ChironAI™ OM — Occupational Medicine
Edition 02 · Live in productionOM · California workers’ comp

Be the doctor. Let Chiron run the claim.

A California workers’-comp visit asks a physician to be five people at once — clinician, investigator, clerk, biller, expert witness. ChironAI™ OM is the agentic operating system that runs the whole claim: causation, treatment, utilization review, impairment, DWC reporting, and every statutory deadline — reasoned, drafted, and tracked by a Round Table of Digital Employees that shows its work. You review, edit, and attest.

Live in production for California WC practices · Physician-attested · Reasoning on every determination

Five jobs, one visitThe problem

You didn’t train to be a regulatory clerk.

Every workers’-comp encounter carries five jobs — and the four that aren’t medicine are where the hours go, the deadlines slip, the RFAs get denied, and the record gets thin. ChironAI OM carries all five.

  1. 01Clinician

    diagnose and treat the injury

  2. 02Forensic investigator

    prove work-relatedness and apportion cause

  3. 03Regulatory clerk

    author DWC reports and beat every deadline

  4. 04Billing manager

    code the fee schedule and chase the pay clock

  5. 05Expert witness

    build a record that survives deposition

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.

Agentic AI · Advanced reasoningThe firepower

The most advanced reasoning in occupational medicine.

This is not a scribe with a template or a single model behind a prompt. ChironAI™ OM is agentic AI, powered by Eve-Healthcare™ F5/reasoner — a compound, five-component reasoning architecture that works a claim the way a senior physician does: convening the specialists a hard case needs, showing its work as it goes, and checking itself before a physician ever sees the output.

The Round Table

Five seats. A fifth opens only when the case is hard.

Chiron leads every case and Issac always assesses utilization-review and IMR-denial risk. Justine convenes when apportionment or mixed causation is in play; Eli convenes when there is a billing dispute to reason through. The fifth seat — Theo, on ethics and fairness — opens automatically the moment Chiron’s own confidence drops below 70%. It runs in parallel and degrades gracefully: the right specialists, on the right case, every time, never more than the case needs.

Honest reasoning stream

It shows you the thinking, not a spinner.

A live, step-by-step trace of what the system is actually doing — which specialist is running, which guideline it just retrieved, which source it found — engineered to never fake a progress bar. The chain of thought that produces the answer is never the thing rendered to you; what you see is honest about what is happening and when.

Citation-verified retrieval

“Ask the Case” answers only from what is actually there.

Ask the case anything and the answer is grounded only in the real record and the guideline corpus, with an inline citation on every claim. A hard code guardrail deletes any citation the model did not actually retrieve — backed by an ICD-10 hallucination guard and apportionment-citation validation. If the record does not say it, the answer does not either.

Chain-of-Verification

Every finding cross-examines itself before you see it.

Each specialist’s initial finding runs its own verification pass before the final answer reaches a physician: did I invent anything not in the record? What would opposing counsel argue? Would this survive cross-examination? “Defend This” takes the same posture a step further, arguing against the determination first — as the defense QME, the UR reviewer, the carrier — before building a submit-ready defense packet.

Human-in-the-loop, by architecture

Bounded agency, enforced in code — not a policy.

Physician review-and-override endpoints on every determination; deterministic engines that override the AI on every number that must be exact; an IMR-eligibility classifier engineered to fail open so a worker’s appeal window is never lost to a false negative. Agentic means it takes initiative. It does not mean it decides alone.

What you getOutcomes, not features

Fewer denials. No missed deadlines. A record that holds.

ChironAI OM is not a scribe and not a note-taker. It reasons the whole claim and gives you back the outcomes that decide whether a WC practice is profitable and defensible.

Utilization review

Survive UR the first time

Before an RFA goes out, Issac scores denial and IMR-appeal risk and names the evidence to attach — so the request clears utilization review instead of bouncing. The plan is checked against the real MTUS and ACOEM guidelines at the point of care, with the citation attached.

Deadlines

Never miss a DWC deadline again

Every statutory clock — the 5-day Form 5021, the PR-2 cadence, §4610 UR windows, §4610.5 IMR, the §4062 QME steps — computed against the California business-day and holiday calendar and surfaced before it lapses. No more penalty exposure from a date nobody was watching.

Revenue

Get paid on the clock

OMFS-aware coding and the §4603.2 45-business-day payment rule tracked per claim, with penalty and interest computed the moment a payer misses it. The money you are owed stops slipping through the cracks of an unmanaged pay clock.

Defensibility

A record that defends itself

Every analysis and report is versioned, audit-trailed, and cryptographically signed — verifiable against a public endpoint as provably unaltered since you attested it. Run “Defend This” before you submit and the system argues the other side first, so the deposition finds nothing it has not already rehearsed.

Causation

The causation, reasoned — not guessed

AOE/COE under §3600 and industrial / non-industrial apportionment under §§4663–4664, reasoned across the longitudinal history and grounded in the controlling authority (Escobedo, Brodie, Strait, Hikida) — with specialist Digital Employees convened at the Round Table when the case demands more than one perspective.

Documentation

Hours of paperwork, drafted for you

Form 5021, PR-2, PS/MMI, work restrictions, the employer modified-duty letter — drafted from the consultation context, every field traceable to its source. You edit and sign. The visit ends when the patient leaves, not hours later.

