One embodiment provides for continuously adaptive business process management definition and execution including generating a continuously adaptive business process model and execution environment. New goals are discovered. Entity information is extracted from input documents. A model knowledge graph is generated that includes a first parse-tree for process fragments using the discovered new goals and the extracted entity information.