Servicing vending machines is manual, expensive, reactive, and requires costly field service personnel. The merchandise sold in the machines is not optimized for yield and profit. Operators have very little insight into buying behavior and usage patterns. All these factors contribute to a business where operators of vending machines struggle to make razor-thin profits.