Radix Sort organizes numbers by sorting them digit by digit. It starts with the least significant digit (rightmost) and works to the most significant digit (leftmost). Numbers are placed into buckets based on each digit's value, then collected back together in order. This process is repeated for each digit, leading to a sorted list.