The input for a Bit Analog to Digital Converter (ADC) is an analog signal that needs to be converted into a digital format, which consists of discrete values represented by bits. This conversion process allows the system to analyze and interpret the continuous analog signals in a more manageable and computational way. The ADC receives the analog signal and performs a series of operations to determine the closest digital representation based on predefined threshold levels or quantization steps.