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Operational AI for healthcare

Referral coordination,
automated inside your EHR.

Referral automation for specialty practices, FQHCs, and PE-backed groups. From PCP order to consult note, from fax to appointment booked.

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First workflow live in 4 weeks.

Read customer stories
HIPAA compliantSOC 2BAA available
Four faxes tear free one by one. Each slips behind a card before the patient details, EHR logo and green check appear.

Trusted by care teams

  • Aunt Martha's Health & Wellness
  • Skylink Medical
  • Texas Sleep Medicine
  • AMM Healthcare
  • JCMC
  • DaytonDoc
  • SequenceMD
  • PrimeCare 360
  • Vancouver Sleep Center
  • TeleMed2U
  • Next Level Urgent Care

Customer stories

Referral coordination across 20+ locations.

Aunt Martha’s Chicago-area network of 100+ providers runs referral coordination, care gap closure and voice AI in athenahealth.

View customer case study
“Linear Health completely transformed how we operate. They replaced five disconnected tools we were using to manage referrals, scheduling, and patient outreach.”
Dr. Ashwin GowdaFounder & CEO
View customer case study
“We were losing thousands in revenue to no-shows and delayed scheduling. Linear Health contacted our patients faster than we ever could and our show rates improved dramatically.”
Anuradha JairamDirector of Operations

Across our customers, Linear Health coordinates tens of thousands of referrals per month.

All customer stories

The full lifecycle

Two directions.
One closed loop.

Why referrals stall

A referral sent is only the start.

Specialist matching, coverage checks, patient outreach, scheduling, and consult-note follow-up all sit between the initial order and a closed referral.

How does Linear Health automate referral coordination?

Routine work, automated. Exceptions, escalated. Your team, focused on patients.

Linear handles routine referral coordination. Your coordinators manage escalations and patient-facing work.

Referral benchmarks and manual work

Specialty referral leakage

Up to 50% of specialty referrals are not completed.

IHI/NPSF, Closing the Loop, 2017.

Manual work and referral completion

34.8% Referral completion rate in the studied health system.

Patel et al., J Gen Intern Med, 2018.

Where the loop breaks

Illustrative referral month

  1. Referrals startRemaining: 100Start
  2. In-network matchRemaining: 88Lost at this stage: -12%
  3. Eligibility verifiedRemaining: 70Lost at this stage: -18%
  4. Patient reachedRemaining: 48Lost at this stage: -22%
  5. Appointment bookedRemaining: 40Lost at this stage: -8%
  6. Consult note returnedRemaining: 35%Lost at this stage: -5%

Referral completion benchmark: Patel et al., J Gen Intern Med, 2018. Stage-by-stage values are illustrative.

How a referral moves

Seven steps from order to closed loop.

Follow an order out of primary care or a referral into a specialty practice.

Specialty practices

Inbound · Specialty practices

  1. MULTI-CHANNEL

    Fax arrives

    Or web form, email, or phone.

  2. OCR + LLM

    Extract PDF

    Demographics, insurance, referral.

  3. ATHENA EHR

    Create chart

    Create or verify patient.

  4. PAYER API

    Eligibility

    Real-time payer verification.

  5. VOICE + SMS

    Patient outreach

    SMS, email, voice AI (EN / ES).

  6. ATHENA SCHEDULE

    Appointment booked

    Directly in the EHR.

  7. ATHENA WRITE-BACK

    Loop closed

    Referring provider notified.

Outbound · Primary care · FQHCs

  1. ATHENA EHR

    PCP order

    Generated in the EHR.

  2. DIRECTORY API

    Specialist match

    In network, availability, proximity.

  3. PAYER PORTAL

    Eligibility & prior auth

    Submission and status tracking.

  4. EFAX + HL7

    Fax sent

    Structured packet to the specialist.

  5. VOICE AI · EN/ES

    Appointment booked

    Voice AI or clinic schedules.

  6. VOICE AI

    Chase consult note

    Voice AI calls until the note is in.

  7. ATHENA WRITE-BACK

    Loop closed

    Consult note received and filed.

Native EHR write-back

Inside the chart, in real time.

Booked appointments and status updates are written back into your chart. athenahealth specialist. Four established EHR integrations.

What changes for your team

Manual referral coordination
45 to 90 minutes per manual referral (Linear Health analysis)
First patient contact
~5 min
Automation with Linear
Up to 80% of coordination work automated. Your team stays in the loop on the other 20%. Calculator assumptions

No CSV exports. No coordinator copy-paste.

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03 Connected to your workflow

Works inside your EHR.

Linear runs on top of your existing EHR rather than replacing it. athenahealth, NextGen, eClinicalWorks, and Greenway Health are established integrations, connected through standard health-data interfaces, and booked appointments and status updates are written back into your chart.

4 established integrations

  • athenahealth
  • eClinicalWorks
  • NextGen
  • Greenway Health
A Linear Health press sends Booked and Updated tiles to Elena Ramirez’s sample EHR chart. A stamp confirms both updates were saved.

Built for healthcare operations.

