Analytics on FHIR 2025 · December 5th

Turn Clinical Logic into
Enterprise Intelligence

Operationalize HEDIS and Quality Measures directly in your Data Warehouse

A New Approach to Clinical Quality Language

Traditional CQL engines weren't designed for modern data platforms. We're changing that.

Traditional Approach

Java-based CQL Engines

  • Slow Performance

    Processes records one-at-a-time, doesn't leverage warehouse parallelism

  • Black Box Logic

    Hard to debug, audit, or explain why a patient passed/failed a measure

  • Separate Infrastructure

    Requires dedicated compute, separate from your analytics stack

  • Limited Integration

    Results don't easily flow into BI tools or downstream analytics

Our Approach

Native SQL Compilation

  • Fast, Parallel Execution

    Runs natively in Snowflake, Databricks, BigQuery - leverages their scale

  • Transparent Logic

    Human-readable SQL you can inspect, debug, and audit line-by-line

  • Zero New Infrastructure

    Runs where your data already lives - no new systems to manage

  • Native BI Integration

    Results are tables - connect directly to Tableau, Power BI, or any tool

From CQL to SQL in Three Steps

1

Input CQL Library

Start with your existing CQL measure definitions - HEDIS, eCQMs, or custom quality logic

2

Compile to SQL

Our engine translates CQL semantics into optimized, warehouse-specific SQL queries

3

Execute & Analyze

Run directly in your warehouse, connect to BI tools, and gain instant visibility

The Engineer's Guide to CQL on Data Warehouses

A technical deep-dive into compiling Clinical Quality Language to native SQL for modern analytics platforms.

  • CQL-to-SQL translation patterns
  • ViewDefinition integration with SQL on FHIR
  • Performance optimization strategies
  • Example: HEDIS BCS measure walkthrough

Get the Free Guide

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Limited Availability

Join the Inner Circle

We are selecting 3 partners for our Q1 2026 Pilot Program. Get early access to the engine and influence the roadmap.

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Early Access

Be first to use the CQL-to-SQL engine on your own measures and data

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Shape the Product

Direct input on features, priorities, and roadmap direction

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Founder Access

Weekly calls with the founder/architect throughout the 90-day sprint

View Pilot Program Terms

As presented at Analytics on FHIR 2025