In this paper, the authors present an agent-based solution for data fusion in homeland security. Communication technology has been developed very fast in the last decades. They can get lots of data in milliseconds. Their current problem is to process such amounts of data in order to provide useful information. They have to focus their effort on developing intelligent information systems able to handle big amounts of data extracting or revealing relations among data and able to produce information easily understandable for the human user.