Will AI replace Art Therapists?
Most of the work in Art Therapists still leans on things AI struggles with — research rates its theoretical AI reach at only ~30%, and real-world use lower still.
O*NET-SOC 29-1129
How your 52 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a relatively low share of this job's tasks (~30%). By late 2025, real-world AI use had reached about 4% of its task activity (still rare). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
The signals here line up
Theoretical reach (~30%), real-world use (~4%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 52 tasks, ratedBased on real task-level AI scores — click to collapse
- Write treatment plans, case summaries, or progress or other reports related to individual clients or client groups.
- Document evaluations, treatment plans, case summaries, or progress or other reports related to individual clients or client groups.
- Observe and document client reactions, progress, or other outcomes related to music therapy.
- Participate in continuing education.
- Compose, arrange, or adapt music for music therapy treatments.
- Observe and document client reactions, progress, or other outcomes related to art therapy.
- Design art therapy sessions or programs to meet client's goals or objectives.
- Confer with other professionals on client's treatment team to develop, coordinate, or integrate treatment plans.
- Analyze or synthesize client data to draw conclusions or make recommendations for art therapy.
- Interpret the artistic creations of clients to assess their functioning, needs, or progress.
- Customize art therapy programs for specific client populations, such as those in schools, nursing homes, wellness centers, prisons, shelters, or hospitals.
- Communicate client assessment findings and recommendations in oral, written, audio, video, or other forms.
- Establish goals or objectives for art therapy sessions in consultation with clients or site administrators.
- Gather client information from sources such as case documentation, client observation, or interviews of client or family members.
- Analyze data to determine the effectiveness of treatments or therapy approaches.
- Review research or literature in art therapy, psychology, or related disciplines.
- Design or provide music therapy experiences to address client needs, such as using music for self-care, adjusting to life changes, improving cognitive functioning, raising self-esteem, communicating, or controlling impulses.
- Design music therapy experiences, using various musical elements to meet client's goals or objectives.
- Sing or play musical instruments, such as keyboard, guitar, or percussion instruments.
- Customize treatment programs for specific areas of music therapy, such as intellectual or developmental disabilities, educational settings, geriatrics, medical settings, mental health, physical disabilities, or wellness.
- Establish client goals or objectives for music therapy treatment, considering client needs, capabilities, interests, overall therapeutic program, coordination of treatment, or length of treatment.
- Gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.
- Plan or structure music therapy sessions to achieve appropriate transitions, pacing, sequencing, energy level, or intensity in accordance with treatment plans.
- Engage clients in music experiences to identify client responses to different styles of music, types of musical experiences, such as improvising or listening, or elements of music, such as tempo or harmony.
- Communicate client assessment findings and recommendations in oral, written, audio, video, or other forms.
- Confer with professionals on client's treatment team to develop, coordinate, or integrate treatment plans.
- Select or adapt musical instruments, musical equipment, or non-musical materials, such as adaptive devices or visual aids, to meet treatment objectives.
- Analyze or synthesize client data to draw conclusions or make recommendations for therapy.
- Collaborate with others to design or implement interdisciplinary treatment programs.
- Apply selected research findings to practice.
- Analyze data to determine the effectiveness of specific treatments or therapy approaches.
- Adapt existing or develop new music therapy assessment instruments or procedures to meet an individual client's needs.
- Apply current technology to music therapy practices.
- Conduct, or assist in the conduct of, music therapy research.
- Conduct art therapy sessions, providing guided self-expression experiences to help clients recover from, or cope with, cognitive, emotional, or physical impairments.
- Assess client needs or disorders, using drawing, painting, sculpting, or other artistic processes.
- Talk with clients during art or other therapy sessions to build rapport, acknowledge their progress, or reflect upon their reactions to the artistic process.
- Develop individualized treatment plans that incorporate studio art therapy, counseling, or psychotherapy techniques.
- Select or prepare artistic media or related equipment or devices to accomplish therapy session objectives.
- Recommend or purchase needed art supplies or equipment.
- Supervise staff, volunteers, practicum students, or interns.
- Instruct individuals or groups in the use of art media, such as paint, clay, or yarn.
- Conduct information sharing sessions, such as in-service workshops for other professionals, potential client groups, or the general community.
- Teach art therapy techniques or processes to artists, interns, volunteers, or others.
- Communicate with clients to build rapport, acknowledge their progress, or reflect upon their reactions to musical experiences.
- Assess client functioning levels, strengths, and areas of need in terms of perceptual, sensory, affective, communicative, musical, physical, cognitive, social, spiritual, or other abilities.
- Improvise instrumentally, vocally, or physically to meet client's therapeutic needs.
- Integrate behavioral, developmental, improvisational, medical, or neurological approaches into music therapy treatments.
- Identify and respond to emergency physical or mental health situations.
- Conduct information sharing sessions, such as in-service workshops for other professionals, potential client groups, or the general community.
- Supervise staff, volunteers, practicum students, or interns engaged in music therapy activities.
- Assess the risks and benefits of treatment termination for clients.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.