HIPAA compliantHIPAA compliantSOC 2SOC 2BAA available

First workflow live in 4 weeks.

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Who we serve

Your operations.
Your kind of care.

Built for FQHCs, primary care groups, specialty practices, behavioral health groups, and PE-backed portfolios on Athena, with identifiable coordination teams and meaningful referral volume.

04 Operational workflows

More use cases.
Same automation engine.

Extend your referral workflow, or start with the work your team needs most.

Explore a workflow

The complete workflow

One platform. Every referral step connected.

Manage the full referral lifecycle across intake, scheduling, prior authorization, outreach, follow-up, and closed-loop status.

Referral timeline showing delivery, a booked appointment, and the returned consult note that closes the loop.
Specialist consultationIllustrative example

Elena Ramirez · Loop closed. Consult note returned.

Referral delivery: Delivered · Appointment: Booked · Consult note: Returned

From fax to referral

Turn referral faxes into booked appointments.

Automate inbound referral intake, chart creation, patient outreach, and appointment scheduling for specialty clinics.

Inbound referrals worklist showing fax and web form referrals with scheduled and outreach statuses.
Referral intakeIllustrative example

Elena Ramirez · Referral created. Original document attached.

Incoming fax: Received · Patient details: Extracted · EHR record: Created

From order to follow-up

Close the loop on every outbound referral.

Automate outbound referrals, specialist matching, referral delivery, and closed-loop tracking at scale.

Matched specialist detail showing an in-network match, referral delivery, and a returned consult note.
Outbound referralIllustrative example

Elena Ramirez · Chart updated. Consult note returned.

Specialist: Matched · Referral: Delivered · Consult note: Returned

Across payer portals

Submitted, tracked, written back.

Submission and status tracking on the payer portals your team uses today.

Prior authorization pipeline showing completed intake and benefits checks, submission, and a pending payer decision.
Prior authorizationIllustrative example

Elena Ramirez · In review. Tracking the payer response.

Submission: Received · Review: In progress · Payer response: Pending

Calls to appointments

Voice AI that books and writes back.

Voice agents that answer calls, book appointments, and write back to the EHR. Patients never hit a dead line, your front desk never falls behind.

Contact Center call record with a recording and a scheduled appointment.
Patient outreachIllustrative example

Elena Ramirez · Appointment booked. Written back to the EHR.

Patient call: Complete · Appointment: Booked · EHR record: Updated

Follow-through on preventive care

Identify, route, and close every open gap.

Identify open gaps (mammograms, colonoscopies, diabetic eye exams, chronic disease). Risk-stratify, route, and close them with the same loop-closing engine. Same workflow logic, applied to a different unit of care.

Care gaps worklist showing completed screenings and a diabetes eye exam needing follow-up.
Care-gap worklistIllustrative example

Preventive care · 2 gaps closed. 1 gap still needs follow-up.

Mammogram: Closed · Colonoscopy: Closed · Diabetic eye exam: Pending

Built into the workflow

The work behind
the work.

The lifecycle above only works because four modular services run underneath. Turn them on per practice, per payer, per language.

Voice AI

01

EN / ESLANGUAGES IN PRODUCTION

Bilingual outreach, 24/7.

Calls patients in English and Spanish, schedules in the EHR, chases consult notes from specialists until the loop closes.

Explore capability

Directory correction

02

NPI-verifiedSPECIALIST DIRECTORY

Specialist match that keeps up.

Auto-corrects directory drift across NPI, fax, address, and availability. Match accuracy stays current without coordinator scrubs.

Explore capability

Payer integration

03

Real-timeELIGIBILITY CHECKS

Eligibility and prior auth, automatic.

Real-time eligibility on every referral. Submission and status tracking on the payer portals your team uses today.

Explore capability

Custom scheduling rules

04

1:1CONFIGURED PER CLINIC

Configured to your clinic, not a template.

Every clinic has its own scheduling complexity. W-2 and 1099 providers, telehealth and in-person mix, multiple payers, custom rules across multiple systems. Most EHRs cannot handle all of it. We build scheduling logic configured to your clinic, not a template.

Explore capability

The bar for serious referral automation

Four questions to ask any vendor.

Do they have deep, end-to-end expertise in referral workflows?

Bidirectional referrals are not a feature, they are a craft. The complexity sits in eligibility, payer rules, specialist matching, and consult-note write-back. Ask vendors to walk you through the loop, not the platform.

Closed-loop bidirectional referral coordination workflow

  • Inbound intake
  • Outbound orders

Unified inside athenahealth via real-time EHR write-back.

Does it work inside your EHR, both reads and writes?

Linear runs on top of your existing EHR rather than replacing it. athenahealth, NextGen, eClinicalWorks, and Greenway Health are established integrations, connected through standard health-data interfaces, and booked appointments and status updates are written back into your chart.

Bidirectional EHR integration

  • Reads referral orders
  • Writes back the closed loop

Into the patient chart in athenahealth.

Is it configured to your clinic, or a generic deployment?

No two clinics are the same. These have to be wired to your operations, not flattened into a template.

