Data Harmonization

Make your data usable so you can unlock real-world insights

Ensure data is transformed, linked, and interoperable—across sources, standards, and stakeholders—without compromising privacy.

Trusted by governments, pharma, health systems, and biobanks in 30+ countries.

Unlock harmonized, interoperable health data

Transform fragmented health data into a research-ready format. Lifebit harmonizes data across clinical, claims, genomics, and real-world data — unlocking insights at scale, faster.

Clinical & Claims Data

Create a unified view of patient data across systems

Lifebit standardizes diverse sources like EHR, claims, and administrative data into the OMOP Common Data Model and FHIR. Flatiron Health, for example, pools US and Japanese oncology data in one standardized model for longitudinal analysis and AI/ML.

Genomics & Omics

Turn raw omics data into standardized, analysis-ready formats

Lifebit cleans and standardizes omics data with quality checks, genome build liftover, imputation, and variant annotation, so studies from different labs can be compared, combined with other omics, and linked to clinical records.

Data Cataloging

Know what data you have — and how to use it

Lifebit’s automated data cataloging organizes all your datasets — from tabular claims files to unstructured biospecimen metadata — into a searchable, governed interface. Users can easily discover, request, and access the right data with built-in lineage, tagging, and usage controls.

Collaborative Research

Enable data collaboration without data movement

Lifebit supports federated data harmonization across institutions, so datasets can be jointly queried, linked, and analyzed — without duplication or centralization. The Lupus Research Alliance’s DREAM platform, which Lifebit implements and manages, brings clinical and molecular data from US and Canadian sites into one governed environment.