In various example embodiments, a system and method for determining an ideal customized beverage for a particular user and generating user-specific instructions to create the beverage. In example embodiments, a beverage request may be received by the system from a network. The system may further receive and store information about a dispenser responsible for creating the beverage and information about the user. The received information may be used by the system to determine a user-specific ideal beverage formulation. The system may further use the determined formulation to generate user-specific composition instructions and export the instructions over a network to the dispensing device.