Provider Workflow Integration

APIs enhance clinical workflows with real-time risk insights:

Point-of-Care Scoring

Display RAF and care gaps during patient encounters.

Pre-Visit Planning

Prepare providers with patient risk profiles before appointments.

Documentation Prompts

Alert providers to conditions needing annual recapture.

Panel Analytics

Track risk distribution across provider patient panels.

Integration Tip: Real-time APIs work best for point-of-care use cases, while batch APIs support panel-level analytics and reporting.

Payer System Integration

APIs support payer operations and analytics:

  • Claims enrichment: Add RAF scoring to claims processing workflows
  • Member risk stratification: Segment populations for care management
  • Provider performance: Calculate risk-adjusted quality metrics
  • Payment calculation: Support risk-adjusted payment models
  • Audit preparation: Validate submitted codes before CMS review
Operations

Claims & Encounters

Real-time validation and scoring during claim submission and encounter processing.

Analytics

Population Health

Batch processing for member risk scoring and population analytics.

Analytics Platform Integration

Enrich analytics and BI platforms with risk data:

  • Data warehouse enrichment: Add RAF dimensions to analytical data models
  • Dashboard development: Build risk-adjusted reporting and visualization
  • Predictive modeling: Include RAF as features in ML models
  • Benchmarking: Risk-adjusted performance comparisons
10M+ Records processed per day by batch APIs for enterprise analytics

Data Pipeline Automation

Automate risk scoring within data engineering workflows:

Scheduled Jobs

Nightly or weekly RAF refresh for entire populations.

Event-Driven

Trigger scoring on data arrival or state changes.

ETL Integration

Embed APIs in Extract-Transform-Load pipelines.

Cloud Native

Integrate with AWS, Azure, GCP data services.

API Solutions by Use Case

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