Operational workload balancing in manual order picking

•This paper shows the importance of daily workload balancing in manual order picking.•Iterated local search algorithm to solve the problem efficiently.•Real-life case to show performance benefits of daily workload balancing.•A balanced pick schedule supports the manpower allocation process.•A balanced pick schedule discovers bottlenecks in the order pick process.