The old causal models used in decision support systems are not adequate anymore to represent the evolution of sq;stems presenting the high rhythm of interactions of modern organisations. Emergent properites or even chaotic situations are resulting from the non linear dynamic of these systems. The "Theory of Complexity" of. the Santa Fe Institute offers new approaches to these problems. (C) 1998 Published by Elsevier Science B.V. All rights reserved.