We buildAutomation · Healthcare

Automation for healthcare

n8n (self-hosted)Availity / WaystarEHR API (FHIR)OCR + LLMTwilio SMSSlack / Teams
Who it is for

Who healthcare workflow automation
is built for.

01 Practice managers

One to fifty providers, a front desk on the phone all day and insurance checks done by hand.

02 Practice owners

Dental, physical therapy, behavioural health, dermatology and med spa — you pay someone to sit on hold with payers.

03 Revenue cycle and billing leads

Eligibility, prior authorization and denials are the slowest part of getting paid.

04 Small clinic networks and labs

Several locations, the same EHR, and the same manual steps repeated at every front desk.

The problem

Why manual admin in healthcare
costs more than it looks.

Numbers from the AMA, CAQH and MGMA — the hours go into payer paperwork and phone calls, not into patients.

a week of physician and staff time goes into prior authorization — about 43 requests per physician every week.

AMA 2024 Prior Authorization Physician Survey ↗

of physicians employ staff who work exclusively on prior authorizations.

AMA 2024 Prior Authorization Physician Survey ↗

of physicians report care delays caused by prior authorization; 78% say patients sometimes abandon treatment because of it.

AMA 2024 Prior Authorization Physician Survey ↗

of practices name eligibility and prior-authorization calls as their most time-consuming phone task; scheduling is next at 31%.

MGMA Stat, March 2026 ↗

and about $14 is what one eligibility check costs at specialty and behavioural-health practices — three times longer than in primary care.

CAQH Index ↗

a year of staff time goes into routine provider–payer transactions, and 97% of that cost sits with providers.

CAQH Index ↗
Your numbersWhat does this cost you?

Put your monthly volume into the calculator and see hours and dollars.

What is workflow automation in healthcare?

Workflow automation in healthcare takes the administrative path around every visit — enter the patient, verify insurance, decide whether a prior authorization is needed, gather the records, submit, chase the status, remind the patient, sort the incoming faxes — and lets a workflow do the routine steps on its own. In a typical practice the front desk and the billing team spend most of their day not on patients but on payer portals, hold music and retyping. That is the part automation in healthcare removes, while every clinical decision stays with the clinician.

We build it around the systems you already run rather than a new platform. A booking in athenahealth, eClinicalWorks, Dentrix or your PM system starts an electronic eligibility check through Availity, Waystar or your clearinghouse, and the result is written back to the chart. Payer rules decide whether the procedure needs authorization; a language model assembles the packet from the EHR for a clinician to confirm, and the flow submits it and tracks the answer. Incoming faxes are classified, matched to the patient and filed. Reminders go out by SMS and email, replies update the schedule, and the billing specialist receives a drafted appeal for every denial.

What changes with automation of healthcare admin

Eligibility is known before the patient arrives, authorizations stop waiting in someone’s to-do list, faxes reach the chart the same day and no-shows fall because reminders actually go out. Wireclad builds these workflows with self-hosted n8n, EHR and clearinghouse APIs and language models under a Business Associate Agreement — where a system has no API, robotic process automation in healthcare settings is used only as a last resort, step by step.

The workflow

Workflow automation in healthcare:
13 nodes, fewer phone calls.

The run path of a typical practice workflow. Every booked visit travels it on its own; anything clinical or uncertain stops and goes to a person.

Every node

Every node of the
practice workflow.

Schedule & verify
01Trigger

New appointment booked

A booking in athenahealth, eClinicalWorks, Dentrix or your PM system starts a run; online intake forms land in the same place.

02HTTP

Pull patient coverage

Reads demographics and insurance from the EHR or the intake form; an insurance-card photo is read by OCR.

03HTTP

Eligibility 270/271 request

Sends an electronic eligibility request through Availity, Waystar or your clearinghouse and writes copay, deductible and plan status back to the chart.

04IF

Coverage problem?

Inactive plan, out-of-network or missing data goes to the front-desk queue with the reason; clean checks continue silently.

Authorize & intake
05IF

Needs authorization?

Payer rules by procedure code and plan decide whether the visit or procedure needs prior authorization.

06Model call

Assemble the packet

A language model pulls the relevant notes, orders and results from the EHR through FHIR into the payer’s required format for a clinician to confirm.

07Loop

Submit and track

Submits via ePA or the portal, polls the status daily and alerts the coordinator when it is approved, denied or stalls past the payer’s turnaround.

08Model call

Read incoming faxes

Faxes and PDFs from eFax or RingCentral are classified — referral, records, lab — and matched to the patient; low confidence goes to a nurse.

09HTTP

File into the chart

Attaches the classified document to the right patient and notifies the care team.

Remind & report
10HTTP

Send reminders

SMS or email through Twilio or Weave three days and one day before; replies of “confirm” or “reschedule” update the schedule.

11Set

Fill open slots

Cancelled slots are offered to the waitlist in order, and the first patient to accept takes it.

12Model call

Draft the appeal

Reads the 835 remittance, maps the denial code to a cause and drafts the appeal for the billing specialist to review.

13Code

Daily front-desk digest

Morning summary in Slack or Teams: eligibility failures, authorizations pending, no-shows and faxes waiting for review.

Before / after

Automation in healthcare:
before and after.

