Blogs & News
Accelerating Secure Federated Learning with Aridhia DRE and Flower ➜
Deploying production-ready federated networks in days, not months The promise of federated learning (training machine learning models across distributed datasets without centralising sensitive data) is often ... Read more ➜
PHEMS Project Update 2026 – What We’ve Done So Far ➜
We last provided an update on the PHEMS project in mid-2025, after the annual meeting. Work has continued since then, and this post provides an ... Read more ➜
Introducing Project Workspace: SATRE Compliant Trusted Research Environment from £95/month ➜
What Project Workspace Solves Researchers working with sensitive data such as patient records, genomic datasets and clinical information need secure infrastructure with proper certifications and ... Read more ➜
Reviewing 2025: AI, federation and common data standards ➜
At the start of 2025 the product team put out a joint blog looking at the year ahead, and itemising what they saw as the ... Read more ➜
Building a Federated Trusted Research Environment ➜
In his previous blog Ross introduced the DARE UK TREvolution project and explained Aridhia’s involvement in it. At the end of the blog he promised ... Read more ➜
Analysing larger-than-memory datasets efficiently in R ➜
Aridhia DRE workspaces come with everything you need out of the box to do very large scale data analysis without the need to use a ... Read more ➜
Showcasing the Great Ormond Street – Aridhia SDE at HDR UK 2025 ➜
Alicia recently attended the HDR UK conference with Ross Stiven, one of our Product Managers and Stephen Mathew our colleague from Great Ormond Street, to ... Read more ➜
Joining the TREvolution – Aridhia, DARE UK and Data Federation in Trusted Research Environments ➜
Ross recently delivered the closing keynote speech the DataSHIELD annual conference, the main theme of the talk was the integration of data federation frameworks with ... Read more ➜
Reflections from UK TRE 2025: Federation, Automation, and Sustainability in Trusted Research Environments ➜
Last week, I had the opportunity to attend the DARE UK funded UK TRE 2025 conference in Leeds, a gathering of technologists and policymakers from ... Read more ➜
Federated Node AI: A Prototype for Prompt-Based Data Interaction ➜
We’ve written extensively about the development of the Federated Node over the past 18 months, covering its origins in the PHEMS project, its V1.0 release ... Read more ➜