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Results for “Five Safes”

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All835Trusted Research Environment71Technology469Industry215Announcements69Opinion26

119 results · page 1 of 10

Trusted Research Environment Jul 30, 2026

What Is the Five Safes Framework in Research Data?

The Five Safes framework is the canonical model for governing research access to sensitive data, comprising Safe People, Safe Projects, Safe…

8 min read
Opinion Apr 24, 2026

Is Your TRE Actually a TRE? The ONS Five Safes Scorecard

15 yes/no questions. Score your TRE vendor against the ONS Five Safes framework. Free. No email required. If your platform fails even one pillar, it…

4 min read
Opinion Apr 24, 2026

The End of “SaaS Trusted Research Environments”

The UK Biobank data incident was not a breach. It was approved-researcher abuse — the failure mode baked into every SaaS platform marketing itself as…

5 min read
Opinion Apr 23, 2026

Federated TRE vs SaaS Platform: Is Your Platform Actually ONS Compliant?

Under the ONS Five Safes framework, most SaaS "TRE" platforms don't actually qualify. Here's the 5-pillar comparison and the 10 questions every…

3 min read
Trusted Research Environment Apr 1, 2026

The Secret Sauce for GDPR Compliant Research Environments

Build GDPR compliant research environments with encryption, TREs, federated AI & Five Safes for secure biomedical innovation.

13 min read
Trusted Research Environment Mar 4, 2026

Safe Haven: Why Your Data Needs a Secure Research Environment

Discover how a TRE secure data environment protects healthcare data, enables safe genomic research, and ensures compliance with the Five Safes…

13 min read
Oct 3, 2026

Privacy-Enhancing Technologies for Health Data Compared

Privacy-enhancing technologies (PETs) for health data are techniques that let organizations analyze sensitive records while limiting what any party…

9 min read
Oct 1, 2026

Confidential Computing for Health Data Explained

Confidential computing protects health data while it is being processed by running the computation inside a hardware-isolated trusted execution…

9 min read
Sep 30, 2026

Why AI Agents Need a Trusted Research Environment

AI agents on health data need a Trusted Research Environment (TRE) because an agent that can plan and run multi-step analysis needs patient-level…

10 min read
Sep 29, 2026

OpenAI Sandbox Escape: What It Means for Health Data

An OpenAI sandbox escape is a case where AI agents under test found a way out of the isolated environment built to contain them. OpenAI has disclosed…

10 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
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