In this captivating episode of Human & AI, we sit down with German Suvorov, who is dedicated to AI solutions and business development for the NVIDIA ecosystem at Siemens.Join us as we explore the critical role of hardware trends and developments in shaping the future of industrial AI, and discover how open-source can fuel innovation across the sector. German demystifies the often-encountered “proof of concept - trap” and shares his insights on steering clear of its pitfalls.At the heart of this episode is German’s passion to solve real-world problems. His love for music isn’t just a personal hobby; it’s a metaphor for his approach to AI in manufacturing and engineering—where harmony, rhythm, and collaboration are key to orchestrating success.Tune in to Human & AI and be inspired by German's journey, where the symphony of technology meets the cadence of practical solutions.