MRF Data Solutions
About
MRF Data Solutions provides a robust data infrastructure that processes Price Transparency files published by Payers and Hospitals. These files contain the actual negotiated rates between payers and in-network providers.
Our engine aggregates and processes raw Price Transparency data transforming chaotic data lakes into streamlined analytics. The result is clean, actionable reimbursement intelligence that is ready to support your organization's critical business decisions
Machine-readable files (MRFs) contain critical negotiated rates data, but their immense scale—over 300,000 gigabytes of complex, fragmented data—makes them functionally unusable in their raw form.
Our data infrastructure ingests, normalizes, and structures this massive volume into a single, searchable product.
Approach
Accessing complex healthcare data shouldn't require a massive internal engineering effort. Our data product is built on three foundational principles to deliver standardized pricing intelligence with zero friction and maximum impact.
Extract & Aggregate
This approach bypasses manual data collection by programmatically ingesting massive Machine-Readable Files (MRFs) directly from thousands of payer and hospital endpoints.
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Process hundreds of terabytes of raw, fragmented data at enterprise scale.
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Refresh source endpoints periodically to ensure your pricing intelligence remains up-to-date.
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Eliminate the need for your internal engineering teams to build and maintain ingestion pipelines.
Normalize & Structure
Raw MRFs are chaotic. The processing engine cleans, standardizes, and maps complex pricing algorithms into a single, unified relational schema.
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Standardize disparate negotiated rates, provider networks, and billing codes.
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Optimize the dataset for high-performance querying and immediate downstream analytics.
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Transform an unstructured data lake into a reliable, structured data product.
Integrate & Analyze
Deploy standardized pricing intelligence directly into your workflows with zero friction. The cloud-native infrastructure is built for seamless adoption.
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Access data programmatically via robust APIs or secure cloud data exports.
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Empower your market access and commercial teams to make faster, data-backed decisions.
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Rely on enterprise-grade architecture supported by responsive technical expertise.
Extract & Aggregate
Methodology
Whether driving operational planning, tactical decisions, or executive strategy, MRF Data Solutions delivers standardized pricing data directly into your workflows.
Structured Data Exports
Bypass complex integrations with on-demand access to the normalized database.
We provision clean, unified pricing datasets mapped to your specific parameters—delivering query-ready files directly to your environment.
Cloud API Access
Streamline your workflows by connecting directly to our data infrastructure.
Our API provides real-time, programmatic access to specific pricing endpoints, ensuring your internal applications are always fueled by the most current data.
Enterprise Portals & Applications
Deploy secure, high-performance web and mobile applications tailored to your commercial strategy.
Leveraging the full power of the Google Cloud ecosystem—including BigQuery and advanced AI pipelines—we offer pre-built front-end portals that put reimbursement insights directly into your team's hands.
Ready to unlock the data?
Target specific billing codes and negotiated prices instantly
Access standardized pricing intelligence on your terms
Get straight to the insights that drive your commercial strategy
Get in Touch
Connect to get the answers you need and the data you've been looking for.