Skolemization is a process in logic that eliminates existential quantifiers from logical formulas by replacing them with specific function symbols, effectively transforming the formula into an equivalent one that is quantifier-free. This technique is crucial for converting logical expressions into forms that are easier to manipulate, especially in relation to normalization and proof procedures.