SYNERGIA in action – use cases
SYNERGIA’s adaptive XR solution is validated across 5 real-world use cases, demonstrating its versatility, impact and scalability.
Machine Assembly & Maintenance
(PRIMA Industrie – Italy)
Smart training for industrial operators
Logistical constraints (technician travel, limited physical systems) delay training, reduce efficiency and limit scalability. Current methods (manuals, videos, in-person sessions) lack interactivity, adaptability and real-time feedback.
- Real-time emotion & cognitive sensing (via HDTs) to detect operator stress or confusion, triggering adaptive guidance.
- AI-powered 3D assistant delivers procedural support, adjusting to user inputs and emotional states.
- Immersive virtual environments enable hands-on simulation and remote learning, with system-aware digital tutors for on-demand guidance.
- Learning dataspace ensures cross-sectoral training material accessibility.
- 30% reduction in training time
- 40% improvement in training satisfaction
- 45% cost savings from improved training operations
- 20% improvement in task efficiency and reduction in human errors
- 60% reduction in machinery capital expenditure for training
Drilling Training in Aerospace
(Airbus Atlantic – France)
Precision training for aircraft assembly
Traditional training (manuals, static videos, mentor shadowing) fails to capture operational variability (body type, experience, physical condition), leading to long onboarding times, human errors and low scalability.
- Dynamic XR tutorials for each drilling site, integrating official procedures, CAD models and operator demonstrations.
- Contextually enriched step-by-step instructions with critical warnings, generated via GenAI.
- HDTs assess human state during training to autonomously trigger the 3D assistant for guidance.
- Immersive worlds feature virtual humans performing procedures in realistic environments.
- 15% reduction in training costs
- 20% improvement in trainee well-being, mental state and comfort
- 15% reduction in onboarding times
- 10% reduction in human-related errors
Human-Robot Collaboration
(HIS – Sweden)
Safe & intuitive human-robot interaction
Collaborative robots (cobots) are underused due to their inability to adapt to human colleagues, lack of training programs and safety concerns.
- Real-time multimodal sensing (eye-tracking, gesture recognition) via HDTs to anticipate human actions.
- Adaptive robot behavior (speed, force) coordinated with human actions without explicit commands.
- Immersive XR training modules coupled with the GenAI-based 3D assistant and world creation toolkit for safe, risk-free interaction.
- XAI module ensures traceability and auditability of decisions.
- 15% productivity improvement via increased automation
- 20% improvement in trainee satisfaction
- 10% reduction in repetitive operations traditionally conducted by humans
- 15% reduction in onboarding times
Personalized Speech Therapy for Parkinson’s
(HOPale – France)
Adaptive rehabilitation at home
Speech rehabilitation is limited by therapist shortages, long wait times, and irregular access, with low adherence and suboptimal outcomes due to non-adaptive training.
- Transformers/LSTM hybrid models classify pathological speech patterns using HOP’s annotated datasets.
- Prosodic feature extraction compares patient inputs against adaptive normative models.
- GenAI generates personalized speech exercises and motivational dialogues based on mental/cognitive state.
- 3D assistant simulates virtual therapists for emotionally appropriate, context-sensitive interactions.
- XAI module ensures traceability and trustworthiness of feedback.
- 20% reduction in dependence on clinical resources
- 15% relief of burden on speech-language therapists
- 15% improvement in intervention adherence and scalable care models
VR Safety Training for Cognitive Inclusion
(GUREAK & Ludus – Spain)
Accessible training for all abilities
Workers with cognitive disabilities lack accessible, scalable and real-time responsive training tools for road safety.
- Multimodal emotion/cognitive sensing detects frustration or confusion in real time, adapting task complexity and pacing.
- GenAI-powered 3D assistants provide accessible, personalized guidance.
- Immersive world creator generates realistic, on-demand scenarios (e.g., traffic signals, weather, distractions).
- XAI layer ensures GDPR compliance, transparency and data protection.
- Touchless interaction, dynamic scenario scaling, trainer dashboards and offline deployment options.
- 20–30% reduction in training time
- 25% cost savings related to training/operations
- 30% improvement in trainee satisfaction
- 25% improvement in operational/task efficiency
- 15% reduction in human errors/performance variability