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.
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
Aridhia updates its DARE UK TREvolution work, advancing user-friendly federated data tools for secure, cross-TRE research collaboration.
Ross Stiven
Accelerate secure federated learning using Aridhia DRE and Flower to build production‑ready, privacy‑preserving multi‑site ML networks in days.
Scott Russell
Latest PHEMS progress, from Federated Node updates to network onboarding and the emerging audit and controls framework.
Ross Stiven
Explore Project Workspace, a SATRE‑compliant Trusted Research Environment from £95/month, enabling secure, rapid onboarding for sensitive data research.
Scott Russell
