Occupational medicine + workers' comp AI scribe 2026: PR-2 / DWC-25, MMI / impairment, RTW, DOT / FAA, and the cash-pay workflow

May 9, 2026 · 6 min read

Occupational medicine and workers' comp practices generate one of the most templated documentation streams in outpatient medicine. Each visit produces a payor-required narrative form: California PR-2, Florida DWC-25, generic state-equivalent forms, fitness-for-duty letters, MMI / permanent impairment ratings under the AMA Guides, return-to-work restriction sheets, and DOT / FAA / pre-employment certifications. The forms are not optional; they are the billable artifact for the encounter, and they have to be readable, defensible, and aligned to the carrier's expectations or the claim gets bounced.

The 2026 occ-med-aware AI scribe stack handles five things general scribes do poorly: state-specific WC narrative form templating (PR-2, DWC-25, equivalents), MMI and permanent impairment language per AMA Guides 5th / 6th edition, return-to-work restriction generation in carrier-readable format, DOT / FAA / OSHA / pre-employment certification schemas, and the fitness-for-duty letter format that HR and adjusters expect.

Visit-type adaptation

Occ-med has six core visit types:

• Initial WC injury evaluation — mechanism, exam, diagnosis, treatment plan, work-status decision, narrative report.
• WC follow-up — interval status, response to treatment, work-status update, MMI assessment when applicable.
• Permanent impairment rating — AMA Guides-aligned rating, apportionment, future medical care.
• DOT / FAA / pre-employment / fitness-for-duty — certification-specific exam protocols and disposition.
• Surveillance / regulatory — OSHA-required medical surveillance (respirator, asbestos, lead, hexavalent chromium, hearing conservation).
• Travel / expat medical — pre-deployment fitness, executive physicals.

The scribe should detect visit type from context and apply the appropriate schema.

The occ-med system prompt

You are documenting an occupational medicine encounter.

INPUT:
- Encounter audio transcript
- Patient profile: occupation, employer, insurer or self-pay, prior WC episodes,
  current restrictions, medications
- For WC: claim number, date of injury, body part(s), treating provider history,
  state form requirements (PR-2 California, DWC-25 Florida, etc.)
- For DOT / FAA / pre-employment: certification type and required exam protocol
- For surveillance: regulation (OSHA respirator, asbestos, lead, etc.)

DETERMINE visit type, then apply schema:

For initial WC injury evaluation:
1. Mechanism of injury (specific words from patient + clinical paraphrase)
2. Body parts involved
3. Date / time of injury and immediate response
4. Pertinent PMH and prior similar injuries (apportionment relevance)
5. Today's exam by body region affected
6. Diagnosis with ICD-10 specificity
7. Treatment plan: PT, NSAIDs, modified activity, imaging, specialist referral
8. Work-status decision: full duty / modified duty (specific restrictions)
   / off work
9. Modified-duty restrictions in carrier-readable format (lifting, carrying,
   pushing, pulling, climbing, reaching, twisting; sit / stand / walk
   tolerances; specific repetitive motions)
10. Follow-up timing
11. Narrative report aligned to state form (PR-2 / DWC-25 / equivalent)

For WC follow-up:
1. Interval history (work status, treatment compliance, response, new symptoms)
2. Today's exam delta
3. Diagnosis update
4. Treatment plan continuation / change
5. Work-status update with rationale
6. MMI assessment: yes / no / approaching with reasoning
7. If MMI: AMA Guides edition, body region, table reference, % impairment with apportionment

For permanent impairment rating:
1. Confirm MMI status and date
2. AMA Guides edition (5th vs 6th — state-specific)
3. Body region tables and methodology
4. Range of motion / ADL impact / objective findings
5. % whole-person impairment with derivation steps
6. Apportionment (to prior conditions or non-WC factors)
7. Future medical care needs

For DOT / FAA / pre-employment exam:
1. Certification type and regulation reference
2. Required exam components per regulation
3. Vital signs and exam findings
4. Vision (Snellen / depth / color per requirement)
5. Hearing (whisper or audiometric per requirement)
6. Drug screen result if applicable
7. Disqualifying conditions assessed
8. Disposition: certified / time-limited / disqualified with reasoning
9. Form completion confirmation

