Teaching a Small AI to Think Like a Technician: How We Built a Trustworthy Chatbot for Maintenance Documentation
How to build a trustworthy chatbot for maintenance documentation in MotivateXR: a small on-premise model, a step-by-step pipeline, and a strict no-invention rule.
Rethinking Acceptance: Human-Centred XR in the Workplace
How MOTIVATE XR explores user acceptance in mandatory XR training, and how these insights shape better system design and evaluation.
Turn Your Smartphone into a Professional 3D Scanner with Videogrammetry and Artificial Intelligence
Turn your smartphone into a high-precision 3D scanner – discover how 2freedom’s AI videogrammetry in MOTIVATE XR converts simple mobile video into 3D models.
From RGB-D Synchronisation to Object-Aware XR Guidance: Inside the Vision Module
Explore how MOTIVATE XR’s Vision Module bridges the gap between digital instructions and physical machinery using real-time RGB-D synchronisation and 6D object pose tracking.
XR in Aerospace VET: From Immersion to Competence
How XR can support aerospace VET by improving procedural learning, trainer guidance, and integration into real training pathways.
The Impact of AI: Transforming XR Training
Discover how the powerful convergence of AI and Extended Reality (XR) is dismantling traditional training bottlenecks, hyper-personalising the learning journey, and driving unprecedented operational excellence in high-stakes industries.
From Manuals to XR: The AI Powering MOTIVATE XR
Discover how our team built an AI engine to turn dense manuals into interactive XR training for the MOTIVATE XR project. A complete pipeline, including textual and graphical analysis is included, to retrieve all information from technical manuals.
Gesture-Driven Robot Control Through XR Smart Glasses: Our Contribution to MOTIVATE XR
Our team has developed an XR pipeline for commanding mobile robots via intuitive hand gestures. This work proves how embedded AI and wearables provide reliable, real-time assistance in industrial environments.
The Small XR Alignment Problem that Makes a Big Difference in Industrial Training
How small XR alignment issues such as drift and tracking instability can affect trust, usability, and learning quality in industrial training environments.
Gaussian Splatting vs Videogrammetry: New Trends in 3D Model Generation
Explore how modern photogrammetry creates affordable digital twins for industry. Learn how MOTIVATE XR uses image-based 3D modeling to optimise training and maintenance.