Representative onboarding example. Timelines vary by practice, specialty and starting point. The narrative below is illustrative; it is not a measured outcome and not a guarantee.

For physiciansOnboarding

Your first month with ChironAI.

The closer’s question every doctor asks in the second meeting: if I sign tomorrow, what does my next month look like? The answer below is a representative narrative of the four weeks. Real numbers vary; the pattern is consistent.

The four weeks, in order

Week 1

Sandbox

You explore. Nothing you do touches a real chart.

Day one is account setup, single-sign-on through your institution’s identity provider, and a thirty-minute walk-through with a clinical onboarding lead. By lunch you are in the sandbox environment, working through the same set of synthetic cases the medical residents see in the rotation orientation — a chest pain workup, a radiology second-look, a thyroid panel, a SOAP draft.

You can break things. The sandbox is the sandbox. The synthetic cases are designed to surface what the system surfaces, not to teach you medicine. By Friday you have an instinct for where the must-review-before-final gate lives, what the source-grounded note looks like under the hood, and how the differential card lays out the discriminators.

No real patients touch the system this week. The point of week one is muscle memory on the controls, not clinical work.

What to expect

Synthetic cases only. The must-review-before-final gate, the source-cited note and the differential card work exactly as they will on real patients.

Week 2

First real patients

You see real patients. The safety net runs in parallel.

Monday morning your real schedule loads. Pre-visit interviews are running for the patients who completed them on the portal. The differential surfaces. The SOAP drafts itself. Everything routes through the must-review-before-final gate the way it did in the sandbox.

Two things change from week one. First, the cases are real — your judgment is the judgment of record on every output. Second, the clinical onboarding lead joins your daily 17:00 review for the first three days, asks what you saw, what surprised you, what felt friction-y. Things that come up tend to be small (an exam template missing a field, a prior-value diff hint that surfaces too aggressively); they get logged and addressed in the next deploy.

What to expect

Every draft is labelled as a draft and stays out of the chart until you review and sign it. You can edit or discard anything Chiron prepares.

Week 3

It disappears

You stop noticing the system. The system is doing its job.

By week three the workflow is automatic. You walk in, the chart is loaded, the pre-visit context is in the right place, the differential is ranked, the radiology second-look has run, the labs surface their patterns, the SOAP drafts itself. You stop thinking about ChironAI as an addition to the workflow and start thinking about it as the workflow.

The clinical onboarding lead drops to twice-weekly check-ins. The questions shift from "how do I do X" to "could you also surface Y" — product feedback rather than help requests.

What to expect

The pre-visit interview, the differential, lab patterns, radiology highlights and the SOAP draft are ready when you open the encounter. Each still waits for your review.

Week 4

Steady state

Steady state. Your schedule stays yours.

By week four you are at steady state. How your practice sets its schedule is its own decision; ChironAI does not change it.

The clinical onboarding lead transitions to a monthly check-in. You are now the practice’s expert on ChironAI for the next physician who joins.

What to expect

Nothing is final until you sign it, in week four as in week one.

What stays the same all four weeks

The system documents what you decide, not the other way around.

Across all four weeks, every clinical artifact passes through the must-review- before-final gate before the chart sees it. You evaluate, edit, sign. The signature is captured with a SHA-256 hash and an audit-chain entry; if the question “what did the AI suggest, what did the physician decide, when, why” comes up later, the answer is reconstructable.

Your patient’s data stays in your tenant on day one and on day twenty-eight. Per-customer multi-tenant isolation is enforced at the database layer; the same Row-Level Security policies that protect customer A from customer B protect you from any drift in week four that would not have been allowed in week one.

A note to the reader

Want to talk to a physician already through their first month?

We can connect you with a practicing physician at one of our institutional pilots who has lived this onboarding and can answer questions in real terms. Reach out through the contact page; we will introduce you on the next call.

Talk to a current pilot physician →Read why this works the same in Newport Beach and Addis Ababa

Your first month with ChironAI.

You explore. Nothing you do touches a real chart.

You see real patients. The safety net runs in parallel.

You stop noticing the system. The system is doing its job.

Steady state. Your schedule stays yours.

The system documents what you decide, not the other way around.

Want to talk to a physician already through their first month?

See it run an encounter that looks like yours.