AI Audit Engine
Line-item review for upcoding, unbundling, duplicates, phantom charges, wrong payer context, and surprise-bill signals.
Feature Deep Dive
Everything A Patient Needs To Turn Confusion Into Questions
Preflix AI combines bill parsing, code explanation, benchmark context, document preparation, and patient-rights guidance into one audit-centered workflow.
Potential review amount$2,8404 charges need attention
Report Ready
6Feature families
2Public tools
6+API routes
Core Features
A Product Surface Built Around Evidence
Each feature is framed around a patient outcome: understand the bill, identify what to question, and prepare a useful next step.
Price Transparency Database
A comparison layer for hospital cash prices, negotiated rates, Medicare context, and local procedure ranges.
Dispute Letter Generator
Tailored letters for hospital billing offices, insurers, state regulators, and escalation workflows.
Document Vault
A protected document workspace for bills, EOBs, letters, deadlines, and dispute response history.
Patient Rights Hub
Plain-language guides for No Surprises Act protections, charity care, HIPAA requests, and state billing rules.
CPT Code Lookup
A free public code explainer that points users toward fair-price context and a full audit when needed.
Data Flow
Inputs And Outputs Stay Legible
Public tools stay separate from sensitive workflows behind protected account boundaries.
| Area | Input | Output |
|---|---|---|
| Bill Upload | Itemized bills, EOBs, insurance documents | Parsed line items and missing-document prompts |
| Audit Engine | Codes, dates, providers, quantities, payer decisions | Risk-ranked flags and plain-English explanations |
| Dispute Prep | Flagged charges, evidence notes, recipient target | Report summary and ready-to-edit letter |
| Public Tools | Procedure, location, or code search | Public results with safe sample data |
Responsible By Design
Useful Claims, Visible Boundaries
The public website explains the product while keeping sensitive data collection in protected workflows and focusing on source-backed next steps.
Price Transparency Context
The product direction includes hospital machine-readable prices, cash-pay rates, and Medicare benchmark context.
HIPAA-Aware Boundaries
The public website avoids protected health information and keeps sensitive document handling inside protected workflows.
Patient-Friendly Language
Medical billing codes, payer terms, and dispute steps are translated into direct, readable language.
Boundaries
Feature-Rich Without Overpromising
Preflix AI prepares analysis, evidence, and language while keeping sensitive data out of public pages.
See The Work Product