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Proving Efficacy with Before/After Comparisons

A comparison engine that generates visual pre/post treatment reports.

Build Your Treatment Comparison Platform

About the Project

Before/after reports with 3D overlays, airway volume comparisons, and sleep metric trends for reauthorization.

Industry

Healthcare & Dental Sleep Medicine

Oral appliance therapy for sleep apnea, where payers demand proof of efficacy.

  • Dental Sleep Medicine
  • Oral Appliance Therapy
  • Airway Care
Business Type

Practices Requiring Insurance Reauthorization

Sleep dentistry practices losing half their reauthorization requests to weak documentation.

  • Sleep Dentistry
  • Payer-Dependent Revenue
  • Referral-Led
Core Offering

Automated Visual Treatment Comparison Reports

Pre/post evidence assembled automatically from scans, imaging, and sleep study data.

  • 3D Scan Overlays
  • DICOM Airway Volume
  • Sleep Metric Trends
  • Annotated Imaging
Report Destinations

Payers, Referring Physicians, and Patients

One engine, three audiences — reauthorization, referrals, and case presentation.

  • Insurance Submissions
  • Referral Documentation
  • Case Presentation
  • Branded PDFs
Data Sources

Everything the Practice Already Captures

STL scans, DICOM imaging, and sleep studies pulled into one comparison timeline.

  • STL Scans
  • DICOM Imaging
  • AHI, RDI & O2 Data
Build your idea

Talk to our experts

Scope your own treatment comparison platform with our healthcare team.

  • Free Consultation

Denied Reauthorizations

Weak documentation caused denied reauthorizations.

50%
Insurance companies increasingly demand proof of efficacy for oral appliance therapy reauthorization. Half of reauthorization requests were being denied because practices submitted plain text reports.
Months Lost
A practice was losing half their reauthorization requests — and with them, months of continued treatment revenue — simply because their documentation didn't visually demonstrate patient improvement.
Automated
The vision was to build an automated comparison engine that could pull together 3D scans, DICOM imaging, and sleep study metrics into a single report making treatment efficacy undeniable.

From denied reauthorizations
to 90% approval rates with
visual treatment evidence

Prove Your Treatment Results

Our Solution

  • 3D Scan & DICOM Comparison

    3D Scan & DICOM Comparison

    3D Scan & DICOM Comparison

    • Side-by-side STL comparison, pre and post
    • DICOM airway volume with before/after overlays
    • Visual timeline of progress across milestones
  • Sleep Metrics Dashboard

    Sleep Metrics Dashboard

    Sleep Metrics Dashboard

    • AHI, RDI, and O2 saturation compared pre and post
    • Trend graphs across the treatment duration
    • Significance scoring on key clinical indicators
  • Auto-Generated Comparison Reports

    Auto-Generated Comparison Reports

    Auto-Generated Comparison Reports

    • Comparison reports formatted for insurance
    • PDF exports with annotated images and narrative
    • Templates per insurance carrier's requirements
  • Referral Physician Communication

    Referral Physician Communication

    Referral Physician Communication

    • Shareable visual reports for referring sleep physicians
    • Outcome documentation that builds referral confidence
    • Branded templates with practice logo and credentials
  • Data Integrity & Audit

    Data Integrity & Audit

    Data Integrity & Audit

    • Pre/post datasets locked once a comparison report is issued
    • Every figure traceable to its source scan or study
    • Report versions retained for insurance and audit defense

Challenges: Weak Documentation

Hover a row to see what changed.

Why It Makes Efficacy Undeniable

A comparison engine turning 3D scans, DICOM imaging, and sleep metrics into reports payers approve.

The Impact: Visual Evidence Wins

Every number below was measured in production after launch — not projected in a pitch deck.

90%

Reauthorization Rate — Up from 45%

3X

Physician Referrals — Increase in Referral Volume

60%

Patient Buy-In — Improvement in Continued Treatment

82%

Case Close Rate — Up from 50%

Global presence

Three offices. One team.

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