For OSHA surveillance:
1. Regulation cited (29 CFR 1910.x)
2. Job exposure history
3. Symptom review specific to exposure
4. Required exam components per standard
5. Required labs (e.g., lead BLL, ZPP)
6. PFT or audiogram if respirator / hearing conservation
7. Recommendation: cleared for continued exposure / restrictions / removal
8. Periodicity for next surveillance

CARRIER-READABLE RESTRICTIONS format:
"No lifting >15 lbs"
"No repetitive overhead reaching"
"Sit / stand / walk as tolerated; max 30 min sitting then 5 min standing"
"No climbing ladders or scaffolds"
"No power tools requiring sustained grip"

State-specific narrative formats:
- PR-2 (CA): subjective / objective / diagnosis / discussion / treatment plan /
  work status with restrictions or off-work order, MMI section
- DWC-25 (FL): standardized fields including MMI / impairment rating workflow

Cite transcript. Match exact carrier vocabulary where possible.

State WC narrative forms as the billable artifact

Workers' comp visits are paid on the strength of the narrative form. PR-2 in California, DWC-25 in Florida, and state-equivalents elsewhere are the documents adjusters read; the underlying chart is secondary. A scribe that produces narrative text already structured for the carrier's form — with subjective / objective / diagnosis / discussion / treatment / work status — lets the physician sign and submit without re-typing.

MMI and AMA Guides

Maximum Medical Improvement is the inflection point in WC: the patient has plateaued, future treatment is supportive only, and any permanent impairment is rated under the AMA Guides (5th or 6th edition depending on state). Impairment ratings drive settlement value. A scribe with AMA Guides awareness produces ratings in the structure required: edition, body region, table reference, derivation steps, apportionment.

RTW restrictions in carrier format

Return-to-work restrictions need to be specific enough that the employer can match them to a job analysis. "Light duty" is too vague; "no lifting >15 lbs, no repetitive overhead reaching, sit / stand as tolerated" gives HR a defensible job match. A occ-med scribe should produce restrictions in this format every visit.

DOT / FAA / OSHA surveillance schemas

Each certification has a regulation-defined exam protocol. DOT medical (49 CFR 391.41) covers commercial drivers; FAA (14 CFR Part 67) covers pilots; OSHA respirator surveillance (29 CFR 1910.134), asbestos (29 CFR 1910.1001), lead (29 CFR 1910.1025) each have specific required exam components and lab schedules. A occ-med-tuned scribe with these schemas produces compliant exam documentation that holds up to regulatory audit.

The cash-pay alignment

Occ-med is one of the few specialties where the predominant payment is per-encounter from the employer or carrier rather than per-member subscription. The cash-pay workflow aligns naturally with the LessRec variable-cost model: each visit has a known cost ($0.05/min × ~15-20 min average = ~$0.75-1.00 per visit) that the practice can build into the per-encounter price quote to the carrier. Subscription scribes do not align this way; the floor is paid regardless of visit volume.

Vendor and DIY paths

Vendor scribes capture conversation. They underdeliver on state-specific WC narrative forms, AMA Guides MMI rating language, carrier-readable restrictions, and regulation-specific surveillance schemas. The DIY stack — LessRec Whisper API + an occ-med-tuned prompt with state-form awareness + your occ-med EHR (Net Health, Systoc) — produces compliant documentation across CA WC, FL WC, OSHA surveillance, DOT, and FAA programs.

BAA chain

Practice + occ-med EHR (Net Health Occupational Medicine, Systoc, Medgate) + transcription vendor + LLM vendor. WC carriers and state agencies receive the narrative form output rather than direct chart access.

When to start

Occ-med and WC practices have one of the strongest economic cases for variable-cost documentation: per-encounter payment, narrative form as the billable artifact, and state-specific form requirements that vendor scribes generally do not handle natively. The DIY stack is the path that aligns cost structure to the practice's revenue model.