We’re proud to unveil AI-DAPT Newsletter #3, spotlighting a major milestone for the project: the launch of its technical implementation phase and the unveiling of the AI-DAPT Reference Architecture — a powerful foundation for building adaptive, explainable, and human-centric AI systems.
In this edition, you’ll discover:
From Vision to Platform
We trace the journey from research agenda to real implementation, with the AI-DAPT Reference Architecture offering a modular, multi-layered framework tailored to real-world challenges. It’s designed to transform raw data into actionable intelligence while integrating legacy scientific models through hybrid AI.
A Deep Dive into the Platform Architecture
The newsletter outlines the eight integrated layers powering AI-DAPT’s trusted AI workflows—from scalable data pipelines and observability tools to explainability features and adaptive AI services. Learn how tools like Apache Airflow, MLflow, and Kafka bring the architecture to life.
User-Centric Design
With distinct technical workflows mapped to core user journeys, AI-DAPT empowers data scientists, business users, and engineers alike—balancing automation with human oversight and transparency.
Community Engagement and Upcoming Events
Catch up on our recent contributions to key events like Data Week 2025, and mark your calendars for ADRF25 in Stavanger, Norway, on 23–24 September.
We’ll be contributing to two exciting workshops:
• “Efficient and trustworthy AI frameworks: making the best of cloud-edge European data for scalable real-world industry deployments” – co-organised with the HORIZON-CL4-2021-HUMAN-01-01 cluster.
• A second session promoted by the HELEN network, exploring future-facing perspectives on responsible and trustworthy AI.
📅 Be sure to register by 6 June for early bird access!
Plus, get a glimpse of the team during the latest General Assembly hosted by S&D in Milan!