Lossy conversion is a process where data is transformed in a way that reduces its size by discarding some of its information, resulting in a loss of quality or detail. This trade-off is often acceptable in applications like multimedia compression where the human perception tolerates minor losses for the benefit of reduced storage or transmission requirements.