Trusted Research Environment
Secure analysis where the data lives
Trusted Data Lakehouse
Connect and catalog distributed data
Federation
Query many sites as one, nothing moves
TrustOps & Airlock
Keeps data in place, secured with Airlock controls
AI Scientist Studio
AI Scientists that work inside your TRE
Sovereign AI
Run models where the data lives
Trusted DataHub
Query federated data instantly
Lifebit R.E.A.L.
Real-time drug safety surveillance
Trusted Data Factory
OMOP and FHIR harmonization at scale
Trusted TargetID
Validate drug targets on real cohorts
Rapid Data Products
Curated datasets, delivered fast
Trusted Data Marketplace
Discover data on 275M+ patients
New
AI Scientists that run inside your Trusted Research Environment. Data never leaves the source.
See the Studio →
All products →
Pricing & plans →
Trust Center →
Government
National health data programs
Commercial pharma
Discovery, trials and real-world evidence
Health systems
Clinical data for research and care
Health nonprofits
Cohorts and registries, safely shared
Biobanks & data providers
Make data usable without releasing it
Target validation
Clinical trial optimization
Patient registries
ADR & outbreak surveillance
Population genomics
Data harmonization (OMOP, FHIR)
NGS data analysis
Customer story
“I am incredibly excited that Lifebit joined us to launch the next phase of our research capabilities.” Chris Wigley, former CEO
Read the case study →
All use cases →
All customer stories →
Blog
White papers
Publications
Customer stories
News
About us
Careers
Technology partners
Trust Center
Contact us
Help center
Book a demo
Pricing & plans
Latest white paper
How pharma teams use federated real-world data without moving a record.
Read the white paper →
Federated TRE guide →
What is a TRE? →
Home/Blog/Lifebit
The Library
Newest first.
Searching…
Search is not available right now.
All834Trusted Research Environment71Technology469Industry215Announcements69Opinion26
75 articles · page 2 of 7
An agentic federated Trusted Research Environment (TRE) is a research platform in which artificial intelligence (AI) agents carry out analytical work…
Clinical trial feasibility analysis with real-world data (RWD) means testing a protocol's eligibility criteria against actual patient records…
A federated Trusted Research Environment (TRE) reference architecture for a national genomics program keeps every genome and health record inside the…
Article 89 of the General Data Protection Regulation (GDPR) is the provision that makes scientific research workable under European data protection…
Lifebit has been awarded a three-year contract by the University of Cambridge to provide the Trusted Research Environment for the NIHR BioResource…
The FAIR data principles — Findable, Accessible, Interoperable, Reusable — are a set of fifteen guidelines, published by Wilkinson and colleagues in…
OMOP and FHIR solve different problems, and the honest answer to "which one?" is usually "both, in different places". Health Level Seven's Fast…
The Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule recognizes exactly two ways to de-identify protected health information…
The Gabriella Miller Kids First Data Resource Center (DRC) is a National Institutes of Health (NIH) Common Fund program that makes harmonized genomic…
CFDE federated query refers to the ability, built by the United States National Institutes of Health (NIH) Common Fund Data Ecosystem (CFDE), to…
Biotech software is the set of specialized platforms that run the life-sciences value chain — from laboratory data capture and bioinformatics…
Federated AI model training lets biopharma teams train a single model across data held by multiple hospitals, biobanks, or partner companies without…
