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
EHDS readiness for pharma
Customer story
“I am incredibly excited that Lifebit and AWS have 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/Technology
The Library
Every Lifebit article on Technology, newest first.
Searching…
Search is not available right now.
All839Trusted Research Environment69Technology453Industry210Announcements70Opinion26
453 articles · page 3 of 38
Federated analysis offers a practical solution for how to analyze genomic data without moving it, allowing researchers to send computational queries…
Genomic data analysis challenges are stalling most organizational programs not due to lack of ambition, but because of critical infrastructure gaps…
Federated analytics in healthcare enables organizations to extract insights from sensitive patient data—across genomic databases, EHR systems, and…
Biobank data integration issues are preventing research teams from unlocking the full scientific value of genomic, clinical, and biospecimen data…
Precision medicine data infrastructure is the critical foundation that connects genomic, clinical, and biobank data to enable personalized…
Building a robust population health data analytics infrastructure is the critical bottleneck preventing governments and health systems from unlocking…
A practical guide to the top biomedical data standardization tools in 2026, evaluating nine solutions used by biopharma teams, health agencies, and…
Federated learning healthcare data solutions enable medical institutions to collaboratively train AI models across distributed EHR systems, genomic…
Choosing the best data governance platform for biopharma means finding a solution that handles federated access, HIPAA/GDPR compliance, and…
A life sciences data federation platform solves one of the industry's most critical challenges: enabling researchers to analyze genomics, clinical…
Deploy a federated AI research environment to unlock 5x faster insights without moving data. Master privacy, compliance, and collaborative training…
Healthcare organizations generate unprecedented volumes of data from EHRs, genomics, imaging, and wearables, yet clinical data integration challenges…
Core platform
AI & analysis
Data services
By sector
By use case
Learn
Company
Quick links