature designed for hospital-grade workforce management.
Mount any smartphone at each ward entry. No ₹50K biometric kiosks. No procurement delays. Deploy tomorrow.
Track exactly which ward each staff member is in, when they arrive, and when they leave — with automatic coverage gap detection.
If a ward goes understaffed due to a no-show or early departure, the duty manager gets an instant push notification. No manual checking.
Only a live registered face marks attendance. Proxy, buddy punching, and shared logins are physically blocked before they occur.
MemoVisitorAI integration tracks visitor entry and exit across the facility — complementing your staff attendance system seamlessly.
Auto-generate staffing records, duty rosters, and attendance logs required for JCI and NABH accreditation audits — one click.
Zone-Based Tracking
MemoFaceAI doesn't just track check-in. It tracks movement. Each camera covers a zone. The system knows when a nurse enters Ward 3 and when she leaves — and alerts you if she's been absent from her zone too long.
Comparison
Healthcare organizations that switched say the real-time ward visibility alone justified the change.
| Feature | Manual Register | Biometric Terminal | MemoFaceAI ✦ |
|---|---|---|---|
| Ward-Level Tracking | ✕ | ✕ | ✓ Real-time per zone |
| Shift Gap Alerts | ✕ None | ✕ None | ✓ Instant push/SMS |
| Anti-Proxy | ✕ None | ⚠ Fingerprint | ✓ 3D Face Liveness |
| Hardware Cost | Low | ₹50K+/device | ₹0 any phone |
| NABH Compliance | ✕ Manual | ✕ Not auditable | ✓ Auto-generated |
| Visitor Management | ✕ | ✕ | ✓ MemoVisitorAI |
| Setup Time | Immediate | 2–4 weeks | ✓ 48 hours |
Customer Stories
"We had a night shift coverage gap that went undetected for 3 hours. With MemoFaceAI, our duty manager gets an alert within 15 minutes. That's a patient safety win."
"Our NABH audit was the smoothest it's ever been. Every attendance record, every shift, every coverage confirmation was verified and timestamped. Auditors were impressed."
"We installed MemoFaceAI on our existing CCTV network. No new hardware, no procurement delays. The ward tracking went live in 2 days. Nothing short of remarkable."
Start your 15-day free pilot. Ward-level tracking, shift gap alerts, and NABH-ready reports — live in 48 hours.