We present ongoing works exploring the use of artificial intelligence and machine learning in computer-assisted music composition. The OM-AI library for OpenMusic implements well-known techniques for data classification and prediction, in order to integrate them in composition work-flows. We give examples using simple musical structures, highlighting possible extensions and applications.