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Healthcare Support

Occupational Therapy Aides

25.5%Low Risk

Summary

Occupational therapy aides face low risk because their core duties require physical presence and emotional support. While AI will automate clerical tasks like scheduling and inventory tracking, it cannot replace the hands-on assistance and empathy needed to help patients with mobility and therapeutic exercises. The role will shift away from paperwork toward more direct, high-value patient interaction and physical care.

Scored by Gemini 3.1 Pro·How does scoring work?

The AI Jury

ClaudeFair

The Diplomat

The clerical tasks are genuinely automatable, but the physical presence, patient encouragement, and hands-on assistance tasks anchor this role firmly in the human domain.

28%
GrokToo Low

The Chaos Agent

Admin drudgery vanishes overnight, but robot aides demo crafts and shuttle patients quicker than this timid score admits.

38%
DeepSeekToo Low

The Contrarian

Automating 60% clerical bulk collapses demand faster than models account for; hands-on care can't compensate for vanished administrative load.

42%
ChatGPTFair

The Optimist

The paperwork is ripe for automation, but the heart of this job is hands-on encouragement, safety, and human presence. AI will trim admin, not replace the aide.

28%

Task-by-Task Breakdown

Perform clerical, administrative, and secretarial duties, such as answering phones, restocking and ordering supplies, filling out paperwork, and scheduling appointments.
85

Scheduling, paperwork, and supply ordering are highly automatable with current AI assistants and RPA tools.

Observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.
45

While AI voice-to-text and summarization tools can automate the recording process, the physical observation of nuanced patient behavior requires a human.

Report to supervisors or therapists, verbally or in writing, on patients' progress, attitudes, attendance, and accomplishments.
40

AI can assist in drafting reports from notes, but the human aide must still provide the initial observations and verbal context.

Assist educational specialists or clinical psychologists in administering situational or diagnostic tests to measure client's abilities or progress.
35

AI can administer digital tests, but assisting with physical or situational tests requires human presence and behavioral observation.

Prepare and maintain work area, materials, and equipment and maintain inventory of treatment and educational supplies.
30

Inventory tracking is highly automatable, but the physical preparation and cleaning of the work area require human dexterity.

Evaluate the living skills and capacities of clients with physical, developmental, or mental health disabilities.
30

AI can process assessment data, but evaluating physical and mental capacities in real-world scenarios requires nuanced human judgment.

Manage intradepartmental infection control and equipment security.
25

Some cleaning can be automated, but managing specific medical equipment security and enforcing infection protocols requires human oversight.

Assist occupational therapists in planning, implementing, and administering therapy programs to restore, reinforce, and enhance performance, using selected activities and special equipment.
20

AI can assist with therapy planning, but implementing and administering physical therapy requires hands-on human involvement.

Instruct patients and families in work, social, and living skills, the care and use of adaptive equipment, and other skills to facilitate home and work adjustment to disability.
15

Personalized, hands-on instruction requires human empathy, physical demonstration, and the ability to adapt to the family's emotional state.

Demonstrate therapy techniques, such as manual and creative arts and games.
15

Requires physical dexterity and real-time interactive engagement with the patient to model behaviors effectively.

Supervise patients in choosing and completing work assignments or arts and crafts projects.
15

Requires human presence, motivational encouragement, and real-time supervision of physical activities.

Accompany patients on outings, providing transportation when necessary.
15

Autonomous vehicles may assist with driving, but accompanying and ensuring the physical safety of vulnerable patients requires a human.

Transport patients to and from the occupational therapy work area.
10

Navigating a facility with a patient who has mobility issues requires physical assistance, safety monitoring, and human care.

Adjust and repair assistive devices and make adaptive changes to other equipment and to environments.
10

Requires fine motor skills and physical manipulation of diverse, unstructured objects and environments.

Encourage patients and attend to their physical needs to facilitate the attainment of therapeutic goals.
5

Requires deep empathy, physical presence, and real-time adaptation to patient needs, which are fundamentally human traits.