A device can receive, from a user device, a request for a simulation of a forecasted change in production of a client organization. The device can obtain scheduling information for a set of historical work orders and a set of existing work orders associated with the client organization. The device can generate a set of simulated work orders using a forecasting technique, information included in the request, and the scheduling information. The device can generate one or more simulated schedules for simulating performance of the set of simulated work orders. The device can determine that one or more capacity values associated with operational resources needed to carry out the set of simulated schedules satisfy one or more threshold capacity values. The device can generate one or more recommendations for improving processes associated with the client organization. The device can provide the one or more recommendations to the user device.