Recent applications of artificial intelligence in analytical chemistry are discussed. Particular attention is given to the approaches based on problem-reduction search methods, algorithmic and heuristic, in elucidation of the structure of complex organic compounds by sophisticated computer program systems. Some likely future developments of the use of artificial intelligence in analytical chemistry are outlined.