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How a healthcare diagnosing or treating practitioner can use AI, task by task

O*NET 29-1299.00: Healthcare Diagnosing or Treating Practitioners, All OtherMedian pay $115,210/year (BLS, May 2025)15 common activities

All healthcare diagnosing or treating practitioners not listed separately.

How this page is built: O*NET doesn't publish a task list for this catch-all occupation. This playbook is built from the related occupations it groups together: the work activities most of them share, classified the same way as every other task on the site. For a full task list, see Naturopathic Physicians, Orthoptists.
Type your own title and every prompt on this page updates to match. Also called: —.

Where AI fits in this job

AI-ready 0%AI-assist 12%Stays human 88%

Share of the job's common activities across related occupations, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 2 AI-assist and 13 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Record patient medical histories.Write it up · Hourly or more
  2. Collect medical information from patients, family members, or other medical professionals.Prepare to ask · Hourly or more

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Diagnose medical conditions.Make the call · Several times a day
  2. Examine patients to assess general physical condition.Hands-on care · Several times a day
  3. Analyze test data or images to inform diagnosis or treatment.Make the call · Several times a day

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 2

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Record patient medical histories.

Hourly or more

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to record patient medical histories.

Context: We use Trigram Software AcuBase Pro and Enova eNatro.
Specialty: [chiropractic, dental, general]
What to capture: [conditions, meds, allergies, history]

Draft a medical history template with prompts. No patient data. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: History-taking template

Step 1Pick a real example: the next time you record patient medical histories (today). Leave out names and identifying details.
Step 2Fill in [Specialty] and [What to capture] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 5.0/5 · O*NET work activity: Record patient medical histories..

Collect medical information from patients, family members, or other medical professionals.

Hourly or more

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to collect medical information from patients, family members, or other medical professionals.

Context: We use Online medical databases and Trigram Software AcuBase Pro; the work draws on medicine and dentistry, biology and therapy and counseling.
Purpose: [assessment, treatment goals]
Sources: [patient, family, records, staff]

Write questions for each source, in a respectful order, and a template to combine what I learn. Flag sensitive topics and consent points.

10-minute exercise: Gather information from patients and family

Step 1Pick a real example: the next time you collect medical information (today). Leave out names and identifying details.
Step 2Fill in [Purpose] and [Sources] with the real details, then run the prompt.
Step 3Use one new question and note what it added.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.8/5 · O*NET work activity: Collect medical information from patients, family members, or other medical professionals..

These stay human 13

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

Diagnose medical conditions.

Several times a dayIn 2 related jobs

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to diagnose medical conditions.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Presentation: [symptoms, signs, no patient details]
Results: [tests]

List a differential with what supports or argues against each, and next tests. I make the diagnosis.

10-minute exercise: Differential diagnosis check

Step 1Pick a real example: the next time you diagnose medical conditions.
Step 2Fill in [Presentation] and [Results] with the real details, then run the prompt.
Step 3Decide yourself and note anything you'd overlooked.

Importance 4.9/5 · O*NET work activity: Diagnose medical conditions..

Examine patients to assess general physical condition.

Several times a dayIn 2 related jobs

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to examine patients to assess general physical condition.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Exam type: [general, musculoskeletal, pre-participation]
Patient group: [general description]

Make an exam sequence, plain-language explanations, and red flags. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Physical exam prep

Step 1Pick a real example: the next time you examine patients. Leave out names and identifying details.
Step 2Fill in [Exam type] and [Patient group] with the real details, then run the prompt.
Step 3Use the explanations with your next patient.

Importance 4.9/5 · O*NET work activity: Examine patients to assess general physical condition..

Analyze test data or images to inform diagnosis or treatment.

Several times a dayIn 2 related jobs

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to analyze test data or images to inform diagnosis or treatment.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test or image: [x-ray, lab, scan]
Clinical question: [what to rule in or out]

List systematic review steps and pitfalls. I make the diagnosis. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Interpretation checklist

Step 1Pick a real example: the next time you analyze test data or images.
Step 2Fill in [Test or image] and [Clinical question] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.7/5 · O*NET work activity: Analyze test data or images to inform diagnosis or treatment..

Collaborate with healthcare professionals to plan or provide treatment.

