Use Cases

Built For The Bills That Make People Pause Before Paying

Preflix AI supports common medical-billing stress points: surprise bills, inpatient stays, surgery, imaging, insurance denials, and accounts in collections.

Preflix AI audit report with flagged bill charges and dispute steps
Potential review amount$2,8404 charges need attention
Report Ready
6Use cases shown
4Documents to gather
0Guaranteed savings

Scenarios

Different Bills, Same Need For Evidence

Each scenario has a different payer or provider pattern, but the product always starts by organizing the paper trail.

Emergency care

Surprise Bills

Emergency and out-of-network bills can be screened for legal-protection signals and escalation paths.

Inpatient

Hospital Stays

Room charges, facility fees, supplies, labs, and pharmacy line items can be organized by date and service type.

Procedures

Surgery Bills

Procedure, anesthesia, pathology, facility, and assistant-surgeon charges can be compared for duplicate or bundled signals.

Outpatient

Lab And Radiology

Common overcharges include duplicate imaging reads, repeated labs, and mismatched CPT or HCPCS context.

Claims

Insurance Denials

EOB language can be translated into a concise appeal plan with the missing evidence called out.

Collections

Medical Debt

Bills in collections can be sorted into validation requests, charity-care checks, and credit-report next steps.

First Moves

The Right Starting Point Is Usually A Document Request

Before arguing about a balance, the patient needs enough evidence to see what was actually billed and how the payer handled it.

Ask For The Itemized Bill

A summary balance is not enough. Patients need quantities, dates, departments, codes, and provider names.

Compare Against The EOB

The bill and Explanation of Benefits should agree on allowed amounts, adjustments, denials, and patient responsibility.

Insurance Details

Plan name, member ID, coverage period, network notes, and denial letters.

Visit Timeline

Admission, discharge, procedures, tests, provider names, and any records you already have.

Route The Case

Match The Bill To The Next Best Question

A surprise bill may need legal-protection screening. A duplicate lab may need itemized verification. A collections case may need validation and charity-care review.

Emergency out-of-network: Check No Surprises Act signals and insurer handling.

High facility fee: Compare against published price and visit setting.

Denied claim: Identify missing authorization, coding, or documentation language.

Start With The Scenario

A Good Dispute Begins With A Specific Reason To Question The Bill