Services

End-to-end data solutions for healthcare organizations, from architecture design to ML-ready pipelines.

Data Architecture & Platform Design

Design scalable, secure data foundations tailored to healthcare and cloud-native environments.

  • Cloud data warehouse design (Snowflake, BigQuery, Redshift, Apache Iceberg, Delta Lake)
  • Data modeling & schema design
  • Platform evaluation & selection
  • Medallion architecture implementation
  • Common Data Model (CDM) design - OMOP, Tuva Core
  • Reference architecture development

Data Engineering & Pipelines

Build robust, reliable data pipelines that transform raw data into actionable insights.

  • ETL/ELT pipeline development with dbt
  • Real-time streaming & CDC (Change Data Capture)
  • Data quality & validation frameworks
  • Incremental ingestion pipelines
  • EHR/EMR data integration (Epic, Athena, Elation)
  • Claims data processing (CMS, commercial payers)

Analytics & Insight Foundations

Create analytics-ready data layers that empower teams to make data-driven decisions.

  • BI-ready data layers & dimensional models
  • Metrics & KPI frameworks
  • Self-service analytics enablement
  • Looker/Tableau optimization
  • Care gap closure analytics
  • Population health & risk stratification

ML/NLP/AI Enablement

Prepare your data infrastructure for advanced analytics and machine learning initiatives.

  • Feature engineering & ML pipelines
  • NLP/NER for clinical notes (SpaCy)
  • LLM integration & data preparation
  • Genomics data processing (VCF, annotations)
  • Real-world evidence (RWE) data frames
  • Predictive model data support

Healthcare DataOps Architecture

Our DataOps framework extends Tuva Core for scalable healthcare data operations

xCDM Healthcare Data Architecture

How We Work

A proven methodology for delivering scalable data solutions, from discovery to deployment.

01

Understand the Data

Deep dive into your existing data landscape, sources, and business requirements. We assess data quality, identify gaps, and understand your unique healthcare data challenges.

Data source inventory & assessment
Quality analysis & gap identification
Stakeholder interviews
Requirements documentation
02

Architect the Foundation

Design a scalable, secure architecture tailored to your needs. Whether it's Snowflake, BigQuery, or a hybrid approach, we create blueprints that grow with your organization.

Platform selection & design
Data modeling & schema design
Security & compliance planning
CDM alignment (OMOP, Tuva Core)
03

Build Pipelines

Implement robust ETL/ELT pipelines using modern tools like dbt, Airbyte, and cloud-native services. Real-time or batch, we build pipelines that reliably move and transform your data.

ETL/ELT development with dbt
CDC & real-time streaming
Data validation & quality checks
Automated testing & monitoring
04

Enable Analytics

Transform raw data into analytics-ready datasets. We create dimensional models, metrics layers, and BI-ready views that empower your team to make data-driven decisions.

Dimensional modeling
BI tool integration
Self-service analytics setup
Dashboard & report optimization
05

Optimize, Govern & Scale

Ensure long-term success with performance optimization, data governance, and documentation. We set up processes that maintain data quality and enable your team to scale.

Performance tuning & optimization
Data governance implementation
Documentation & knowledge transfer
Team training & enablement