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The Linear Health Journal

Healthcare AI insights for operations leaders

Practical guides to referral automation, prior authorization AI, care gap closure, AI voice agents, and patient scheduling. Written for the teams who run specialty practices, FQHCs, and PE-backed medical groups.

TL;DR

The Linear Health Journal publishes 100 practical guides on AI automation for healthcare operations: referral management, prior authorization workflows and CMS-0057-F compliance, care gap closure and HEDIS quality measures, AI voice agents for patient calls, patient scheduling and no-show reduction, and medical fax automation. Built for operations leaders at specialty practices, FQHCs and community health centers, and PE-backed multi-site medical groups.

Gastroenterology referral workflow for colonoscopy scheduling, prior authorization, reminders, and follow-up
Lead Story
Referral ManagementPatient Engagement

Gastroenterology referral automation for colonoscopy scheduling and prior auth

GI referrals leak when intake, patient outreach, procedure scheduling, prep reminders, and authorization work are disconnected. Automation can help move patients from referral to completed visit or procedure.

Linear Health Editorial Team6 minutes

All articles

100 entries
Gastroenterology referral workflow for colonoscopy scheduling, prior authorization, reminders, and follow-up
Referral Management6 minutes

Gastroenterology referral automation for colonoscopy scheduling and prior auth

GI referrals leak when intake, patient outreach, procedure scheduling, prep reminders, and authorization work are disconnected. Automation can help move patients from referral to completed visit or procedure.

Linear Health Editorial Team
Oncology referral coordination workflow with records, authorization, scheduling, and clinical review handoffs
Referral Management6 minutes

Oncology referral and authorization coordination: reduce delays without automating clinical judgment

Oncology access workflows need a careful automation boundary. Administrative coordination can be automated, but urgency, triage, diagnosis, and treatment decisions must remain human.

Linear Health Editorial Team
Cardiology referral workflow showing intake, insurance checks, prior authorization, outreach, and scheduling
Referral Management6 minutes

Cardiology referral leakage: how to automate intake, authorization, and scheduling

Cardiology referrals leak when intake, documentation, authorization, testing, outreach, and scheduling are not connected. Automation can turn the referral into a completed visit faster.

Linear Health Editorial Team
Orthopedic referral and prior authorization workflow for imaging, surgery, therapy, and scheduling
Prior Authorization6 minutes

Orthopedic referral and prior authorization automation: imaging, surgery, and therapy workflows

Orthopedic referrals often stall when imaging, surgery, injections, therapy, or DME authorization is not coordinated with scheduling. Automation helps keep the case moving.

Linear Health Editorial Team
eClinicalWorks referral workflow connected to prior authorization, outreach, and scheduling automation
Automation5 minutes

eClinicalWorks referral and prior authorization automation for clinic teams

eClinicalWorks can remain the system of record while an operational AI layer automates referral intake, eligibility checks, prior authorization, outreach, scheduling, and status tracking around it.

Linear Health Editorial Team
Epic EHR referral and prior authorization workflow connected to payer communication and scheduling tasks
Automation5 minutes

Epic referral and prior authorization automation: what providers should automate

Epic should remain the system of record. The opportunity is to automate the operational work around Epic: referrals, payer checks, authorization packets, status tracking, scheduling, and documentation.

Linear Health Editorial Team
Provider operations checklist for CMS-0057-F prior authorization readiness
Compliance6 minutes

CMS-0057-F provider operations checklist for prior authorization teams

CMS-0057-F is aimed at impacted payers, but provider teams still need an operating plan. This checklist turns the rule into practical prior authorization workflow readiness.

Linear Health Editorial Team
Brass stopwatch with a mint-green hand on cream linen, representing prior authorization cycle time
Prior Authorization6 minutes

Prior authorization cycle time benchmarks: what provider teams should track

Prior authorization cycle time is not one number. Provider teams need to separate payer delay from provider-side workflow delay to know what automation can actually improve.

Linear Health Editorial Team
Referral leakage benchmark dashboard showing drop-off points from referral receipt to completed visit
Referral Management6 minutes

2026 referral leakage benchmark report: where specialty referrals break

Referral leakage is not one failure. It is a chain of small operational failures between referral receipt and completed care. This report defines the metrics clinic leaders should track and the workflow steps most likely to break.

Linear Health Editorial Team
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Explore our complete guides: What is Referral Management? · Referral Software Buyer's Guide · Operational AI in Healthcare

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