Healthcare Data Engineering

From Messy Data to Measurable Outcomes

10 steps from raw healthcare data to production insights. We build unified data pipelines, operational visibility, and reporting automation that deliver hard dollar ROI—not dashboards that collect dust.

Healthcare Data Analytics Dashboard

Data analytics and visualization platform for healthcare insights

Duke Health
Congruity Health
McKesson
CommuniCare
Guardian
Easterseals
What We Build

Healthcare Data Infrastructure

Aggregation

Data Aggregation

Unify data from EHRs, claims, devices, and operational systems into a single source of truth.

ETL

ETL Pipelines

Extract, transform, and load data reliably and at scale with automated pipelines.

Data Lakes

Data Lakes

Scalable storage for structured and unstructured healthcare data, ready for analytics and AI.

Analytics

Analytics & BI

Dashboards and reports that give stakeholders actionable insights in real time.

Applications

Where Data Engineering Creates Value

HIGHEST ROI

RAF/HCC Code Mining

AI-assisted analysis of EHR data to identify missed diagnosis codes and optimize risk scores.

Data Normalization

Standardize data from multiple sources into consistent formats for analysis.

SDOH Visualization

Transform social determinants data into actionable population health insights.

Compliance Reporting

Automated cross-platform reporting for regulatory requirements and quality measures.

Population Risk Stratification

Segment patient populations by risk level to prioritize interventions.

Claims Analysis

Identify denial patterns, revenue leakage, and optimization opportunities.

Case Study

RAF Score Optimization with Data Engineering

Built data pipelines that analyze EHR and claims data to identify missed HCC codes, ensure accurate RAF scores, and capture chronic conditions—resulting in $2.4M+ in compliant revenue recovery.

$2.4M+
Revenue Impact
+34%
Missed Code Detection
View Case Study →
RAF Score Optimization Dashboard
Our Process

From Data Chaos to Insights in 8 Weeks

Discovery

Discovery

Audit existing data sources, identify gaps, define business questions.

Blueprint

Blueprint

Design data architecture, ETL processes, and analytics framework.

Launch

Develop & Launch

Build pipelines, load data, create dashboards, validate insights.

Grow

Grow

Add data sources, expand analytics, train your team (BOT model).

Why Partner With Us

We're not learning healthcare on your dime.

We've built and operated healthcare AI in production. This is a regulated space—HIPAA, EHR integrations, CMS requirements—and we deliver the complete value chain.

10+ years building AI

10+ Years Building AI

One team, concept to scale. We deliver all 10 steps from messy data to measurable outcomes.

$20M+ verified ROI

Calendar Year ROI

Hard dollar returns, not experiments. $10M+ PDPM. $10M+ RAF. 45 min → 5 min documentation.

75 integrated team

Not a 15-Person Shop

15 US (architecture, R&D) + 60 Dominican Republic (delivery). Same timezone, HIPAA-compliant.

EHR Integrations

PointClickCare, Epic, Gehrimed

Partners, Not Vendors

Co-creation model

End-to-End Support

Build-Operate-Transfer

Learning Systems

Your data = your moat

CommuniCare

"I have worked with many technology teams during my career, and Digital Scientists is one of the best. They take the time to understand the customers' needs, deliver innovative solutions, are always professional, and work with your team as a true partner to achieve success."

Amy Severino

Chief Innovation Officer, CommuniCare Health Services

Technologies

SQL Airflow PowerBI Tableau AWS HL7 FHIR

Ready to unlock your healthcare data?

30-minute call. No pitch. Just honest assessment of what's possible for your organization.

Understand your clinical workflows and pain points
Assess opportunity and realistic ROI range
Determine if there's a fit

Or call: 404.654.3855

Data Governance & PHI Security

Healthcare data requires rigorous governance. We build data infrastructure with HIPAA compliance, access controls, audit trails, and data lineage tracking from day one.

Learn more about our security approach →
HIPAA Compliant