Process hundred-student batch switches at reception desks with zero per-student cloud fees.
Test-prep centers and vocational academies cycle dozens of cohorts through shared rooms every day. AIMS runs local kiosk check-ins on ordinary tablets without taxing margins as headcount scales.
Operational Bottlenecks Solved
Per-seat SaaS subscriptions punish growing institutes each admissions season.
Starter covers 500 enrollees and 5 rooms for one upfront appliance payment ($1,000), eliminating surprise seat invoices.
Peak hallway bottlenecks form during 15-minute hourly batch rotations.
Tiny Face Detector SIMD inference verifies incoming cohorts on arrival tablets without uploading frames to distant servers.
Walk-in trial students and late admissions sit outside fixed yearly terms.
Operators enroll new faces at the front desk in seconds via /kiosk/enroll and assign them straight to evening or weekend cohorts.
Four appliance modules running on institutes Wi-Fi.
Tablet Door Kiosk Check-In
Run any laptop or rugged tablet at reception over center Wi-Fi with zero specialized biometric reader hardware.
Multi-Batch Room Isolation
Assign distinct schedules to Room 1 through Room 5 so adjacent coaching cohorts never cross-credit presence.
Live Kiosk Fleet Telemetry
Monitor tablet online state, active camera frame rates, and offline sync readiness from one central dashboard.
Parent Alerts & Batch Summaries
Track punctual vs absent trainees immediately after batch start times and export clean CSV or Excel attendance records.