An intelligent therapeutic chat interface application uses an artificial intelligence platform for coordinating medication assisted treatment using an intelligent hybrid therapeutic chat interface. An AI hybrid care platform leverages AI for proactive engagement, crisis detection, and contingency management, with a voice AI framework enabling real-time communication. Therapists intervene as needed, ensuring seamless transitions between AI and human-led sessions. The backend automates workflows, tracks user engagement, and maintains compliance, delivering a scalable and secure hybrid therapy solution. Data is recorded and routed to the appropriate licensed clinician, streamlining notetaking. The result is an AI therapist assistant that can automatically create a program for a patient, in real-time, and generate engagements based on any number of events that occur before, during, and after a session. Additionally, new program content may be generated based on an existing library of program content through a workflow builder and program builder.