Rapid changes have taken place in our world over the past few years. Information technology is revolutionizing the way we live. Knowledge is power and the ease of access to this knowledge makes the manipulation of the data critical. Yet, if one can harness the vast integration of data which flavors the users’ knowledge the end result could somehow satisfy the elusive quest for complete knowledge integration. This paper overviews the Distributed Intelligent Architecture for Logistics (DIAL) system, currently being developed as a project for the U.S. Army Logistics Evaluation Agency.