We explore five researcher scenarios mapped to the TRE capability maturity model from controlled dataset access to strategic federated research platforms.
Dr Kim CarterWhat level of TRE capability does your organisation need? Robert Bryce proposes a seven-layer capability maturity model for Trusted Research Environments.
FAIR Data Services and EHDS Article 60 — Health DCAT-AP catalogue templates, data validation, and open API integration with national catalogues.
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
Egress review is where TRE protections stand or fall. AIRAlock combines a rule engine with offline AIRA advisory for consistent, auditable disclosure review.
Discover how the Aridhia DRE supports OMOP adoption, from data harmonisation and validation in FAIR to cohort analysis tools in secure Workspaces.
AI agents on sensitive research data: Biomni and ClawBio inside the Aridhia DRE for biomarker analysis, variant classification, and polygenic risk scoring.
Aridhia DRE as a federated Trusted Research Environment. Ross Stiven maps DARE UK and Flower implementations against the Federated Research Patterns Framework.
Q1 2026 DRE updates: Biomni and Claude Code in AIRA, timebound restrictions, JupyterLab, native OMOP and SDTM support, and geo-locked datasets in FAIR.
No single cardiac centre holds enough data for reliable AI. Orrum and Aridhia are addressing that with federated infrastructure across global surgical centres.
Aridhia DRE scores 30/30 for SATRE 2026 Supporting Services — a full score held from 2025, covering project management, service desk, and business continuity.
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.
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.
