Product2026.05.20· 5 min
Face, Geo, QR: Shipping AI Attendance in a Property App
Building attendance and cafeteria flows that cut manual effort by ~70% — what mattered in production beyond the model demo.
FlutterAISaaS
Property operators don’t wake up wanting “AI.” They want fewer missed check-ins and less clipboard work. At RentOk we shipped attendance and cafeteria modules that combined face recognition, geolocation, and QR workflows.
Production over demos
The interesting problems were operational: what if face match fails, GPS is noisy, or a QR code is shared? Fallbacks and clear operator tooling mattered as much as the recognition step itself.
Outcome
Manual attendance effort dropped by up to ~70% on supported flows. The win wasn’t a flashy model card — it was a Flutter feature module that operators could run every day.