Among recent developments in public sector’s IT is the development of sistems to support the decision-making process. Sistems and tools usually known as DSS and KDD seem to be the most important of them. The objective of this paper is to analyse their concepts and uses in the public sector, more specifically to discuss a innitiative of this kind in the State of Bahia - Brazil.