The latest thinking from Aridhia on health data research, Trusted Research Environments, secure AI, federated analytics, SATRE, and the European Health Data Space. The technology and policy developments shaping how sensitive data research gets done.
How does the Aridhia DRE measure up against the EOSC-ENTRUST TRE survey? Ross Stiven covers all nine sections from security certifications to EHDS alignment
Ross Stiven
Egress review is where TRE protections stand or fall. AIRAlock combines a rule engine with offline AIRA advisory for consistent, auditable disclosure review.
Scott Russell
Discover how the Aridhia DRE supports OMOP adoption, from data harmonisation and validation in FAIR to cohort analysis tools in secure Workspaces.
Product Team
AI agents on sensitive research data: Biomni and ClawBio inside the Aridhia DRE for biomarker analysis, variant classification, and polygenic risk scoring.
Dr Kim Carter
Aridhia DRE as a federated Trusted Research Environment. Ross Stiven maps DARE UK and Flower implementations against the Federated Research Patterns Framework.
Ross Stiven
Q1 2026 DRE updates: Biomni and Claude Code in AIRA, timebound restrictions, JupyterLab, native OMOP and SDTM support, and geo-locked datasets in FAIR.
Product Team
No single cardiac centre holds enough data for reliable AI. Orrum and Aridhia are addressing that with federated infrastructure across global surgical centres.
Scott Russell
Aridhia DRE scores 30/30 for SATRE 2026 Supporting Services — a full score held from 2025, covering project management, service desk, and business continuity.
Ross Stiven
Aridhia DRE scores 59/62 for SATRE 2026 Data Management — up 5 points from 2025, driven by native SACRO integration and a new independent reviewer role.
Ross Stiven
The Aridhia DRE scores 79 out of 80 for SATRE 2026 Information Governance — up from 78 in 2025. Ross Stiven covers what the section requires and what changed.
Ross Stiven
The Aridhia DRE scores 120 out of 122 for SATRE 2026 Computing Technology and Information Security — up from 119 in 2025. Ross Stiven covers what changed.
Ross Stiven
UKRI commits £1.6Bn to AI. Aridhia CEO David Sibbald argues the real adoption barrier isn't model capability but instead data infrastructure and governance.
David Sibbald
