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Project cooperationUpdated on 9 February 2026

HORIZON-CL4-2026-04-DIGITAL-EMERGING-09

Ricardo Margalho

CEO at Stratio

Coimbra, Portugal

About

What We Bring:

Production AI-Driven Digital Twins for Mobility:

  • AI-powered digital twin platform deployed across thousands of vehicles worldwide

  • Real-time early warning systems processing millions of sensor data points daily

  • 10+ years of operational vehicle data enabling advanced predictive modeling

  • Proven digital twin architecture for physical asset monitoring and failure prediction

Technical Capabilities:

  • Digital twin systems creating virtual representations of vehicle state for predictive monitoring

  • Deep learning models trained on real-world sensor streams

  • Real-time AI inference at the edge for early warning alerts

  • Multimodal sensor fusion understanding mechanical and electrical system behavior

Operational Deployment:

  • Live digital twins running

  • Multi-country deployment

  • Production-scale validation in harsh real-world conditions

Attached files

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