Why you can trust itBuilt as engines, not prompts

The regulation is encoded, not approximated.

The reasoning is agentic; the parts that must be exact are engineered — grounded in the actual California statutes, guidelines, and case law, verifiable by anyone, and isolated clinic by clinic.

Engines, not prompts

The legal math is code

Impairment combination (AMA Guides 5th), the §4664 prior-award offset (the Brodie/Strait three-prong test), and the §4062 QME panel process run as deterministic, auditable engines — versioned, pure, audit-traced. The same inputs always produce the same result, and the result carries its derivation. Nothing that must be exact is left to a probabilistic draft; the reasoning is agentic, the math is code.

Public verification

Anyone can check the signature — with zero PHI

A SHA-256 hash binds the physician’s attestation to the exact PDF rendered at signature time. Four public, no-login, zero-PHI, rate-limited verification endpoints — IMR, QME, PTP-QME, and closure — let anyone holding a report confirm it has not been altered since it was signed.

Grounded, not paraphrased

Two dozen real MTUS / ACOEM guideline texts, cited

Treatment and causation calls are retrieved from 24 authentic California DWC guideline documents — the actual published texts, refreshed as DWC updates them, not a summary — alongside the controlling case law (Escobedo, Brodie, Strait, Hikida, Almaraz/Guzman, Dubon/Bodam, Vázquez). Deviation surfaces with the citation and the rationale.

Isolation by architecture

Your clinic’s data lives in its own database

Postgres row-level security runs across the full schema, and every clinic additionally gets its own separately provisioned database and tenant blob storage — not a shared table with a tenant flag. An immutable PHI access log and breach detection (failed-auth bursts, cross-tenant attempts, mass export) run underneath, mapped to HIPAA.

The whole claim, one systemFirst report to settlement

Not one task. The entire lifecycle.

A California WC claim is a decade-long chain of medical, legal, regulatory, and financial decisions. Point tools cover a slice. ChironAI OM runs the whole chain — one Digital Employee, one working record, one signature standard, across 40 production backend modules.

  • 01Eligibility & MPN routing
  • 02AOE/COE causation
  • 03MTUS-grounded treatment
  • 04Utilization review & RFA
  • 05Independent Medical Review
  • 06Permanent & Stationary / MMI
  • 07Impairment & apportionment
  • 08QME / AME evaluation
  • 09Billing & the pay clock
  • 10Defensible record & settlement
Features & capabilitiesIn production today

Everything the claim needs — shipping, not roadmap.

Dozens of production capabilities across every role a workers’-comp physician carries. Grouped here by the job they do; each opens to a specialty deep-dive.

Forensic & causation

Deep-dive →
  • AOE/COE causation under §3600
  • Industrial / non-industrial apportionment (§§4663–4664)
  • Whole Person Impairment — AMA Guides 5th, DRE/ROM
  • UR / IMR denial-risk scoring before the RFA goes out
  • The Round Table — specialists convened by the case
  • “Defend This” — adversarial pre-mortem before you submit
  • Versioned, audit-trailed causation analyses

Clinical & point-of-care

Deep-dive →
  • Body-region exam templates with carry-forward + prior-value diffs
  • MTUS / ACOEM alignment checked at the point of care
  • Structured work restrictions → DWC form + modified-duty letter
  • Longitudinal working record across every visit

Regulatory & reporting

Deep-dive →
  • DWC Form 5021 — 5-day deadline, holiday-aware, field-mapped
  • PR-2 progress reports on cadence or material-change trigger
  • PS / MMI determinations under §4061
  • AB 3030 attestation — non-dismissible, persisted to the PDF
  • California business-day deadline arithmetic, daily surfaced

Operations & revenue

Deep-dive →
  • Eligibility, MPN (§4616) & §4600 predesignation routing
  • Claim-type determination — industrial, denied, delayed, first-aid
  • OMFS coding & the §4603.2 45-day pay clock, penalties + interest
  • Cryptographically verifiable, deposition-ready record
Why California, why now

Built for the hardest WC market in the country.

California’s workers’-comp regulation is the most demanding in the United States — the 5-day Form 5021, MTUS treatment guidelines, MPN networks, the §4603.2 payment rule, the §§4663/4664 apportionment framework, and the toughest AI-in-healthcare statutes in the country (AB 3030, SB 1120, AB 489). If the reasoning holds up here — cited, versioned, physician-attested, and encoded down to the statute — it holds up anywhere workers’-comp regulation exists.

That is exactly why we built here first. The same Round Table, the same engines, the same must-review-before-final gate — proven against the hardest regulatory chain in the country before it generalizes to any other.

Get started

Clinics & groups

Occupational-medicine clinics, multi-site groups, and QME/AME evaluators: see Chiron and the Round Table run your caseload and talk implementation with our team.

Book a demo →

Solo & small practice

Built for the solo WC physician in their first hundred cases as much as for the group. Same product, lighter onboarding, per-physician monthly billing. Join the waitlist and be invited in priority order.

Run your next claim with Chiron

The claim runs itself. You stay the doctor.

Powered by Eve-Healthcare™ F5/reasoner — a compound reasoning architecture, physician-attested at every step. Read the architecture.