Claims Sciences
Claims Sciences
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    • Home
    • learn more
      • Philosophy & Research
      • Toolkit
    • See the Platform
    • Request a Demo
  • Home
  • learn more
    • Philosophy & Research
    • Toolkit
  • See the Platform
  • Request a Demo

The Claims Sciences Toolkit

Start with our dashboard, supplement any desired data

Our turnkey toolkit contains:

  • 1,851,050 Unique Providers (NPIs)
  • $1,028,908,330,450.14 ($1.03T) in Payments
  • 9056 Unique HCPCS Codes
  • 2854 Excluded Providers
  • 709 Taxonomies
  • 845,647,630  Average Patient-Provider Utilization Touchpoints Processed Annually 
  • 12 years of Medicare data (2013-2024)

PLATFORM CAPABILITIES

Map Providers or Taxonomies

  • Intuitive Launchpad: The perfect entry point for analysts, turning millions of rows of data into an instant, scannable map.
  • One-Click Cohorts: Select suspicious provider clusters directly on the map and push them straight to the comparison engine.
  • Proximity Masking: Instantly spot high-markup outliers operating right next door to fully baseline-compliant peers.

Easily View and Group Providers

  • Taxonomy-Specific Filtering: Instantly isolate a single specialty to spot regional billing anomalies in that sector.
  • On-the-Fly Profiling: Click any map pin to immediately inspect real-time provider credentials.
  • Instant Analysis Queue: Flag a suspicious provider with a single click to add them directly to your workspace for side-by-side profile comparison.

Provider and Taxonomy Sorting

  • Dynamic Risk Stack-Ranking: Instantly filter by specialty or search by name/NPI.
  • Automated Anomaly Triage: Visually highlights systemic outliers whose billing metrics cross the dynamic specialty threshold.
  • Rapid Audit Deep-Dives: Features on-the-fly table sorting links to launch a clinician's comprehensive, dedicated behavioral risk profile.

Automatic Provider Flags

  • Algorithmic Lead Generation:  Automatically serves a high-confidence leaderboard of flagged subjects.
  • Multi-Dimensional Risk Scoring: Synthesizes complex indicators like income multipliers, visit velocities, and markup indices into a unified ranking.
  • Fully Customizable Thresholds: Adapts dynamically to your team's specific directives, allowing management to tailor the logic.

Provider Longitudinal Billing Patterns

  • Longitudinal Drastic Shifts: Track billing composition evolution, making sudden spikes in specific codes immediately stand out.
  • Proportional Volumetric Sizing: Dynamically scales column widths based on annual workload percentage.
  • Code-Level Macro Evolution: Aggregates a complex multi-year billing matrix into a single color-coded timeline.

Understand Provider Footprints

  • Granular Composition Auditing: Maps a target provider's clinical volume with national taxonomic peer benchmarks.
  • Peer Gravity Calibration: Displays global specialty averages to expose  deviations, isolating common codes from specialized niche procedures.
  • Dynamic Group Benchmarking: Tracks true market penetration metrics with a toggle to swap baseline reference criteria.

Stacked Rank Analysis

  • Macro Percentile Benchmarking: Dynamically calculates a target provider’s exact volume percentile rank across the entire national population for any specific HCPCS code.
  • Visual Peer Scatter Mapping: Plots the provider of interest directly alongside a randomized control cohort.
  • Outlier Frontier Identification: Exposes extreme tail-end anomalies and dense clustering patterns.

Provider Financial Integrity Metrics

  • Multi-Subject Cohort Side-by-Side Comparison: Enables direct, simultaneous profiling of clinicians.
  • Macro-Financial Integrity Metrics: Aggregates numeric totals alongside cohort averages to spot massive top-line variations in payouts.
  • Specialty-Wide Fraud Baseline Calibration: Benchmarks exact provider metrics against the taxonomy's average charge limits.

Top Level Provider Details

  • Taxonomic identification: Quickly understand a providers primary and secondary taxonomies.
  • Current Address and NPI: Determine NPI and current practice address at the highest level.

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