Fuzzification is the process of transforming crisp numerical values into fuzzy sets to handle uncertainty and vagueness in data, enabling more flexible and human-like reasoning in systems. It is a fundamental step in fuzzy logic systems, allowing for the application of fuzzy rules and inference mechanisms to model complex real-world problems.