A computer system for automatically handling and releasing funds for deposit items has a memory storing instructions that, when executed by a processor, cause the system to receive an image of a cheque received and scanned by an automated teller machine (ATM) for deposit into a first account of an institution associated with the ATM. The scanned image of the cheque is analyzed to identify an institution and account on which that cheque is drawn. If that account has sufficient available funds to cover the cheque, then the first account is credited in the amount of the cheque without placing a hold on any of the credited amount and funds of the account on which the cheque is drawn are encumbered in that same amount. After crediting the first account, an indication is provided that the funds are available (e.g., to withdraw). Related methods and computer-readable media are also disclosed.