Biometric-based punch-in/punch-out management

An apparatus comprising:

• a processor;
• a memory storing code executable by the processor to perform:
• capturing training biometrics for a plurality of users;
• training a biometric algorithm with the training biometrics;
• presenting a threshold user interface to an administrator that compares a punch-in match level and a punch-out match level for one or more identification biometrics that do not satisfy a match threshold for the plurality of users and a match threshold control for adjusting the match threshold;
• adjusting the match threshold in response to the match threshold control;
• capturing an identification biometric in a punch-in operation/punch-out operation for a first user of the plurality of users;
• determining a match level for the identification biometric based on the biometric algorithm;
• and
• in response to the match level not satisfying the match threshold during the punch-in operation/punch-out operation, presenting an attendance user interface comprising punch-in/punch-out times, corresponding identification biometrics and match levels, and attendance information for the first user, wherein suspect identification biometrics are highlighted, and
• receiving a validation or invalidation of the punch-in operation/punch-out operation from the administrator.

A program product comprising a non-transitory computer readable storage medium storing code executable by a processor to perform:

• capturing training biometrics for a plurality of users;
• training a biometric algorithm with the training biometrics;
• presenting a threshold user interface to an administrator that compares a punch-in match level and a punch-out match level for one or more identification biometrics that do not satisfy a match threshold for the plurality of users and a match threshold control for adjusting the match threshold;
• adjusting the match threshold in response to the match threshold control;
• capturing an identification biometric in a punch-in operation/punch-out operation for a first user of the plurality of users;
• determining a match level for the identification biometric based on the biometric algorithm;
• in response to the match level not satisfying the match threshold during the punch-in operation/punch-out operation, presenting an attendance user interface comprising punch-in/punch-out times, corresponding identification biometrics and match levels, and attendance information for the first user, wherein suspect identification biometrics are highlighted;
• and
• receiving a validation or invalidation of the punch-in operation/punch-out operation from the administrator.