AI exposure: Art Therapists
Plan or conduct art therapy sessions or programs to improve clients' physical, cognitive, or emotional well-being.
Reading this score
computedArt Therapists is one of the unusual cases where capability and friction are both high. Current systems can produce a great deal of this work, with average capability across its tasks at 2.2 out of 4. Only 27.6% of the weighted task load comes out as exposed, because 28.5% of it runs into something structural. Jobs in this band tend not to disappear. They change shape, and the person stays.
What holds the line here is verification cost. Across this occupation's 25 tasks it averages 2.10 out of 3, the highest of the five friction dimensions. In plain terms, checking the output costs more than producing it. Where an undetected error is expensive, dangerous or irreversible, the economics change. Someone has to verify the work, and verifying can cost as much as doing it. This is the friction most likely to fall as tools for checking improve.
The most exposed thing this job does is Analyze data to determine the effectiveness of treatments or therapy approaches, at 66.7%. The least is Conduct art therapy sessions, providing guided self-expression experiences to help clients..., at 3.3%. A gap of 63.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within healthcare practitioner and technical occupations, this one is more exposed than most. The median across the 89 roles in the group is 18.4%, and only 8 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 25 tasks, 10 are currently banded exposed, 8 assisted and 7 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.22 | 0-4 |
| Embodiment | 0.64 | 0-3 |
| Presence | 1.42 | 0-3 |
| Accountability | 1.92 | 0-3 |
| Context | 1.82 | 0-3 |
| Verification cost | 2.10 | 0-3 |
What this means in practice
Roles in this band tend to change shape rather than disappear. The output gets drafted faster and the person moves toward review, judgment and accountability. The useful question is not whether to use these tools but who is trusted to sign off on what they produce.
Task by task
25 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Analyze data to determine the effectiveness of treatments or therapy approaches. | 66.7% | 33.3% | 0.0% | 3.76 | exposed |
| Recommend or purchase needed art supplies or equipment. | 60.0% | 15.0% | 25.0% | 4.25 | exposed |
| Communicate client assessment findings and recommendations in oral, written, audio, video, or other forms. | 46.7% | 53.3% | 0.0% | 4.36 | assisted |
| Conduct information sharing sessions, such as in-service workshops for other professionals, potential client groups, or the general community. | 45.0% | 30.0% | 25.0% | 3.50 | exposed |
| Write treatment plans, case summaries, or progress or other reports related to individual clients or client groups. | 40.0% | 35.0% | 25.0% | 4.76 | exposed |
| Coordinate field trips for client groups to museums or other public displays of art. | 39.6% | 22.9% | 37.5% | 2.30 | exposed |
| Gather client information from sources such as case documentation, client observation, or interviews of client or family members. | 37.5% | 37.5% | 25.0% | 4.07 | assisted |
| Assess client needs or disorders, using drawing, painting, sculpting, or other artistic processes. | 30.0% | 45.0% | 25.0% | 4.69 | assisted |
| Observe and document client reactions, progress, or other outcomes related to art therapy. | 30.0% | 45.0% | 25.0% | 4.66 | assisted |
| Interpret the artistic creations of clients to assess their functioning, needs, or progress. | 30.0% | 45.0% | 25.0% | 4.12 | assisted |
| Review research or literature in art therapy, psychology, or related disciplines. | 30.0% | 20.0% | 50.0% | 4.00 | exposed |
| Analyze or synthesize client data to draw conclusions or make recommendations for art therapy. | 30.0% | 45.0% | 25.0% | 4.00 | assisted |
| Coordinate art showcases to display artwork produced by clients. | 30.0% | 20.0% | 50.0% | 2.36 | exposed |
| Design art therapy sessions or programs to meet client's goals or objectives. | 26.7% | 23.3% | 50.0% | 4.68 | exposed |
| Develop individualized treatment plans that incorporate studio art therapy, counseling, or psychotherapy techniques. | 26.7% | 23.3% | 50.0% | 4.66 | exposed |
| Customize art therapy programs for specific client populations, such as those in schools, nursing homes, wellness centers, prisons, shelters, or hospitals. | 26.7% | 23.3% | 50.0% | 4.36 | exposed |
| Establish goals or objectives for art therapy sessions in consultation with clients or site administrators. | 20.0% | 30.0% | 50.0% | 4.62 | assisted |
| Photograph or videotape client artwork for inclusion in client records or for promotional purposes. | 15.8% | 9.2% | 75.0% | 3.39 | untouched |
| Confer with other professionals on client's treatment team to develop, coordinate, or integrate treatment plans. | 13.3% | 36.7% | 50.0% | 4.34 | assisted |
| Select or prepare artistic media or related equipment or devices to accomplish therapy session objectives. | 11.7% | 13.3% | 75.0% | 4.52 | untouched |
| Instruct individuals or groups in the use of art media, such as paint, clay, or yarn. | 11.7% | 13.3% | 75.0% | 3.76 | untouched |
| Talk with clients during art or other therapy sessions to build rapport, acknowledge their progress, or reflect upon their reactions to the artistic process. | 8.3% | 16.7% | 75.0% | 4.93 | untouched |
| Teach art therapy techniques or processes to artists, interns, volunteers, or others. | 8.3% | 16.7% | 75.0% | 3.19 | untouched |
| Supervise staff, volunteers, practicum students, or interns. | 5.0% | 20.0% | 75.0% | 3.69 | untouched |
| Conduct art therapy sessions, providing guided self-expression experiences to help clients recover from, or cope with, cognitive, emotional, or physical impairments. | 3.3% | 21.7% | 75.0% | 4.97 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.