According to an embodiment, an information processing apparatus includes a communication device and a processor. The processor collects information from a plurality of apparatuses via the communication device. The processor derives a formula on a basis of the collected information, the formula defining a relationship between a value about use of the component or the consumable item and a value about physical property of the component or the consumable item.