DailyIn 2 related jobs

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to collaborate with healthcare professionals to plan or provide treatment.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Case: [general, no identifiers]
Question: [what you need from colleagues]

Prepare a summary, the question and options. Then play the colleague. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Interdisciplinary consult prep

Step 1Pick a real example: the next time you collaborate with healthcare professionals (today).
Step 2Fill in [Case] and [Question] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.2/5 · O*NET work activity: Collaborate with healthcare professionals to plan or provide treatment..

Refer patients to other healthcare practitioners or health resources.

WeeklyIn 2 related jobs

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to refer patients to other healthcare practitioners or health resources.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Situation: [general, no patient details]
Options: [specialists, services]

List red flags and criteria for referral, and what to include in the referral. I decide.

10-minute exercise: Referral decision prep

Step 1Pick a real example: the next time you refer patients (this week). Leave out names and identifying details.
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.3/5 · O*NET work activity: Refer patients to other healthcare practitioners or health resources..

Treat chronic diseases or disorders.

Hourly or more

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to treat chronic diseases or disorders.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Condition: [describe]
Goals: [management]

Prepare patient education and follow-up plan. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Chronic condition support

Step 1Pick a real example: the next time you treat chronic diseases or disorders (today).
Step 2Fill in [Condition] and [Goals] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.9/5 · O*NET work activity: Treat chronic diseases or disorders..

Advise patients on healthcare system processes.

Hourly or more

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to advise patients on healthcare system processes.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Need: [appointments, resources, insurance]
Who: [patient, caregiver]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Navigating the health system

Step 1Pick a real example: the next time you advise patients (today). Leave out names and identifying details.
Step 2Fill in [Need] and [Who] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.9/5 · O*NET work activity: Advise patients on healthcare system processes..

Provide health and wellness advice to patients, program participants, or caregivers.

Hourly or more

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to provide health and wellness advice to patients, program participants, or caregivers.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [nutrition, exercise, sleep, stress]
Who: [patient, participant; no personal details]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Wellness advice conversation

Step 1Pick a real example: the next time you provide health and wellness advice (today). Leave out names and identifying details.
Step 2Fill in [Topic] and [Who] with the real details, then run the prompt.
Step 3Check advice against current guidelines and stay within your scope.

Importance 4.9/5 · O*NET work activity: Provide health and wellness advice to patients, program participants, or caregivers..

Administer non-intravenous medications.

Hourly or more

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to administer non-intravenous medications.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Routes: [oral, injection, other]
Setting: [describe]

Summarize safety checks and documentation. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Medication route refresher

Step 1Pick a real example: the next time you administer non-intravenous medications (today).
Step 2Fill in [Routes] and [Setting] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.8/5 · O*NET work activity: Administer non-intravenous medications..

Develop medical treatment plans.

Several times a day

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to develop medical treatment plans.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Situation: [condition or project, no names]
Options: [list]

Compare options and risks; list information needed. I decide. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Plan options review

Step 1Pick a real example: the next time you develop medical treatment plans.
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.8/5 · O*NET work activity: Develop medical treatment plans..

Explain medical procedures or test results to patients or family members.

Several times a day

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to explain medical procedures or test results to patients or family members.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Procedure or result: [describe generally, no patient details]
Who: [patient, family]

Prepare a calm explanation, risks in plain words, and answers to likely fears. Then play the patient.

10-minute exercise: Explain a procedure or result

Step 1Pick a real example: the next time you explain medical procedures or test results. Leave out names and identifying details.
Step 2Fill in [Procedure or result] and [Who] with the real details, then run the prompt.
Step 3Check facts with the treating clinician first.

Importance 4.7/5 · O*NET work activity: Explain medical procedures or test results to patients or family members..

Test patient vision.

Daily

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to test patient vision.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Exam or test: [type]
Patient group: [describe]

Write a plain-language explanation, what patients will feel, and aftercare. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Eye exam explanation

Step 1Pick a real example: the next time you test patient vision (today). Leave out names and identifying details.
Step 2Fill in [Exam or test] and [Patient group] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.3/5 · O*NET work activity: Test patient vision..

Prescribe medications.

Daily

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a healthcare diagnosing or treating practitioner. Part of my job is to prescribe medications.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Indication: [general]
Options: [drugs]

List considerations, interactions and dosing to verify. I prescribe. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Prescribing check

Step 1Pick a real example: the next time you prescribe medications (today).
Step 2Fill in [Indication] and [Options] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.2/5 · O*NET work activity: Prescribe medications..

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