Ambient AI scribe · spine · pain · PM&R

Talk through the visit.
Walk out with a finished, coded note.

MLS is a HIPAA-compliant clinical documentation workspace. It drafts structured notes and suggested coding for clinician review, with clinician-started Athena schedule reads and review-first handoff workflows.

Explore a sample day Book a 20-minute demo Sign in to MLS See pricing

No account · invented patients · nothing connects or sends

You review and sign every noteWorks with athenahealthNo new hardware, no EMR switchTry it with made-up patients — no account

Checkout and founder rewards are held until production scope and commercial terms are released.

See MLS in 30 seconds

From conversation to a note ready for your review.

A quick look at the workflow your practice can use on every visit.

Ambient capture, structured notes, coding support, and clinician review in one workflow.30-second overview

MLS Scribe — Visit · Adam S.

Capturing

"…low back pain radiating to the left leg for three weeks, worse with sitting. Exam shows positive straight-leg raise on the left…"

AI note · SOAP

Assessment

Lumbar radiculopathy, left L5–S1, likely discogenic. Symptoms > 2 weeks, mechanical pattern.

Plan

Continue conservative care; consider MRI if no improvement. PT referral placed.

E/M 99214M54.16M51.16Order: PT — lumbarOrder: MRI lumbar if no improvement

Synthetic example · clinician review required Review & sign

How it works

Four steps. That's the whole workflow.

No new hardware, no new EMR. Open MLS in your browser and start talking.

Capture

Pick the patient — or let MLS pull today's athenahealth schedule — press start, and talk naturally.

Draft

It writes a clean, structured note — your format and length — from what was actually said.

Code

Suggested E/M level, ICD-10 and CPT with an estimated reimbursement, for you to confirm.

Review

Review and edit the draft. Nothing is saved or signed automatically; production EHR handoff remains release-gated.

Everything inside

One platform. The whole practice.

Explore the documentation candidate and the adjacent workflows being evaluated. Each card states whether the feature is available, in validation, or held behind a release gate.

Ambient notes

SOAP, APSO, narrative or H&P — your style and length, grounded only in what was said.

Coding & reimbursement

Suggested E/M, ICD-10 & CPT, a one-click superbill and an estimate for every visit.

athenahealth Validation

Clinician-started exact-origin schedule reads and reviewed handoff controls are under production validation.

Patient intake

iPad or web intake captures history, ODI and satisfaction — and fills the chart before you walk in.

Outcomes tracking

Pain and ODI tracked per patient and across the practice, with one-click export.

Legal / IME portal Held

Legal intake, signing, payment and report release are unavailable pending legal and security review.

Reputation tools Held

Patient review requests and marketing automation are unavailable pending privacy and link-safety review.

Patient portal Validation

Secure invite and appointment-request controls are being tested; no public self-booking link is released.

Developer REST API

Synthetic-only endpoints and SMART configuration are under validation; PHI access remains gated.

Other EMRs Evaluated case by case

No delivery timeline or compatibility guarantee is published for untested systems.

Best Doctors Held

The directory is not published while consent, substantiation and privacy controls are reviewed.

HIPAA-compliant safeguards

Encryption in transit and at rest, two-factor authentication, automatic inactivity log-off, audit logging and backup controls are enforced in production. No independent certification or third-party audit is claimed.

API & integrations

API and EHR integration under validation.

The current build is HIPAA compliant for authorized accounts and includes a clinician-started Athena extension workflow. Production EHR writeback and additional integrations remain gated until their release gates pass.

🔗
athenahealth candidate workflowClinician-started exact-origin schedule reads and a review-first handoff are tested in isolated Chrome. The known-good extension remains the rollback baseline; production clinical release is pending.
🔌
HL7 FHIR R4 & SMART on FHIR preparationSMART endpoints and audience handling are implemented for an official preview environment, but official sandbox access and production writeback are not yet validated.
🧩
Synthetic developer APIEvaluation endpoints can exercise note and schedule contracts with synthetic data. PHI access remains closed behind server readiness gates.
🗓️
Other EHRsCompatibility is evaluated system by system. MLS does not publish a delivery deadline or guarantee for an EHR it has not tested.

Talk to us about integration →

POST /api/generate

# Generate a structured, coded note from a visit transcript
curl https://api.mlsscribe.com/api/generate \
  -H "Authorization: Bearer synthetic_test_token" \
  -H "Content-Type: application/json" \
  -d '{
    "transcript": "Synthetic fixture only: follow-up
       documentation example...",
    "model": "mls-clinical"
  }'

# → 200 OK
{
  "note": "S: 3 weeks of left lumbar...",
  "em_level": "99214",
  "icd10": ["M54.16", "M51.16"],
  "cpt":   [],
  "suggested_orders": ["Physical therapy — lumbar, 3x/week x4", "MRI lumbar spine if no improvement"],
  "red_flags": []
}

EMR integration

What is implemented, and what still has to pass.

Athena workflows are the current integration focus. No production-clinical or other-EHR compatibility claim is made before live release evidence exists.

Production validation

Athena candidate with a preserved rollback baseline

Exact-origin schedule parsing, reload behavior and review-first controls pass isolated fixtures and signed-in validation on the packaged extension.

Clinician-started day and month schedule reads
Exact-origin parsing and wrong-page refusal
Review required before any final Athena action
The Chrome Web Store build remains the known-good rollback baseline

See how it works →

No untested guarantee

scope follows technical discovery and written agreement

Other EHRs are evaluated case by case

MLS will document the exact environment, supported workflow, test evidence and limitations before offering another integration. No 30-day or universal-compatibility promise is made.

