Ambient notes
SOAP, APSO, narrative or H&P — your style and length, grounded only in what was said.
Ambient AI scribe · spine · pain · PM&R
Talk through the visit.
Talk through the visit.
Walk out with a finished, coded note.
MLS is a clinical documentation workspace under security and vendor-agreement review. It drafts structured notes and suggested coding for clinician review, with clinician-started Athena schedule reads and review-first handoff workflows.
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.
How MLS works
From conversation to a note ready for your review.
A short overview of the workflow, from capture through clinician review.
Capture a visit, review a structured draft and suggested codes, then choose the next step in your practice workflow.Written 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.
01
Capture
Pick the patient — or let MLS pull today's athenahealth schedule — press start, and talk naturally.
02
Draft
It writes a clean, structured note — your format and length — from what was actually said.
03
Code
Suggested E/M level, ICD-10 and CPT with an estimated reimbursement, for you to confirm.
04
Review
Review and edit the draft. Saving or signing in the EHR requires clinician review and confirmation.
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.
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
Endpoint access depends on account permissions. Use synthetic data for evaluation; clinical integrations require separate authorization and verified agreements.
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.
Security verification
Encryption at rest, account safeguards, inactivity handling, audit logging, backups, and vendor agreements are being verified before clinical-compliance claims are made. No independent certification or third-party audit is claimed.
API & integrations
API and EHR integration under validation.
The current build includes a clinician-started Athena extension workflow. Clinical security and vendor agreements remain under verification; EHR writeback and additional integrations require separate clinical review and validation.
- 🔗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.
- 🧩Developer APIEndpoint scope depends on authenticated account permissions. Use synthetic data for evaluation; clinical integration requires separate authorization.
- 🗓️Other EHRsCompatibility is evaluated system by system. MLS does not publish a delivery deadline or guarantee for an EHR it has not tested.
# 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
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
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.
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
- Clinical security and vendor controls under verification
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.
🔒 Security safeguards under review
MLS is verifying encryption at rest, two-factor authentication, inactivity handling, audit logging, backups, and vendor agreements before representing clinical compliance. 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
Clinical security and vendor-contract checks are still open. 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.
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?
REST contracts and SMART configuration exist. Available access depends on account permissions; use synthetic data for evaluation and arrange separate authorization for clinical integration.
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?
Use real patient information only after your practice has completed clinical onboarding and verified the required agreements, access, and security controls. Otherwise use synthetic data. This public site does not grant clinical access.
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.
MLS AssistantFeatures, pricing, anything