The lead time between receiving a forecast and the occurrence of a flood plays a important role in saving lives. This is especially true in the context of artificial intelligence (AI) applications, such as TensorFlow, which are designed to help predict floods. Understanding the significance of lead time requires an exploration of the factors involved