{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/acupuncturists/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Acupuncturists",
    "soc_code": "29-1291",
    "category": "Healthcare",
    "us_employment": 7830,
    "median_annual_wage": 76040
  },
  "verdict": "SAFE",
  "risk_resistance": 77,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 16,
    "embodiment": 18,
    "liability_shield": 14,
    "trust_premium": 17,
    "judgment_accountability": 12
  },
  "reasoning": {
    "task_resistance": "Locating LI4 by feel on a body whose anatomy never matches the chart, adjusting depth and angle by tissue resistance and the patient's report, retaining needles while monitoring for vasovagal response, and burning moxa near skin without scarring are tasks with no digital substitute — the 16 rather than 19 reflects that pattern differentiation from symptom questionnaires, herb formula selection, and the entire documentation and billing load are genuinely automatable.",
    "embodiment": "You are hands-on a partially undressed patient in prone and supine positions, palpating radial pulses and abdomen, sterilizing skin, inserting 30-60 filiform needles per session, applying glass cups with flame, and retrieving a fainting patient off the table — the only reason this is 18 and not 20 is that it happens in your own controlled treatment room, not a roadside or a crawlspace.",
    "liability_shield": "NCCAOM certification plus state licensure and CNT credentialing legally gate needle insertion, and a pneumothorax from over-deep needling at BL13 or an infection from technique lapse lands on your malpractice policy and your license — it sits at 14 rather than 18 because scope-of-practice rules vary widely by state, dry needling carve-outs let PTs and chiropractors needle without your license, and no statute requires an acupuncturist to be present for anything.",
    "trust_premium": "Patients return weekly for months and tolerate being needled by someone they chose by referral; word-of-mouth and cash-pay retention are the whole business model, and a practitioner who cannot explain what they are feeling in a pulse loses the patient after one visit — just short of the top band because a portion of your caseload arrives as insurance-referred pain cases who will accept whichever licensed provider is in-network.",
    "judgment_accountability": "You decide when a presentation is not yours to treat — the fatigue that is anemia, the epigastric pain that needs imaging, the anticoagulated patient you needle shallower — and you adjust the point prescription each visit based on response, but the 12 rather than 16 reflects that most sessions follow established pattern-differentiation frameworks on non-acute complaints where a wrong call means no improvement, not harm."
  },
  "rationale": "The core of the job — palpating pulses, locating points on a specific body, inserting and manipulating needles, applying cupping and moxibustion — is manual work on a living patient that no deployable robot performs. AI can draft intake summaries, suggest point protocols from symptom patterns, and handle SOAP notes and insurance documentation, but the treatment itself and the trust-heavy therapeutic relationship are the product. State licensure (NCCAOM exam in most states, clean-needle technique certification) legally gates practice and puts personal liability on the practitioner, though that shield is regulatory and could shift.",
  "outlook": "Demand tracks insurance coverage and integrative-medicine referral growth more than AI; expect the paperwork half of the day to shrink and the hands-on half to stay intact through the 2030s.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "liability_shield",
        "change": "State boards winning the dry-needling scope fight — rules that reserve needle insertion to NCCAOM-certified licensees and bar physical therapists/chiropractors from performing it without full acupuncture licensure. Active in state legislatures and board rulemaking (e.g., contested PT dry-needling rules in WA, OR, NY, CA); the opposite outcome lowers the shield.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "liability_shield",
        "change": "Expansion of the CMS acupuncture benefit beyond the 2020 chronic-low-back-pain NCD to other indications, with the condition that a licensed acupuncturist (rather than an auxiliary under physician supervision) be the billing, personally accountable provider — plus enrollment of L.Ac. as a Medicare provider type, which currently does not exist.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Board rules or malpractice-insurer conditions making the practitioner the documented owner of red-flag screening and referral decisions (pneumothorax risk in thoracic needling, anticoagulant patients, undiagnosed malignancy presenting as pain), i.e. formal duty-to-refer language in state practice acts rather than general standard-of-care.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Integration into hospital and VA pain-management teams (VA already employs licensed acupuncturists) where the practitioner signs into a shared care plan and owns dose/frequency calls alongside opioid tapering decisions, raising the consequence weight of each call.",
        "plausibility": "already happening",
        "would_add": 2
      },
      {
        "dimension": "trust_premium",
        "change": "Cash-pay positioning holds only while the modality is understood as inherently relational; a plausible upward push is credentialing distinctions buyers can see — e.g. payers or employers steering to Doctor of Acupuncture (DAc/DACM) holders for covered chronic-pain benefits, creating a paid-for human tier rather than commodity per-session pricing.",
        "plausibility": "plausible",
        "would_add": 2
      }
    ],
    "ceiling_note": "task_resistance and embodiment are already near ceiling and the documentation tier is thin, so there is no meaningful task-mix headroom — the routine work being automated is billing and SOAP notes, which was never the billable product. The real risk direction for this occupation is downward on liability_shield (scope-of-practice erosion to PTs and chiropractors performing dry needling under a different license), not AI capability. Scores here are also fragile to demand rather than substitution: a small, largely cash-pay field is exposed to discretionary-spending shocks that the register does not measure."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2021,
        "emp": 7250,
        "wage": 60570
      },
      {
        "y": 2022,
        "emp": 7800,
        "wage": 72220
      },
      {
        "y": 2023,
        "emp": 9370,
        "wage": 78220
      },
      {
        "y": 2024,
        "emp": 8440,
        "wage": 78140
      },
      {
        "y": 2025,
        "emp": 7830,
        "wage": 76040
      }
    ],
    "from": 2021,
    "to": 2025,
    "change_pct": 8,
    "comparable_from": 2021,
    "spans_soc_revision": false
  },
  "pivots": [],
  "license": "https://cookedindex.com/terms"
}