The Bitwise AND operation takes two binary numbers and performs a logical AND on each pair of corresponding bits, resulting in a new binary number where a bit is set to 1 only if both bits in the original numbers were 1. This operation is commonly used in programming for tasks like masking, where specific bits of a number need to be isolated or cleared.