AI isn’t just changing software, it’s causing the biggest buildout of physical infrastructure in modern history. In this episode, live from Runtime, a16z's Raghu Raghuram speaks with Amin Vahdat, VP and GM of AI and Infrastructure at Google, and Jeetu Patel, President and Chief Product Officer at Cisco, about the unprecedented scale of what’s being built, from chips to power grids to global data centers. They discuss the new “AI industrial revolution,” where power, compute, and network are the new scarce resources; how geopolitical competition is shaping chip design and data center placement; and why the next generation of AI infrastructure will demand co-design across hardware, software, and networking. The conversation also covers how enterprises will adapt, why we’re still in the earliest phase of this CapEx supercycle, and how AI inference, reinforcement learning, and multi-site computing will transform how systems are built and run. 00:00 Intro 01:16 The Scale of the AI Buildout 03:00 CapEx, Demand Signals, and the Power Bottleneck 05:56 Data Centers, Scarcity, and Global Power Constraints 08:18 Rethinking Systems and Networking 10:08 Scale-Out vs. Mainframe Architectures 12:18 The Next Wave in Processor Innovation 14:36 Specialized Chips, Power Efficiency, and Geopolitics 16:14 Networking Evolution and Scale Challenges 18:52 Building Networks for AI: Power, Bursts, and Bottlenecks 21:00 Inference Architecture and Cost Reduction 24:00 AI Inside the Enterprise: Code Migration and Productivity 27:30 Rewiring Culture Around Rapid AI Adoption 29:40 Startups, Models, and Intelligent Routing Layers 31:55 The Future of AI Models, Agents, and Media 33:10 Closing Thoughts Resources Full Transcript: https://a16z.substack.com/p/surviving-the-ai-sprint-up-close Follow Raghu on X: https://x.com/RaghuRaghuram Follow Jeetu on X: https://x.com/jpatel41 Follow Amin on LinkedIn: https://www.linkedin.com/in/vahdat/ Find a16z on X: https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
What happens when a startup becomes a giant—and then has to reinvent itself all over again? In this episode, a16z General Partner, Martin Casado, sits down with Raghu Raghuram (former CEO of VMware) and Jeetu Patel (President and CPO at Cisco) for a deep, tactical conversation on scaling, disruption, and navigating transformation from the inside. They share hard-won lessons from leading two of the most iconic infrastructure companies in tech—through waves like virtualization, cloud, containers, and now AI. They cover: - How to keep innovation alive inside large companies - Why the best companies operate with a founder’s mindset, even without founders - The difference between selling to buyers vs. practitioners - Why the story is the strategy, and how to tell it at scale - How Cisco is rebuilding its startup DNA in the age of AI If you're building or leading through a major tech wave, this episode is a playbook. Timecodes: 0:00 Introduction 0:29 Mindset Shifts and Weapons of Mass Disruption 2:55 Cloud & Container Disruption 4:18 Cisco's Approach to Market Waves 5:45 Resetting for Innovation at Scale 6:04 Leadership, Teams, and Founder’s Mentality 8:15 Go-to-Market Challenges & Strategies 10:21 Organic vs. Inorganic Innovation 12:34 Defining Insertion Points & Competing in Brownfield 14:05 Structuring for Disruption: Teams & Agency 15:29 Ideal Customer Profile & Product Adoption 19:15 Storytelling as Strategy 19:55 The Consumer/Prosumer AI Wave 22:41 Infrastructure’s Role in the AI Era 25:36 Innovation, Brand, and Scale 27:00 Founder Mindset, Owner Execution 29:55 Truth-Seeking as a Leader 32:26 From Sales-Led to Product-Led 34:14 You Can’t Cash-Cow Innovation 35:42 AI Is Rebuilding the Stack 40:09 Vertical Integration, Horizontal Openness 43:14 Advice for Founders Resources Find Martin on X: https://x.com/martin_casado Find Jeetu on X: https://x.com/jpatel41 Find Raghu on X: https://x.com/raghuraghuram Stay Updated: Let us know what you think: https://ratethispodcast.com/a16z Find a16z on Twitter: https://twitter.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Subscribe on your favorite podcast app: https://a16z.simplecast.com/ Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details, please see a16z.com/disclosures.