CLOUD-BASED CASH INVENTORY MANAGEMENT FOR ON-PREMISES CASH HANDLING DEVICES

Various embodiments are directed to systems and methods for remotely monitoring cash reserves within a plurality of cash handling devices, and for automatically initiating change orders to maintain optimal levels of cash reserves within those cash handling devices. Certain embodiments remotely monitor closing transaction data received from those cash handling devices. Based at least in part on portions of data reflected within the closing transaction data, retrieve historical usage data relating to a forecast period; generate a usage forecast for the forecast period, and based on the generated usage forecast and the closing transaction data, generate message data for transmission to external systems to facilitate the maintenance of optimal cash reserves within those cash handling devices.