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Drug Intelligence Infrastructure

Drug intelligence infrastructure for healthcare analytics

TwinFyRx transforms fragmented drug reference data into a unified platform for analytics and product development. Normalize NDCs. Navigate the RxNorm hierarchy. Map drugs to conditions. Analyze therapy patterns and drug economics — all through a modern API and SDK.

Core Capabilities

Everything you need to work with drug data.

From NDC normalization through diagnosis inference, therapy classification, and pricing benchmarks — structured for claims pipelines, data warehouses, and analytics platforms.

Drug Identity

Resolve messy NDC data into clean clinical drug concepts.

  • NDC normalization
  • RxNorm hierarchy reconstruction
  • Pack size normalization
  • Clinical drug form resolution
Clinical Context

Understand what drugs actually treat.

  • ICD-10 condition associations
  • Therapy classifications
  • Maintenance therapy flags
  • Route and treatment pattern enrichment
Drug Economics

Analyze therapy cost and utilization patterns.

  • NADAC pricing
  • ASP pricing
  • Defined daily dose normalization
  • Pack size economics
Claims Intelligence

Derive insights directly from pharmacy claims.

  • Diagnosis suspecting
  • Therapy pattern detection
  • Treatment pathway signals

Developer Experience

Designed for modern healthcare data teams.

Not spreadsheets.

example.py
from twinfyrx import Client client = Client() drug = client.drugs.get_by_ndc("00093-7424") drug.clinical_drug # Lisinopril 10 MG Oral Tablet drug.therapy_class # C09AA — ACE inhibitors drug.conditions # [{I10: 61%}, {I50.9: 22%}] drug.pricing.nadac # $0.0312 per unit

Platform Features

  • REST API
  • Python SDK
  • SQL SDK
  • Structured datasets
  • Versioned releases
  • Interactive documentation
  • Sandbox environments

What Teams Build

What teams build with TwinFyRx

From diagnosis suspecting to drug cost analysis, TwinFyRx provides the intelligence layer that powers real healthcare analytics products.

Diagnosis Suspecting

Identify likely chronic conditions from pharmacy claims. Used by risk adjustment analytics platforms, population health systems, and value-based care organizations.

Drug Economics

Understand the real cost of therapy. Used by value-based care analytics, pharmacy cost strategy teams, and clinical utilization analysis.

Clinical Drug Intelligence

Connect drug utilization with disease patterns. Used by digital health platforms, healthcare analytics startups, and payer analytics teams.

Sandbox

Try TwinFyRx in the Sandbox

Explore the platform using synthetic pharmacy claims and real drug reference data. Query any drug and browse every enrichment layer — visual cards or raw JSON. No setup required.

Try the Drug Economics Lab — see how raw claims become therapy cost insights →
Try:
twinfyrx-api — sandbox v1
// Enter a drug name or RxNorm CUI above // and click Run Query to see live data. // // Examples: pembrolizumab, semaglutide, adalimumab

Who We Are

Built by healthcare data engineers

TwinFyRx was created by engineers who have spent years building analytics infrastructure for healthcare organizations. The platform reflects real-world data challenges faced by healthcare analytics teams.

Value-based care organizationsPopulation health platformsPayer analytics systemsHealthcare data integration platforms

Data Access Plans

Licensed annually with structured data delivery.

TwinFyRx is licensed annually with structured data delivery, APIs, and SDK access. Every tier builds on the one before it.

Core Drug Data

Contact us

pricing on request


Clean, normalized drug identifiers and pricing data for analytics workflows.

  • RxNorm hierarchy reconstruction
  • NDC normalization
  • ATC mapping
  • NADAC pricing
  • ASP pricing
  • Structured file delivery
  • Monthly refresh cadence
  • API access
  • Python and SQL SDKs

Clinical Enrichment

Contact us

pricing on request


Adds clinical context and disease relationships to the core drug data layer.

  • Everything in Core Drug Data
  • ICD-10 condition associations
  • Maintenance therapy flags
  • Therapy attributes
  • Clinical classification layers
  • Extended analytics attributes

Analytics Platform

Contact us

pricing on request


Designed for analytics platforms and healthcare product teams. Enterprise licensing available.

  • Everything in Clinical Enrichment
  • Drug economics normalization
  • Defined daily dose calculations
  • Pack size normalization
  • Diagnosis suspecting framework
  • Advanced analytics attributes
  • Sandbox environments
  • Weekly refresh cadence
  • Priority support
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Optional Add-Ons

API Usage Scaling

Higher rate limits and production SLAs.

Redistribution License

Required for embedding TwinFyRx data within commercial products.

Weekly Refresh Cadence

For organizations needing faster updates.

Implementation Support

Integration support for analytics platforms, ETL pipelines, and data modeling.

Start exploring TwinFyRx

Access the sandbox or speak with us about integrating TwinFyRx into your analytics platform.

Launch Sandbox