This workshop highlights the synergy between academic research and industrial innovation, showcasing how cutting-edge AI is translated into impactful real-world applications. Featuring contributions in non-invasive medical sensors, edge AI and vision, life sciences, and Industry 4.0, it demonstrates how collaborative efforts drive technological advancement across sectors.