A cloud-based system for integration of agricultural data with geolocation-based agricultural operations is provided. The system receives agricultural-related data associated with a given geographic area and transforms the received data into an analysis-ready format. The system processes the received data through one or more algorithms to determine at least one operation to be performed within the given geographic area. The system generates a set of instructions for execution of the at least one operation within the given geographic area as a function of geolocation, where the instructions are coded for direct use by a controller of a specified type of agricultural equipment. The system transmits the instructions over a wireless communication channel to the controller, where the instructions cause the controller to direct operation of the agricultural equipment to perform the at least one operation within the given geographic area as a function of geolocation in an automated manner.