Our services

We built our reputation as data harmonization experts, but we can do so much more!  Our diverse team of professionals can help you achieve all your data dreams, from design to implementation to application.

Consultancy
Our team brings together a unique blend of expertise in data science, computer science, engineering, and business analysis to address complex challenges in health data management. With extensive healthcare IT experience, we specialize in helping providers, researchers, and businesses to manage, analyze, and secure critical data effectively.

Specializing on the secondary use of health data, we guide you through every step—from harmonization to advanced analytics to predictive model development— in unlocking valuable insights from observational data.

Leveraging our knowledge in health informatics, compliance, and data interoperability, we transform challenges into actionable insights. Whether you’re navigating regulations, enhancing patient care, or driving innovation, our team is here to help you succeed in a data-driven world.
Data harmonization
In today’s interconnected healthcare ecosystem, harmonizing data to a common data model is essential for interoperability and actionable insights. Whether you require end-to-end harmonization or targeted support, we deliver a seamless transformation process.

We begin by mapping your data. Using open-source tools like WhiteRabbit, we analyze your data characteristics to facilitate accurate structural mapping, while our proprietary edenceMapper suite aligns it with standard vocabularies.

Next, we craft Extract-Transform-Load (ETL) pipelines in your preferred language, integrating quality assurance throughout using unit and functional testing. Our iterative validation process leverages robust OHDSI tools (DQD, Ares, Achilles) and custom techniques.  

Unlock the full potential of your health data with our tailored, scalable solutions designed to preserve data integrity and seamlessly integrate into your workflows.
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Federated analytics
The demand for large-scale healthcare data analysis is growing, but fragmented data across systems and regions poses challenges. Federated analytics offers a transformative solution, enabling distributed datasets to be analyzed collaboratively without centralization. This ensures regulatory compliance, safeguards data integrity and delivers impactful insights.

We specialize in designing, implementing and managing federated networks for healthcare. Leveraging privacy-preserving federated learning infrastructure tools like Vantage6, algorithms can be deployed directly to individual data nodes, keeping sensitive information local while securely collecting aggregated results.

Whether you aim to join an existing federated network or build a custom solution, edenceHealth partners with you to develop a federated analytics strategy that seamlessly integrates scalability, compliance and data security.
Data science & machine learning
Our focus is on delivering impactful data science and machine learning solutions to improve patient outcomes, streamline workflows and support clinical decision-making. We bring value to your data by extracting actionable insights, and applying it effectively to power intelligent solutions like diagnostic risk assessments, clinical decision-making tools, and predictive dashboards.

Our expertise spans the entire analytics workflow, from data preparation to machine model deployment. Starting with an in-depth analysis, we use feasibility studies and risk assessments to determine critical factors such as system uptime and KPIs. Next, we implement a multi-step execution approach for incremental value: descriptive dashboards, predictive models and prescriptive systems.

Through rigorous validation, bias detection tools like Fairlearn, continuous monitoring and explainability frameworks, we ensure models remain accurate, unbiased and clinically relevant.

Ready to transform your data into intelligent healthcare solutions?

Infrastructure services

We design and build scalable infrastructure solutions tailored to healthcare’s diverse needs. Our expertise spans cloud-based, on-premise, and hybrid deployments,integrating with a wide array of operating systems (Linux, MacOS, Windows). From simple workflows to complex pipelines, we support diverse data sources like hospitals, registries and commercial providers. Future-proof your data infrastructure today.

Data entry solutions

We design custom data entry platforms optimized for efficient data capture and seamless integration with analytical workflows. Built on Common Data Models like OMOP-CDM, our solutions ensure accuracy, support legacy data migration, and enable actionable insights through automated reporting and dashboards. Let us help simplify your data management journey.

Training workshops

Our interactive workshops empower your team with expertise in OMOP CDM, OHDSI tooling, advanced analytics and data governance. Tailored to your priorities –such as predictive modelling, cohort design, or regulatory compliance with frameworks like EHDS2 – sessions are delivered on-site, virtually or in a hybrid format to accommodate your team’s schedule and goals. Equip your team with the skills to navigate complex health data today!

How can we help?

We're ready to transform your data into actionable insights and drive meaningful outcomes. Whatever your needs, our team is ready to collaborate and create tailored solutions that work for you. Let's work together to achieve your goals.

Get in touch