Practical AIfor Medical Practices

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Workflow guide · 47 products · 5 workflows

Prior Authorization, Referrals & Faxes

The paperwork that moves between practices and payers — authorization requests, referral packets, and the fax machines they still travel by.

What the software can do

  • Detect whether an order needs prior authorization, payer by payer, before it holds up care.
  • Assemble the request — pull supporting documentation from the chart, complete payer forms, and submit through portals or clearinghouses.
  • Check authorization status by portal and by phone, without staff sitting on hold, and chase what has stalled.
  • Read inbound faxes and referral packets: classify them, extract the data, match the patient, create the referral or order in the EHR, and flag what’s missing.
  • Route accepted referrals to scheduling, so the loop closes with a booked visit instead of a stack of paper.

What stays human

Medical-necessity judgment and complex appeals stay clinical, and staff still work the exception queue — unusual payers, missing documentation, portals that changed last week. Across the census, requirement detection and status checking are maturing faster than complex medical-necessity work.

Automation levels: L0 analytics only · L1 assistant — drafts and suggests · L2 partial — completes meaningful steps · L3 exception-based — completes routine cases and sends exceptions to people · L4 near-autonomous — none validated in this census.

Products shown on this page have the strongest public evidence in the census; every product is in the directory.

Prior Authorization · 19 products

The census’s largest combined opportunity across labor, patient access, denials, and revenue. Requirement detection and status automation are maturing quickly; complex medical-necessity appeals remain human.

ProductWhat it actually doesWhat stays humanLevelFits
AscertainAscertain AI Agents / Touchless Prior Authorization Executes referrals, eligibility checks, payer communications, documentation and care-coordination tasks across existing systems, with exceptions routed to case managers. Case managers handle clinical judgment, complex payer cases and exceptions. L3 Medium to enterprise
Humata HealthHumata Prior Authorization Automation Determines authorization needs, assembles clinical evidence, prepares and submits requests, tracks status and routes exceptions; payer-side collaboration can return decisions faster. Staff handle clinical exceptions, payer escalation, denied cases and attestation. L3 Medium to enterprise
PlenfulAI Intake and Prior Authorization Suite Extracts referrals and clinical documents, creates authorization work, submits and tracks requests, and automates specialty-pharmacy or infusion back-office reconciliation. Staff manage clinical exceptions, denials and unsupported documents. L3 Medium to enterprise
Develop HealthAI Prior Authorization Checks benefits, extracts chart evidence, fills and submits medication authorization forms, follows status and prepares appeals through EHR and payer connections. Staff review exceptions, sign clinical statements and handle denials or unsupported payers. L2 Small to large
RxLightningSpecialty Medication Enrollment Digitizes enrollment for specialty therapies, collects data and documents, and coordinates benefit, PA and assistance steps. Staff manage clinical exceptions, signatures, appeals and assistance-program details. L2 Small to large
AbridgeAbridge + Availity Real-Time Prior Authorization Uses encounter conversation context to surface payer documentation requirements and is being integrated with Availity FHIR utilization-management services to support authorization review and submission during the visit. Clinicians validate documentation and orders; staff or connected workflows complete exceptions and payer interactions. L1 Large to enterprise

Referral Intake · 10 products

Turns inbound referral packets — usually faxes — into classified, patient-matched, schedulable work in the EHR, and flags missing items.

ProductWhat it actually doesWhat stays humanLevelFits
Insight HealthClinical AI Agents / MagicDocs Turns fax/email/upload referral packets into classified structured data, matches patients, flags missing items, creates EHR work and supports scheduling, authorization and documentation agents. Staff review exceptions and perform clinical judgment. L3 Small to large
TennrTennr Patient Orchestration Receives faxes/portal orders, splits and classifies packets, extracts demographics/orders, detects missing items, creates or updates charts, follows up with senders/patients and drives scheduling. Referral staff handle low-confidence documents, clinical acceptance and exceptions. L3 Medium to enterprise

Referral Management · 9 products

Tracks outbound referrals and their status. True closed-loop follow-through, and the economics of referral sources, remain underdeveloped across the market.

ProductWhat it actually doesWhat stays humanLevelFits
Switchboard, MDReferral and Contact Center Platform Classifies referrals/calls/voicemails/faxes/messages, creates or updates patients in athenahealth, routes work, and uses AI voice/SMS to schedule and track conversion. Staff handle exceptions, clinical routing and relationship management. L3 Medium to large
Valerie HealthValerie Referral Automation Ingests referrals and documents, structures data, finds missing information, creates scheduling work and tracks referral conversion for independent specialty groups. Practice staff approve complex/clinical referrals and exceptions. L2 Medium to large

Fax Automation · 6 products

OCR alone is not the product. Value appears when documents are classified, matched to patients, entered, routed, and turned into completed work.

ProductWhat it actually doesWhat stays humanLevelFits
MedsenderMedsender AI Fax, Referral and Phone Automation Reads/classifies inbound faxes, matches or creates patients, routes documents, starts referral workflows, schedules and sends outbound fax/phone follow-up; routine cases can run to exceptions. Staff review low-confidence matches and complex referrals/calls. L3 Small to large
eClinicalWorksImage AI Assistant Classifies incoming faxes, predicts the matching patient and document type, routes the image and asks staff to review/approve attachment in eClinicalWorks. Staff review and approve the suggested patient/document match. L2 Small to large

Intelligent Document Processing · 3 products

General document extraction applied to practice paperwork — reads, classifies, and structures documents so systems and people act on data instead of PDFs.

ProductWhat it actually doesWhat stays humanLevelFits
314e CorporationDexit Ingests fax/scan/email/API documents, classifies 150+ document types, extracts patient/payer/diagnosis data, routes work and writes structured data to the EHR; low-confidence cases go to review. Staff review low-confidence documents and clinical exceptions. L2 Medium to enterprise

Before you buy

  • What share of authorizations completes without a human touch — and what is the denominator?
  • Which of your payers and portals does it cover today, and what happens when a portal changes?
  • Does extracted referral data write back into your EHR, or into a separate queue your staff copies from?
  • How are urgent authorizations flagged and escalated?
  • Who owns the error when a missed authorization becomes a denied claim?