Context: Workforce management product with offline mobile usage.
Problem: Offline actions from mobile overwrote centralized timesheet records after synchronization.
Approach: Reproduced conflicts across device/network scenarios, isolated collision conditions, and validated revised sync logic.
Outcome: Prevented incorrect attendance and payroll records for field teams.