We explore five researcher scenarios mapped to the TRE capability maturity model from controlled dataset access to strategic federated research platforms.
Dr Kim CarterThe 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.
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.
Aridhia updates its DARE UK TREvolution work, advancing user-friendly federated data tools for secure, cross-TRE research collaboration.
Accelerate secure federated learning using Aridhia DRE and Flower to build production‑ready, privacy‑preserving multi‑site ML networks in days.
Latest PHEMS progress, from Federated Node updates to network onboarding and the emerging audit and controls framework.
Explore Project Workspace, a SATRE‑compliant Trusted Research Environment from £95/month, enabling secure, rapid onboarding for sensitive data research.
Aridhia advanced AI (AIRA), expanded federation, added OMOP/SDTM model support, and improved interoperability, keeping 2025 priorities firmly on track.
Aridhia shows DRE workspaces can act as federated infrastructure and plans organisational FN ownership in 2026 to enable scalable, self‑service data federation.
Kim Carter, Chief Data Officer at Aridhia, gives some examples of how to use R in Workspaces to make large scale data analysis more efficient and scalable.
GOSH & Aridhia showcased their SDE at HDR UK 2025, highlighting EHDS, OMOP, data federation and AI trends, with strong interest in the platform’s capabilities.
Aridhia joins DARE UK’s TREvolution to advance TES‑based data federation, aiming to use DRE workspaces as scalable, self‑service federated infrastructure.
UK TRE 2025 highlighted the rise of federation, smarter automated disclosure control and the need for sustainable, well‑supported TREs to enable secure research
