ChironAI™ OM — Occupational Medicine
Edition 02OM · Occupational Medicine

The OS for occupational medicine. Built around five jobs in every visit.

ChironAI™ OM is the Agentic Healthcare Operating System for occupational medicine and workers' compensation practice. Built first for California — the most regulated WC market in the country. National frameworks follow.

The five rolesSection 02

A workers' comp physician carries five jobs in every visit: clinician, forensic investigator, regulatory clerk, billing manager, expert witness. ChironAI OM is built for all five.

  1. 01Clinician

    Diagnose. Treat. Apply guideline-aware care.

  2. 02Forensic Investigator

    Determine work-relatedness. Apportion industrial and non-industrial cause.

  3. 03Regulatory Clerk

    Author DWC reports. Track deadlines. Survive audit.

  4. 04Billing Manager

    Code to the fee schedule. Track the pay rule. Compute penalties and interest.

  5. 05Expert Witness

    Build a defensible record. Sit for deposition with the evidence trail intact.

The PR-2 writes itself, with your edit. The deadline tracks itself, with your view. The causation reasons itself, with your final say. You stay the doctor.

CapabilitiesThree specialty deep-dives

What ChironAI OM does today.

Reporting

DWC Form 5021

Doctor’s First Report of Occupational Injury or Illness. 5-day deadline computed with the California holiday calendar. Form mapper visualizes every section before sign-off.

Reporting

PR-2 progress reports

45-day cadence or material-change trigger. Auto-drafted from the consultation context; physician edit on every section before signature.

Reporting

PS/MMI determinations

Permanent and Stationary determinations under California Labor Code §4061. Triggered by clinical milestone, deadline-tracked, physician-attested.

Compliance

AB 3030 attestation

Every AI-assisted report carries the AB 3030 generative-AI disclosure. Non-dismissible by design; persists through the signed PDF.

Workflow

Deadline arithmetic

California business-day calculation with the state holiday calendar. Daily 07:00 cron surfaces approaching and overdue reports per practice.

Forensic

AOE/COE causation

Arising-out-of and course-of-employment analysis under California Labor Code §3600. Multi-Digital-Employee coordination when the case demands it.

Forensic

Apportionment

Industrial vs non-industrial apportionment with source-grounded reasoning across the longitudinal history.

Forensic

Versioned causation analyses

Every analysis is versioned and audit-trailed. Must-review-before-final gate at the data layer; physician signs before any payer or attorney sees it.

Clinical

Smart exam templates

Body-region-specific exam templates with structured visit context, carry-forward from prior visits, prior-value diff hints.

Clinical

MTUS / ACOEM alignment

Treatment plan checked against MTUS (California) and ACOEM (national) guidelines at point of care. Deviation surfaces with rationale.

Clinical

Structured work restrictions

Restrictions composed in a structured vocabulary, exported to the DWC form and the employer modified-duty letter simultaneously.

Operations

Eligibility and routing

WC, MPN, and care-pathway rule families with versioned determinations. §4600 predesignation check. §4616 MPN verification with weekly sync from public data.

Operations

Claim-type determination

Industrial, denied, delayed, first-aid, non-industrial. Determined from the consultation context and surfaced inline.

Geographic scope

Built first for California.

California's workers' compensation regulation is the most demanding in the United States — DWC Form 5021 with 5-day deadlines, MTUS treatment guidelines, MPN provider networks, the §4603.2 45-day payment rule, the §§4663/4664 apportionment framework, and the California-specific AI-in-healthcare statutes (AB 3030, SB 1120, AB 489).

Shipping there first means the architecture is hardened against the hardest case. National workers' compensation frameworks follow — same OS, same Digital Employee, calibrated to the regulatory chain of each state.

Architecture

Powered by Eve-Healthcare™ F5/reasoner.

The same Fusion-of-five compound reasoning architecture that powers ChironAI CDS. Microsoft Phi-3 as classifier. Microsoft Phi-4 LoRA-fine-tuned on Eve-Genesis (Clinical Edition) as the clinical reasoner. Anthropic Claude Opus 4.7 and OpenAI GPT-5.4 as frontier slots. Meta Llama 4 Scout for 10M-token longitudinal context. Llama 4 Vision for imaging.

Eve-Genesis (Clinical Edition) is the synthetic clinical reasoning corpus that trains the Phi-4 clinical reasoner. The OM regulatory adapter on Phi-4 encodes the regulatory reasoning that drives ChironAI OM — DWC reporting logic, MTUS / ACOEM alignment, AOE/COE causation patterns, the deadline arithmetic.

Read the architecture →
Solo or small practice?

ChironAI OM was built for the solo WC physician in their first hundred cases as much as for the multi-site group.

Self-serve OM signup is shipping. Solo and small-practice WC physicians can join the waitlist now and be invited in priority order when self-serve opens. Same product, lighter onboarding, per-physician monthly billing.

Join the solo-practice waitlist →

A note to the reader

Talk to our team.

For California workers' compensation physicians, occupational-medicine clinics, QME and AME evaluators, and the practice administrators who run them.

Start a conversation →