Scalable systems of site inventory scanners and vehicles for dynamic assessment, deployment and reconciliation of inventories

A dynamic assessment, deployment and reconciliation system of a plurality of different, non-durable stock-keeping units (SKUs) for a plurality of different retail facilities in a plurality of different geographic locations, the system comprising:

• a processor;
• a network interface, configured for data communication over a network, coupled to the processor;
• a memory coupled to the processor;
• programming in the memory, wherein execution of the programming by the processor configures the system to implement functions, including, for each of a plurality of different target SKUs for different, non-durable SKUs, functions to periodically:
• receive a target SKU count input of the target SKU;
• over the network interface, receive an actual SKU count input of the target SKU on an assessment date;
• determine a future delivery date, the future delivery date later than the assessment date;
• calculate a date difference, the date difference based on a difference between the assessment date and the future delivery date;
• calculate a count difference, the count difference based on a difference between the target SKU count input and the actual SKU count input;
• simulate, using a trained model, an effect of time on a quantity of target SKU required for delivery, using the date difference and the count difference, to determine a projected target SKU count;
• and
• based on the projected target SKU count, issue a packing instruction, the packing instruction configured to instruct a packing of the target SKU onto a transportation vehicle at a dynamically selected intermediate facility.