Compliance + Pricing Intelligence

Hospital price transparency compliance and pricing intelligence, made accessible.

While the market defaults to heavy enterprise analytics and complex onboarding, MRF Monitor is built differently. We focus on making compliance monitoring and raw pricing data easier to access, explore, and interact with through streamlined tools, intuitive workflows, and AI-assisted experiences.

Features & Capabilities
travel_explore Find hospital index files, source pages, and machine-readable files
fact_check Run compliance checks and reports
upload_file Test machine-readable files before publishing
database Normalize machine-readable files for analysis
forum Ask AI questions against the pricing data

One intuitive platform for compliance, file validation, and pricing intelligence

We replace fragmented regulatory and analytical workflows with a single, streamlined workspace. Effortlessly scan hospital websites for compliance, pre-validate machine-readable files for structural errors, and interact with normalized pricing intelligence—without the burden of complex software or massive file sizes.

Data Acquisition & Compliance

Compliance Scan Engine

Bypass the manual legwork. Run fresh on-demand scans or unlock system-generated monthly results for any hospital.

  • check_circleAutomatically capture index file data, source page URLs, and machine-readable files.
  • check_circleGenerate clear, executive-ready and detailed compliance audit reports.
  • check_circleInstantly open and inspect discovered MRFs in the Data Studio.
Pre-Publication Validation

Streamlined File Testing

Stop second-guessing your formatting. Ensure your files strictly adhere to CMS schemas before public deployment.

  • check_circleInstantly test files via direct upload or remote URL.
  • check_circleAutomatically audit JSON & CSV schemas, required data fields, and metadata syntax.
  • check_circlePinpoint precise structural errors without deciphering raw technical logs.
Pricing Intelligence

Data Intelligence Studio

Extract value from enormous datasets directly in your browser—no complex enterprise data pipelines required.

  • check_circleExplore exact payer and plan rates without writing manual parsing scripts.
  • check_circleTranslate plain-English questions into executed SQL queries using AI.
  • check_circleSeamlessly compare market rates natively across multiple hospital files.

Compliance scans turn raw hospital files into usable intelligence.

The Compliance Scan Engine is the core workflow driving MRF Monitor. Eliminate the manual work of data-gathering by either triggering a fresh on-demand scan for a specific hospital, or instantly unlocking pre-processed monthly scan results.

Regardless of which path you choose, the engine intuitively orchestrates compliance checks for you—delivering clear Pass/Fail results, direct MRF access, executive reports, and a seamless bridge straight into the Data Intelligence Studio.

Start with a scan arrow_forward
MRF MONITOR WORKFLOW
MRF File Tests

Validate an MRF before it becomes a public problem.

Hospitals, consultants, and compliance teams need a secure way to test machine-readable files before they go live. We built MRF File Tests to run deep schema audits in complete isolation—no public website or automated scraping sequence required.

Simply upload a file or drop in a direct access link. The engine handles the heavy data and structural validation instantly, delivering an intuitive diagnostic report that pinpoints errors with clear, actionable feedback.

upload_file Test an MRF File
MRF FILE TEST
upload_file 391365168_adventhealth-durand_standardcharges.json File queued for validation
check_circle Machine-readable format Passed
check_circle Facility metadata Passed
check_circle Required pricing fields Passed
rule Naming convention Checked against file metadata

Data Intelligence Studio turns MRFs into usable pricing intelligence.

Hospital price transparency files are large and difficult to inspect manually. Data Intelligence Studio gives users practical tools to view, filter, query, compare, export, and effortlessly analyze the data.

filter_alt
Intuitive Data Filters

Instantly filter across any dimension—including payer, plan, codes, chargemaster descriptions, rates, and more—using a streamlined interface—no SQL required.

filter_alt

Intuitive Data Filters

Instantly filter across any dimension—including payer, plan, codes, chargemaster descriptions, rates, and more.

auto_awesome

AI Query Assistant

Interact with pricing data using natural language to effortlessly extract any insight—including deep payer comparisons, averages, facility summaries, and more.

chat

Interactive Data Exploration

Ask follow-up questions without starting over. The AI assistant retains complete context, allowing you to seamlessly refine, compare, and drill deeper into any pricing dataset.

terminal

Direct SQL Engine

Drop directly into the dataset when absolute precision matters. Write, refine, and reuse custom SQL to group, aggregate, or compare complex pricing data.

Build a rock-solid foundation for pricing analysis

A compliance scan delivers effort-free data acquisition and precise structural auditing, providing a foundation that builds the confidence you need to accurately review pricing intelligence.

01

Trigger or unlock a scan

Kick off a fresh on-demand hospital scan, or instantly unlock pre-processed monthly results.

02

Verify compliance

Validate structural integrity instantly using clear executive summaries, precise CMS schema checks, and file metadata.

03

Launch Data Studio

View the raw MRFs directly, download the source files, and export query results.

04

Extract instant answers

Uncover pricing insights across any dimension using intuitive UI filters, natural-language AI queries, and custom SQL.

Built for teams who need fast, reliable answers

Different roles have different reporting goals, but they share the same fundamental roadblock: getting clean, reliable access to raw pricing data. MRF Monitor removes that barrier.

verified_user

Compliance teams

Audit hospital websites to ensure complete adherence to CMS mandates—validating everything from file discoverability to strict schema formatting.

query_stats

Pricing analysts

Instantly compare negotiated rates, trace pricing outliers, and extract normalized intelligence across any dimension or competitor.

handshake

Contracting and advisory

Uncover strategic negotiation opportunities across payers, plans, hospitals, and service categories using interactive exploration tools.

Ready to unify compliance, data access, and analysis?

Reach out to discover how MRF Monitor can streamline your compliance audits, ensure raw file access, and unlock interactive pricing analysis.