The present invention relates to a system and method for generating a persistent therapeutic dialogue. The system comprises one or more processors and a non-transitory computer-readable memory. The memory stores interactions that when executed by the one or more processors, cause the system to: (a) receive, via an input module, therapist interaction data; (b) store one or more models, algorithms, historical interaction data, contextual data, training datasets, therapist profile data, and associated patient data in the memory; (c) authenticate, via an authentication module, a therapist before permitting access to the patient; (d) retrieve, via a data retrieval module, patient data associated with the authenticated therapist; (e) determine, via a patient classification and routing module, therapeutic needs and selectively routes interactions to either the therapist or a therapist-conditioned artificial intelligence model; (f) generate, via a context construction module, a therapeutic response context using therapist data, patient data, historical data, training datasets, or contextual information; (g) generate, via an artificial intelligence module, a therapeutic response using the therapeutic response context; and (h) control, via an orchestration engine, execution of the authentication, data retrieval, determination, routing, context construction, and response generation in a defined sequential processing order to reduce unsafe automated therapeutic interactions. Therefore, the system and method enable therapist-aligned artificial intelligence therapeutic dialogue, preserve interaction continuity, and reduce unsafe automated therapeutic responses through structured orchestration.