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.
Proving Treatment Efficacy with Visual Before/After Comparisons
An automated comparison engine that generates visual pre/post treatment reports — doubling insurance reauthorization approval rates from 45% to 90% and increasing physician referrals by 3X.
Build Your Treatment Comparison PlatformAbout the Project
A treatment comparison platform that auto-generates visual before/after reports — 3D scan overlays, DICOM airway volume comparisons, sleep metric trends, and annotated imaging — for insurance reauthorization and referral documentation. Plain clinical data becomes evidence payers approve.
Industry
Healthcare & Dental Sleep Medicine
Oral appliance therapy for sleep apnea, where payers demand proof of efficacy.
Business Type
Practices Requiring Insurance Reauthorization
Sleep dentistry practices losing half their reauthorization requests to weak documentation.
Core Offering
Automated Visual Treatment Comparison Reports
Pre/post evidence assembled automatically from scans, imaging, and sleep study data.
Report Destinations
Payers, Referring Physicians, and Patients
One engine, three audiences — reauthorization, referrals, and case presentation.
Data Sources
Everything the Practice Already Captures
STL scans, DICOM imaging, and sleep studies pulled into one comparison timeline.
Build your idea
Talk to our experts
Scope your own treatment comparison platform with our healthcare team.
The Problem: Denied Reauthorizations
Weak documentation caused denied reauthorizations.
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
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3D Scan & DICOM Comparison
3D Scan & DICOM Comparison
- Side-by-side 3D scan comparison: STL pre vs. post treatment
- DICOM airway volume comparison with before vs. after treatment overlays
- Visual timeline of treatment progress across multiple milestones
-
Sleep Metrics Dashboard
Sleep Metrics Dashboard
- Sleep metrics comparison: AHI, RDI, O2 saturation — pre/post treatment
- Trend graphs showing improvement trajectory over treatment duration
- Automated significance scoring for key clinical indicators
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Auto-Generated Comparison Reports
Auto-Generated Comparison Reports
- Auto-generated comparison reports formatted for insurance submissions
- Exportable PDF reports with annotated images and clinical narratives
- Template library for different insurance carrier requirements
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Referral Physician Communication
Referral Physician Communication
- Shareable visual reports for referring sleep physicians
- Professional outcome documentation that drives referral confidence
- Branded report templates with practice logo and credentials
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Data Integrity & Audit
Data Integrity & Audit
- Pre/post datasets locked once a comparison report is issued
- Source scans and studies traceable from every figure
- Report versions retained for insurance and audit defense
Why This Platform Makes Treatment Efficacy Undeniable
We built an automated comparison engine that combines 3D scans, DICOM imaging, and sleep metrics into compelling visual reports — designed specifically to satisfy insurance reviewers, impress referral physicians, and convince patients.
Multi-Modal Visual Comparison
Combine 3D scan overlays, DICOM airway expansion visuals, and sleep metric trend graphs into one comprehensive treatment report.
Insurance-Ready Report Generation
Auto-generated PDF reports formatted for insurance submission, with annotated images and clinical narratives that doubled approval rates.
Professional Referral Documentation
Branded outcome reports that give referring sleep physicians confidence in treatment results, driving a 3X increase in referral volume.
Patient-Facing Progress Visuals
Show patients their own before/after scans and metrics during case presentations, improving treatment buy-in by 60%.
The Impact: Visual Evidence Transforms Outcomes Across the Board
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%
More Case Studies
Bringing Radiology In-House with Integrated DICOM Imaging
Eliminating third-party radiology software and bringing airway analysis directly into the patient record.
Eliminating Physical Impressions with 3D Digital Scan Integration
Replacing messy physical impressions with a built-in 3D STL viewer and same-day lab submission.
Global presence
