A Trie, also known as a prefix tree, is a specialized tree data structure that efficiently stores and retrieves keys in a dataset of strings, enabling fast search operations like autocomplete and spell-checking. It organizes data in a hierarchical manner, where each node represents a single character of a string, making it highly effective for problems involving dynamic sets of strings and prefix matching.