Abstract: Techniques are disclosed for automatically generating Subjective, Objective, Assessment and Plan (SOAP) notes. In some implementations, a text transcript that is derived from an audio recording of an interaction between a first entity and a second entity is accessed. A first machine-learning model prompt can used to generate a labeled transcript that includes the text transcript labeled with label types corresponding to the first and second entities. A plurality of second machine-learning model prompts can be used to generate a set of note sections based on the labeled transcript. Each note section of the set of note sections corresponds to a section of a SOAP note that corresponds to the text transcript, and the SOAP note can be generated by combining note sections of the set of note sections. The SOAP note in a database that is associated with at least one of the first entity and the second entity.