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/Maria Chatzou Dunford
The Library
Newest first.
Searching…
Search is not available right now.
All830Trusted Research Environment71Technology469Industry215Announcements69Opinion26
413 articles · page 3 of 35
Healthcare data interoperability solutions help break down the costly silos between EHRs, genomic databases, and claims systems that slow research…
Building a secure research environment where compliance is embedded into the architecture — not bolted on reactively — requires a structured…
Learning how to analyze distributed health data is essential for regulated organizations navigating HIPAA, GDPR, and data sovereignty laws that…
Healthcare organizations generate unprecedented volumes of data from EHRs, genomics, imaging, and wearables, yet clinical data integration challenges…
Research data management for hospitals is critical infrastructure that enables secure, scalable research operations—yet most institutions struggle…
Federated data analysis in healthcare solves a critical paradox: vast patient datasets exist across institutions but can't be centralized due to…
This guide evaluates the 9 best real world data analytics platforms in 2026, assessing each on data harmonization, regulatory compliance, federated…
Learning how to harmonize clinical trial data is essential for biopharma and government health teams struggling with inconsistent formats, misaligned…
Patient data privacy in research no longer requires choosing between scientific progress and protecting sensitive health information. This guide for…
This pharmaceutical data platform comparison evaluates nine leading solutions purpose-built for R&D teams struggling with fragmented clinical…
A secure health informatics platform bridges the critical gap between strict compliance requirements and the data access researchers need, enabling…
Government and biopharma leaders navigating cross-border health data compliance face an increasingly complex web of regulations—GDPR, HIPAA, PIPL…