Per-clinic configuration layer

  • Provider models (W-2 and 1099)
  • Payer mix
  • In-person vs telehealth
  • Custom scheduling rules

Are they a partner or a vendor?

Honest communication. Flexibility. Willingness to adapt as your operations change.

Healthcare operational AI deployment

First workflow live in 4 weeks.

A closer look

Explore the operational detail.

Why LinearExpertise, configuration, partnership and ROI

What other platforms can't do.

Deep referral expertise

Bidirectional referrals are our wedge, not a side feature. We have processed millions of referral steps across specialty, FQHC, and behavioral health operations. Nobody else goes this deep on the loop.

Configured to your clinic

Provider model, payer mix, scheduling rules, telehealth vs in-person. We wire the workflow to your operations, not a templated deployment. Every clinic ships with its own configuration.

Partner operating model

We shadow your staff. We own the workflow end-to-end. No implementation tax on an already under-resourced team. We act as an extension of your operations, not a vendor across a desk.

Return built around your numbers

Every proposal shows your return against your own numbers. We build to 3x or better. Up to 80% of coordination work automated. Your team stays in the loop on the other 20%.

Payer operations: eligibility and prior authorizationThe workflow between payer portals and your EHR

Payer operations / Eligibility + prior auth

Payer work. Without the portal chase.

Linear identifies the payer and plan, verifies eligibility, submits and tracks prior authorization when required, and writes the outcome back to the EHR.

Real-timeeligibility checks

3,400payer endpoints

Linear Health/Payer operationsExample workflow
Eligibility & authorization Complete
  1. 01Identify payer + planRoute the right workflowFound
  2. 02Verify eligibilityCoverage and networkVerified
  3. 03Handle prior authSubmit and track when requiredTracked
  4. 04Update the EHRKeep the outcome with the referralWritten
UnitedHealthcareElevance HealthAetnaCignaHumanaKaiser PermanenteCenteneBlue Cross Blue Shield
Objections, handledEHR compatibility, pricing and your workflow
Will it work with my EHR?
Linear runs on top of your existing EHR rather than replacing it. athenahealth, NextGen, eClinicalWorks, and Greenway Health are established integrations, connected through standard health-data interfaces, and booked appointments and status updates are written back into your chart.
Worried about pricing.
Transparent pricing tied to the workflows you automate, not generic enterprise rates. Real-time ROI dashboard so the value is visible from week one.
Want something built for our workflow, not generic software.
We map your specific requirements end to end and configure to your operating model. You get the workflow your clinic runs, not a templated deployment.
Measurable impactCustomer measures and operational outcomes

Live today

Coordination work automated. Your team stays in the loop on the other 20%.
Up to 80%
Throughput in 60 days
3x
Specialty practice customer
Backlog cleared in 90 days
10,000
Specialty practice customer

Linear Health customer data, 2025. Names available under NDA.

Pricing & return

Talk to us. Or run the numbers.

How are you priced?

From $2,000 a month.

Flat monthly fee per workflow, sized to your volume.

You pay nothing monthly until the workflow is live and processing real work.

Proposal return target

3x or better

Every proposal shows your return against your own numbers. We build to 3x or better.

Up to 80%

of coordination work automated. Your team stays in the loop on the other 20%.

First workflow live in 4 weeks.Book a demo
ROI calculator Estimate your referral or care-gap return

Your operation today

Run your numbers.

Your inputs

Enter your monthly volume and minutes per referral.

orders
From 0 to 15000, in steps of 50.
faxes
From 0 to 15000, in steps of 50.
min
From 5 to 90, in steps of 1.

Your estimate

Capacity reclaimed

1,400 hours

per month

Current workload and reclaimed capacity, same period
MonthlyTodayReclaimed
Staff hours1,7501,400

80% automation of referral coordination. Your team stays in the loop on the other 20%.

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Frequently asked

The details behind the decision.

Is Linear Health HIPAA compliant?

Yes. Linear Health is HIPAA compliant and SOC 2 Type 2 audited. We execute a Business Associate Agreement with every customer.

Will it work with my EHR?

Linear runs on top of your existing EHR rather than replacing it. athenahealth, NextGen, eClinicalWorks, and Greenway Health are established integrations, connected through standard health-data interfaces, and booked appointments and status updates are written back into your chart.

What happens to our coordinators when AI handles the volume?

Up to 80% of coordination work automated. Your team stays in the loop on the other 20%.

How are you priced?

From $2,000 a month. Flat monthly fee per workflow, sized to your volume. You pay nothing monthly until the workflow is live and processing real work.

What is the implementation cadence?

First workflow live in 4 weeks. For more complex workflows, we provide a detailed plan including staff training and on-site work after scoping.

Do you handle prior authorizations?

Yes. Submission and status tracking on the payer portals your team uses today.

First workflow live in 4 weeks.

See a referral close end to end in your EHR.

Bring your hardest referral. We will walk it through outbound, inbound, and write-back live in our environment, against the same payer portals you fight with every day.

HIPAA compliant
SOC 2 Type II
BAA available