Apparatus and methods include collecting continuously user data from at least one of the mobile device, a user device, a user, or a public records database; identifying one or more symptoms exhibited by the user based at least in part on the collected user data; determining a mental health condition of the user based at least in part on the identified symptoms, a cognitive behavioral therapy information, and a list of diagnoses based on diagnostic and statistical manual of mental disorders; identifying a root cause of the mental health condition based on the collected user data; and recommending by a virtual agent self-help to the user for managing the mental health condition and the root cause during a one-on-one interactive therapy and counseling session.
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