Join John Palazza, Vice President of Global Sales at CentML, as he delves into the vital role of infrastructure optimization for AI and machine learning. He highlights the shift from innovation to production in enterprises, emphasizing efficient GPU utilization and cost management. The conversation touches on the open-source versus proprietary debate, the rise of AI agents, and the importance of avoiding vendor lock-in. Palazza also discusses strategic partnerships with industry giants like NVIDIA that shape business strategies in a competitive cloud landscape.