Why factory gates break attendance hardware
A factory is the worst case for contact biometrics on every axis at once — headcount density, hand condition and multiple entrances. Understanding which of the three bites you hardest decides what to fix first.
Density at shift change
A reader handles roughly one person every three to six seconds when scans succeed. Two hundred workers arriving together is queue arithmetic no second machine really solves.
Hands that do not read
Machine operators, loaders, dyeing and moulding hands lose ridge detail. The failed scan is not user error — it is the sensor meeting reality.
More gates than machines
Labour entrance, contractor gate, loading bay. Hardware covers the doors you bought devices for; cameras cover the doors you already watch.