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TwinFyRx Labs

Hands-on walkthroughs that show how TwinFyRx transforms raw pharmacy data into actionable intelligence. Every step is transparent, every calculation reproducible.

5 stepsInteractive walkthrough

Prescriber Intelligence Lab

1.1M Medicare Part D prescribers on RxNorm and WHO ATC: who writes each drug class, class-level deciles, and how few prescribers carry the volume.

NPI ProfilesATC Class MixVolume DecilesSpecialty Targeting
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1 stepsInteractive walkthrough

Medicare Drug Atlas

Every drug Medicare Part D paid for, as a zoomable map of WHO ATC classes. Size by prescriptions or by spend and watch the market reorder itself.

WHO ATCPart D SpendBrand vs GenericZoomable Hierarchy
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7 stepsInteractive walkthrough

Drug Economics Lab

Explore pack normalization and defined daily dose pricing using synthetic pharmacy claims.

NDC NormalizationNADAC PricingWHO DDDATC Benchmarking
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5 stepsInteractive walkthrough

Diagnosis Suspecting Lab

See pharmacy claims become a ranked worklist of suspected risk-adjustment conditions.

CMS-HCCConfidence TiersGap / RecapturePopulation View
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5 stepsInteractive walkthrough

Formulary Access Friction Lab

See how Part D plan restrictions become composite access friction scores.

Prior AuthStep TherapyFriction ScoreTrend Analysis
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6 stepsInteractive walkthrough

FHIR Medication Enrichment Lab

See how TwinFyRx transforms raw FHIR medication resources into structured drug intelligence.

HL7 FHIRNDC/RxNormDrug IntelligencePatient Summary
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5 stepsInteractive walkthrough

PBM Intelligence Lab

See how BIN/PCN routing data becomes PBM market intelligence across 49,000+ Medicare Part D plans.

PBM AttributionMarket ShareCompetitive SwitchingSponsor Analysis
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1 stepsInteractive walkthrough

Medicare BIN/PCN Plan Lookup

Enter a BIN, PCN, and Group from a pharmacy claim to identify the Medicare Part D contract, PBP, and PBM.

BIN/PCNRxGroupContract LookupPBM Identification
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1 stepsInteractive walkthrough

Pharmacy Network Map

Interactive map of 68,643 US pharmacies with chain attribution, PSAO membership, and geocoordinates. Filter by CVS, Walgreens, Health Mart, LeaderNET, and more.

Chain AttributionPSAO NetworksGeocodingCoverage Analysis
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