Typical front-desk minutes per visit in a small practice. Your own numbers go into the calculator below.

By hand25 minper item
  • Enter demographics and insurance from the call or form3 min
  • Check eligibility on the payer portal or by phone8 min
  • Gather records and submit the prior authorization6 min
  • Chase the authorization status by phone and portal3 min
  • Send reminders and handle reschedules2 min
  • Sort incoming faxes and referrals into the chart3 min
With the flow3 minper item, hands-on
  • Enter demographics and insurance from the call or form30 sec
  • Check eligibility on the payer portal or by phone30 sec
  • Gather records and submit the prior authorization1 min
  • Chase the authorization status by phone and portal18 sec
  • Send reminders and handle reschedules12 sec
  • Sort incoming faxes and referrals into the chart30 sec
Your numbers

What automation of healthcare admin
saves at your volume.

Based on 25 min by hand and 3 min with the flow per item, from the table above.

Every month0 hof hands-on work back
0 working days
$0 a month 0 a year 0 h instead of 0 h
You stay in control

Automation of healthcare admin,
with clinicians in control.

The flow verifies, assembles, files and reminds. Clinicians and staff keep every decision about care, submissions and patients.

The flow does13 steps · every run
New appointment booked
flow
Pull patient coverage
flow
Eligibility 270/271 request
flow
Coverage problem?
flow
Needs authorization?
flow
Assemble the packet
flow
Submit and track
flow
Read incoming faxes
flow
File into the chart
flow
Send reminders
flow
Fill open slots
flow
Draft the appeal
flow
Daily front-desk digest
flow
You decide6 steps · always a person
Clinical decisions

Medical necessity and treatment are decided by the clinician — the flow only gathers paperwork.

you
Final authorization packet

A clinician or coordinator confirms every submission; peer-to-peer calls stay with the physician.

you
Low-confidence filing

When the model is unsure which patient or document type, a nurse checks before it enters the chart.

you
Difficult patient conversations

Upset or complex calls are handed to a person immediately, not kept in a bot.

you
Contested coding and appeals

The flow drafts; a billing specialist decides what is sent.

you
PHI access and incidents

Who can see what, and what happens when something goes wrong, is decided by you under your HIPAA policies.

you

Flip a switch to hand a step to the flow or take it back.

Connects to

Healthcare workflow automation
for athenahealth, Dentrix and more.

Results

What a well-run front desk looks like
and what we build toward.

Benchmarks from the AMA 2024 Prior Authorization Physician Survey, the CAQH Index and MGMA Stat polls: the time is in eligibility, authorizations and phones — exactly where a workflow takes over the routine part.

0 h
of physician and staff time per physician each week on prior authorization (AMA)
0%
of practices say eligibility and authorization calls are their most time-consuming phone task (MGMA)
0 min
per eligibility check at specialty practices — a step the flow does in seconds (CAQH)
How we work

How a healthcare automation project
runs, week by week.

Week 1Audit

We map the process as it runs today, count the minutes and agree what the flow must never do on its own.

Weeks 2–3Prototype

A working flow on your real data, in a sandbox. You see every run and every exception.

Weeks 3–6Launch

Edge cases, approvals and alerts, then the switch-over — with the old way kept as a fallback.

AfterSupport

Monitoring, fixes when a vendor changes a format, and a monthly report of hours saved.

FAQ

Healthcare automation questions
we hear every time.

Is workflow automation in healthcare HIPAA-compliant, and will you sign a BAA?

Yes. We sign a Business Associate Agreement, run n8n self-hosted in your own environment, and use only language-model and messaging providers that sign a BAA themselves. Nothing is routed through consumer AI tools.

Does it work with our EHR — athenahealth, eClinicalWorks, Dentrix?

Most modern EHRs expose FHIR or vendor APIs, and clearinghouses such as Availity and Waystar handle eligibility and claims. Where an API is closed or paid, we start with what is open — scheduling, intake, faxes, reminders — and discuss the rest honestly before the project starts.

Can prior authorization be fully automated?

No, and it should not be. The flow decides whether an authorization is needed, assembles the packet from the chart, submits it and tracks the status. A clinician confirms the packet, and peer-to-peer reviews stay with the physician.

Where is patient data stored and who has access?

In your systems — the EHR, your clearinghouse and your own server or cloud account. The workflow holds only what it needs for a run, access is role-based and every step is logged for your audit.

How much staff time does automation in healthcare really free?

It depends on your payer mix and volume — put your own numbers into the calculator above. Eligibility checks drop from many minutes to seconds; packet assembly and fax sorting shrink to a quick review. The phone still rings, but about the harder things.

What happens when the AI is wrong or unsure?

Every model step has a confidence threshold and a human queue. A fax it cannot match, a packet that is incomplete or a reply it does not understand goes to a person with the context attached — it never writes to the chart on a guess.

Is this robotic process automation in healthcare, or something else?

Where a payer portal has no API we do use browser automation as a last resort, but most of the work runs through proper APIs, which are more reliable and leave an audit trail. We choose the method per step, not one tool for everything.

Also automated

More flows
next door.

Available for new projects

Still doing this
by hand?

Describe it in two sentences — we reply within a day with a workflow sketch.

hello@wireclad.com →