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Guides & news on
federated health data

How governments, pharma, health systems, and biobanks run Sovereign AI on data that never leaves the source.

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NIHR BioResource and Lifebit Trusted Research Environment partnership

Announcements·Sep 17, 2026·5 min read

Lifebit Awarded Three-Year Contract to Provide the Trusted Research Environment for the NIHR BioResource

Lifebit has been awarded a three-year contract by the University of Cambridge to provide the Trusted Research Environment for the NIHR BioResource, deploying its federated TRE natively in AWS.

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Four Guides to Federated Health Research

The ideas behind every Lifebit deployment, explained in plain English.

Explore the platform
01 Federated Trusted Research Environment

What Is a Trusted Research Environment (TRE)? 2026 Guide

A secure platform where approved researchers analyze sensitive health data without it leaving the source.

9 min read Read the guide
 02 Sovereign AI

What Is Sovereign AI in Healthcare? 2026 Guide

AI whose data, compute, and models stay under the control of the data custodian: a nation, ministry, biobank, or hospital.

8 min read Read the guide
 03 Data Harmonization

What Is Data Harmonization? Definitive 2026 Guide

Aligning different schemas, vocabularies, units, and code systems to one Common Data Model so data can be analyzed together.

8 min read Read the guide
 04 Federation

What Is Federation in Healthcare Data? (2026 Guide)

Compute moves to the data, instead of data moving to compute.

8 min read Read the guide

All Articles

830 articles, newest first

All830Trusted Research Environment71Technology469Industry215Announcements69Opinion26

Trusted Research Environment Sep 25, 2026

Why Genomics Data Sharing Is Still Broken in 2026

Genomics data sharing is still broken in 2026 because the entire system still assumes data must move to be analyzed. Data Transfer Agreements take…

11 min read
Trusted Research Environment Sep 24, 2026

Why Do Data Transfer Agreements Take 18–36 Months And What Does It Cost You?

Data Transfer Agreements take 18–36 months because they attempt to reconcile three fundamentally opposing forces at once: institutional risk…

6 min read
Technology Sep 23, 2026

OMOP Common Data Model: An Implementation Checklist

Implementing the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) means converting your source health data — electronic…

8 min read
Industry Sep 22, 2026

The EU AI Act and Healthcare AI: What Research Teams Must Do

The European Union (EU) Artificial Intelligence Act (Regulation (EU) 2024/1689) regulates AI by risk tier, and healthcare research organizations sit…

8 min read
Trusted Research Environment Sep 21, 2026

What Is an Agentic Federated TRE? A Definitive Guide

An agentic federated Trusted Research Environment (TRE) is a research platform in which artificial intelligence (AI) agents carry out analytical work…

8 min read
Technology Sep 20, 2026

Clinical Trial Feasibility Analysis With Real-World Data

Clinical trial feasibility analysis with real-world data (RWD) means testing a protocol's eligibility criteria against actual patient records…

8 min read
Trusted Research Environment Sep 19, 2026

Federated TRE Reference Architecture for National Genomics

A federated Trusted Research Environment (TRE) reference architecture for a national genomics program keeps every genome and health record inside the…

8 min read
Industry Sep 18, 2026

GDPR Article 89: The Research Exemption Explained

Article 89 of the General Data Protection Regulation (GDPR) is the provision that makes scientific research workable under European data protection…

8 min read
Technology Sep 17, 2026

FAIR Data Principles in Health Research: A Practical Guide

The FAIR data principles — Findable, Accessible, Interoperable, Reusable — are a set of fifteen guidelines, published by Wilkinson and colleagues in…

8 min read
Technology Sep 16, 2026

OMOP vs FHIR: Which Standard for Health Research?

OMOP and FHIR solve different problems, and the honest answer to "which one?" is usually "both, in different places". Health Level Seven's Fast…

8 min read
Technology Sep 15, 2026

HIPAA De-Identification: Expert Determination vs Safe Harbor

The Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule recognizes exactly two ways to de-identify protected health information…

8 min read
Industry Sep 14, 2026

Kids First Data Resource Center and the Federated Future

The Gabriella Miller Kids First Data Resource Center (DRC) is a National Institutes of Health (NIH) Common Fund program that makes harmonized genomic…

8 min read