The acquisition, sharing and reuse of knowledge is a prime challenge in large organisations. Doris is a framework for defining Knowledge Management applications based on Semantic Web technologies that enables flexible means of capturing knowledge and of searching and exploring the knowledge and the documents where it is contained. Applications of Doris are employed in the aerospace domain at Rolls-Royce plc and in the domain of exploring and searching archives about London of the 18th century.