DiscoverConfirm APIs, permissions and workflow

ValidateTest synthetic fixtures and failure modes

AgreePublish supported scope only after review

Tell us your EMR →

Evidence pending

MLS has not published an independently verified time-savings, reimbursement or revenue claim.

Pilot claims will be published only with the practice's approval, a defined measurement period and reproducible evidence.

No testimonial is presented as verified in this release.

Attorney workflow evaluation →

Reputation concepts

Held pending privacy, consent and substantiation review

Review requests, marketing automation and the MLS Best Doctors directory are not released in this build. Feature-hold statements here describe availability, not security readiness.

MLS Best Doctors Not published

The proposed directory cannot launch until the rating method, consent, de-identification, source evidence, corrections and opt-out process have been independently reviewed.

No live ratings or real-visit claims in this release
No patient review request is generated from a visit
The opt-out/rights endpoint remains available
Any future launch requires reviewed consent and evidence

Pricing

Simple, honest, per provider.

Planning prices are shown for product evaluation. Checkout and subscriptions are disabled until the production, legal and refund terms are released.

Purchasing held

No subscription or founder package is being sold from this release.

Commercial terms, refunds and production scope must be reviewed before checkout or external reward links are enabled.

Everything included

Premium

$60 / provider / mo

The complete MLS platform · or $600/yr

Unlimited visits & AI notes, ambient capture
Suggested E/M, ICD-10 & CPT + one-click superbill
Faster generation & model choice
AI Studio — MLS Copilot assistant
Unlimited custom widgets + library
Ask-your-data Study Engine
Monthly Pay Reports & branded exports
Referral outcomes & practice-wide registry
Team analytics & priority support
HIPAA-compliant security controls enforced in production

Group rates

Let’s talk

3+ providers — volume pricing below the Premium rate

Everything in Premium, for the whole group
White-glove onboarding & template migration
Practice-wide rollout, training & team setup
Dedicated support with a named contact

These are planning prices, not an offer for production clinical service. No savings or reimbursement outcome is guaranteed.

Security & honesty

Straight with you about what's true today

No inflated claims. Here's exactly how MLS protects data and where it stands.

🔒 HIPAA-compliant safeguards

MLS Scribe is HIPAA compliant: encryption in transit and at rest, two-factor authentication, automatic inactivity log-off, audit logging, and backup controls are enforced in production. No independent certification or third-party audit is claimed.

✍️ You sign every note

AI drafts; the clinician reviews, edits and signs. The provider is always the final medical and coding authority. Nothing is submitted to your EHR without your confirmation.

🤝 Honest scope

MLS states only what is verified: HIPAA-compliant safeguards are enforced in production. No independent certification, third-party audit, endorsement, or outcome guarantee is claimed, and purchasing remains held until commercial terms are released.

MLS is a documentation and coding-support tool, not a medical device. Suggested codes are for the provider to review and confirm — final coding is the provider's responsibility, and MLS never inflates documentation to raise a bill.

Walk through a sample visit

See the Today workspace for yourself

Open the same Today workspace with invented patients. Athena, cloud storage, sending, and signing stay off in the preview, so nothing connects or leaves it.

Explore a sample day

No account · invented patients · nothing connects or sends

Want someone to guide you through it? Book 20 minutes for a synthetic spine, PM&R or pain walkthrough. No commitment, no credit card.

Prefer email? michael@mlsscribe.com

FAQ

Questions doctors ask us

Do I have to switch EMRs?

No switch is required — a reviewed draft can always be copied manually. Automatic EHR writeback is not represented as production-ready in this release.

How does the athenahealth integration work?

The MLS Assist browser extension supports clinician-started schedule reads on exact Athena origins and a review-first handoff, validated signed-in on the packaged release.

Is there a developer API?

Synthetic-evaluation REST contracts and SMART configuration exist, but PHI and production integration access remain closed behind server and official-preview readiness gates.

What if I don't use athenahealth?

MLS can still be evaluated with synthetic drafts and manual copy. Other EHR integrations are assessed case by case; no universal compatibility or delivery timeline is promised.

Is the AI making the diagnosis or the coding decision?

No. MLS drafts the note and suggests codes from what you documented. You review, edit, and sign — the clinician is always the final medical and coding authority, and MLS never inflates documentation to raise a bill.

Is it ready for real patient information?

Yes. MLS Scribe is HIPAA compliant and its PHI safeguards are enforced in production for authorized accounts. No independent certification, audit, or outcome guarantee is claimed, and purchasing remains held until commercial terms are released.

What is MLS Best Doctors?

It is an unreleased directory concept. No live rating or real-visit claim is published while consent, substantiation, de-identification, corrections and opt-out controls are reviewed.

What specialties is it built for?

MLS is tuned for spine, pain management and PM&R — the coding, intake, outcomes (ODI) and report templates reflect those workflows. It works for general visits too, but that's where it's sharpest.

How fast can I start?

Open it in your browser and generate your first note in minutes. You can bulk-import your existing patients so it's useful on day one.

Get your evenings back.

Explore a sample spine, pain or PM&R day with invented patients, or book a guided walkthrough when you're ready.

Explore a sample day Book a 20-minute demo See pricing

Talk through the visit.Walk out with a finished, coded note.