Acupuncturists

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 3 (17%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 15 (83%)

• Collect medical histories and general health and lifestyle information from patients.AI can speed this up on its own · core task · Seen in real AI use
• Educate patients on topics, such as meditation, ergonomics, stretching, exercise, nutrition, the healing process, breathing, or relaxation techniques.AI can speed this up on its own · core task
• Maintain detailed and complete records of health care plans and prognoses.AI can speed this up on its own · core task
• Develop individual treatment plans and strategies.Little or no AI speed-up · core task · Seen in real AI use
• Adhere to local, state, and federal laws, regulations, and statutes.Little or no AI speed-up · core task
• Insert needles to provide acupuncture treatment.Little or no AI speed-up · core task
• Identify correct anatomical and proportional point locations based on patients' anatomy and positions, contraindications, and precautions related to treatments, such as intradermal needles, moxibustion, electricity, guasha, or bleeding.Little or no AI speed-up · core task
• Treat patients using tools, such as needles, cups, ear balls, seeds, pellets, or nutritional supplements.Little or no AI speed-up · core task
• Analyze physical findings and medical histories to make diagnoses according to Oriental medicine traditions.Little or no AI speed-up · core task
• Maintain and follow standard quality, safety, environmental, and infection control policies and procedures.Little or no AI speed-up · core task
• Dispense herbal formulas and inform patients of dosages and frequencies, treatment duration, possible side effects, and drug interactions.Little or no AI speed-up · core task · Seen in real AI use
• Assess patients' general physical appearance to make diagnoses.Little or no AI speed-up · core task
• Formulate herbal preparations to treat conditions considering herbal properties, such as taste, toxicity, effects of preparation, contraindications, and incompatibilities.Little or no AI speed-up · core task
• Apply heat or cold therapy to patients using materials, such as heat pads, hydrocollator packs, warm compresses, cold compresses, heat lamps, or vapor coolants.Little or no AI speed-up · core task
• Consider Western medical procedures in health assessment, health care team communication, and care referrals.Little or no AI speed-up · core task
• Evaluate treatment outcomes and recommend new or altered treatments as necessary to further promote, restore, or maintain health.Little or no AI speed-up · core task
• Treat medical conditions, using techniques such as acupressure, shiatsu, or tuina.Little or no AI speed-up · core task
• Apply moxibustion directly or indirectly to patients using Chinese, non-scarring, stick, or pole moxa.Little or no AI speed-up · core task