Marriage and Family Therapists

Ask questions that will help clients identify their feelings and behaviors.

AI: Fully automatable - AI can generate targeted, evidence-based questions and prompts to help clients identify feelings and behaviors effectively, which is well within current capabilities.

Maintain case files that include activities, progress notes, evaluations, and recommendations.

AI: Fully automatable - AI systems can reliably transcribe, summarize, generate, organize, and store activities, progress notes, evaluations, and recommendations from session data, enabling full automation of record maintenance with standard human oversight for compliance.

Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.

AI: Fully automatable - AI can provide step-by-step instructions, curated resource lists, and guidance on how to obtain legal, financial, and personal help, effectively automating informational assistance though complex cases may still need specialists.

Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties.

AI: Partial - AI can provide psychoeducation, evidence-based tools, and supportive guidance for relationship and life concerns, but cannot fully replace trained therapists for complex, ethical, or high-risk counseling.

Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.

AI: Partial - AI can deliver evidence-based skill training, prompts, and coaching to encourage constructive problem-solving, but it lacks the full therapeutic alliance, nuanced empathy, and professional accountability of a licensed therapist.

Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.

AI: Partial - AI can draft individualized treatment plans using standardized protocols and client data, but implementing and dynamically adapting plans for complex family dynamics requires human clinical judgment and relational work.

Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.

AI: Partial - AI can administer standardized tests, conduct scripted interviews, and extract observational cues from audio/video, yet nuanced clinical interviewing, contextual judgment, and in-person observation still require human clinicians.

Confer with clients to develop plans for posttreatment activities.

AI: Partial - AI can generate and suggest posttreatment plans and guide clients through steps, but meaningful conferring and tailoring of plans in a therapeutic context depends on clinician rapport and oversight.

Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services.

AI: Partial - AI can summarize cases, prepare materials, and facilitate coordination among professionals, but substantive interdisciplinary analysis, responsibility, and real-time clinical collaboration remain human-led.

Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.

AI: Partial - AI can flag warning signs and recommend referrals based on protocols and symptom data, but final decisions about counseling versus referral to medicine, psychiatry, or legal aid require clinician evaluation and legal accountability.

Supervise other counselors, social service staff, and assistants.

AI: Partial - AI can support supervision with training materials, feedback, and performance analytics but cannot assume legal/ethical supervisory authority or fully manage complex human dynamics.

Write evaluations of parents and children for use by courts deciding divorce and custody cases, testifying in court if necessary.

AI: Partial - AI can collate evidence and draft evaluation reports for custody cases, but producing legally admissible expert opinions and providing courtroom testimony require licensed human evaluators and professional accountability.

Follow up on results of counseling programs and clients' adjustments to determine effectiveness of programs.

AI: Partial - AI can automate follow-ups, collect outcome measures, and analyze client adjustment trends to assess program effectiveness, while nuanced interpretation and programmatic changes still need human clinical judgment.

Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.

AI: Partial - AI can generate educational materials and deliver presentations but lacks licensure, contextual judgment, and professional accountability to fully substitute a human consultant.

Provide family counseling and treatment services to inmates participating in substance abuse programs.

AI: Partial - AI can provide digital adjunctive counseling and psychoeducational resources but cannot fully replicate licensed clinicians' therapeutic judgment and meet security/ethical requirements in correctional settings.

Gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes.

AI: Partial - AI can aggregate and synthesize records and communications but cannot independently conduct field interviews, verify information, or serve as a court-recognized evaluator.