Operations · HR
Attendance & HR automation
Assess whether approved HR rules can produce a traceable exception-review queue.
Reviewed
exception-focused workflow
Versioned
HR-approved policy rules
Traceable
flags link to source records
Punch logs, leave forms and overtime requests rarely agree, and reconciling them by hand is slow and easy to dispute. Encoding the rules HR already trusts turns the raw data into a short, typed list of real exceptions, each with the evidence attached.
- Ingest punch logs, leave and overtime applications.
- Apply the shift and policy rules HR already signed off.
- Flag only the real exceptions, typed and with evidence.
- HR reviews and signs off on a short list, not a mountain.
Inputs
- Punch and time-clock logs
- Leave and overtime applications
- Shift tables and policy
Outputs
- A typed, evidenced exception list
- An audit trail for every flag
- A sign-off-ready monthly report
Multi-shift workforces where attendance disputes and manual reconciliation eat HR's month.
Our delivery practices define human decision ownership, source and output traceability, data boundaries, change control and review evidence.
Personal credential
Vincent Lin · PECB Certified ISO/IEC 42001 Lead Implementer
The credential is held personally by Vincent Lin.
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