Abstract: A method for training at least one artificial intelligence model for estimating the weight of an aircraft during flight based on use data, the at least one artificial intelligence model being developed in order to be implemented during at least one predetermined flight phase of at least one aircraft of the same type. The method comprises carrying out a plurality of flights and, for at least one of the plurality of flights, the method comprises acquiring, during flight, at least one set of flight data, carrying out at least one consistency test in order to check that a reliable reference weight is calculated or capable of being calculated, calculating at least one calculated weight of the aircraft and storing the at least one set of flight data and the at least one calculated weight.