A database is an organized collection of data that enables easy access, management, and updating through database management software (DBMS). It addresses issues like data duplication, inefficient searches, and misleading reports, and can be categorized by models such as flat file, hierarchical, network, relational, and object-oriented. Key DBMS features include tables, queries, forms, and automated processes to enhance data manipulation and organization.