The changing landscape of AI demands a forward infrastructure approach for 2025 and beyond. As a leader, I'm prioritizing substantial investment in flexible compute capacity, moving beyond simple cloud deployments to encompass hybrid and edge architectures. This includes improving data management pipelines for real-time insights and reliable model