In this episode of the Professor Insight Podcast, we explore what it really takes to build infrastructure capable of supporting generative AI at scale. Based on Google’s 2025 State of AI Infrastructure Report, this conversation cuts through the buzz to focus on the practical realities facing tech and business leaders. From adoption trends to infrastructure strategy, we look at how organizations are navigating the shift from experimentation to production.

With 98 percent of companies already working with generative AI, the urgency to get infrastructure right has never been greater. We unpack the report’s key findings, including the challenges around data governance, the growing importance of cost-efficiency, and the role of secure, scalable platforms. Hybrid cloud and edge computing are gaining momentum, and a robust AI foundation is now seen as essential for future competitiveness.

This episode covers the strategic decisions shaping enterprise AI—from managing costs and scaling models to deploying across distributed systems. We also discuss the infrastructure features most valued by leaders today, including flexibility, security, and performance. If your organization is planning for long-term AI integration, this episode highlights the groundwork needed to get there.