Forward-Deployed Healthcare Data Engineering
Illuminate Health embeds senior data engineers with your team to unify claims, clinical, and operational data, ship trusted analytics, and build product-grade assets in Microsoft Fabric, Snowflake, BigQuery, or Databricks.
Product Spotlight
Enterprise patient matching logic plus analyst workbench, deployed in your warehouse with transparent rules, tunable thresholds, and no external PHI movement.
Learn MoreModern platforms do not matter if people do not trust the numbers. Our URL framework keeps analytics transparent and actionable at every step: Universe, Reconcile, and Look.
Every insight depends on the data you are actually looking at. We define scope up front: what sources are included, what is not, and what questions the analysis can and cannot answer.
Claims data is great for cost and utilization, but it will not answer questions about labs unless those clinical feeds are intentionally included.
After ETL and transformations, we do not just hope the numbers are right. We prove it by reconciling key measures back to legacy systems and source-of-truth reports.
We compare counts, dollars, and other critical metrics so teams can see that before and after totals match expectations.
Analyst review is where results get validated. We sanity check outputs, investigate outliers, and pressure-test measures against what is typical for similar populations.
Automated checks catch structure issues, but human eyes find what rules miss so stakeholders trust what the data is saying.
Together, Universe-Reconcile-Look ensures the solutions we deliver are not only powerful, but trusted by the people who use them.
The fastest way to lose adoption is to ship numbers people do not believe. We design delivery so your team can inspect, validate, and extend everything we build.
Trust Workflow
Step 1
You work directly with experienced partners embedded in your workflows. Fast ramp, fewer handoffs, and delivery quality you can see from day one.
Step 2
Universe, Reconcile, Look. Our default operating framework keeps scope explicit, numbers reconciled, and outputs pressure-tested before decision-makers use them.
Step 3
We bring code to your data. Work runs inside your environment with least-privilege access so PHI stays in your systems and your controls stay in force.
Commitment
We build on Microsoft Fabric, Snowflake, BigQuery, and Databricks using standard tooling so you own what we deliver and can extend it.
Commitment
Built by people who have worked in healthcare. We align engineering to real decisions in value-based care, population health, risk adjustment, and quality programs.
Forward-deployed delivery for healthcare data teams that need trustworthy analytics and production-ready data products.
Design and implementation of modern healthcare data platforms that unify claims, clinical, and operational data into a reconciled source of truth. We build clean pipelines, models, and analytics ready marts so teams can move faster with confidence.
Define the metrics that matter, document lineage, and reconcile results back to source systems so stakeholders trust the numbers and can act on them.
Design and implementation of in-warehouse products that run where your data lives, with transparent logic and no external SaaS required.
Product-grade capabilities delivered inside your warehouse: transparent logic, no external SaaS, and no PHI leaving your environment.
A complete in-warehouse patient matching product that combines enterprise EMPI logic with an analyst workbench for tuning, review, and operational QA.
We deploy and integrate the product directly in your environment so your teams can adopt it quickly and operate it confidently.
Every product and engagement follows the same architecture: code runs inside your environment under your IAM policies with auditable logs and transparent logic.
Illuminate Health is a boutique healthcare data engineering and analytics partner for organizations working in value-based care and population health.
Our senior-only team brings 20+ years of combined experience across consulting, health technology, software products, and provider organizations. We build secure, platform-native data platforms and in-warehouse products inside your environment.
We work like embedded engineers: join planning, ship in small increments, demo frequently, and document decisions so your team can run what we build.
Our default delivery model is URL: Universe, Reconcile, Look. Define scope, prove the numbers, then validate results with human judgment.
We can start with a 30-minute platform and metric reliability review, then map a practical first milestone.
hello@illuminatehealthanalytics.com
Grand Rapids, Michigan