How AI Agents are Changing Investing

John Melas-Kyriazi is the co-founder and CEO of Standard Metrics, which powers portfolio management for more than 150 venture capital firms and 10,000 companies. He runs a high-growth SaaS company at the leading edge of the AI wave. How is AI transforming how investors source and diligence deals? How are agents parsing pitch decks, prepping board meetings, and building powerful new workflows? And as competitive advantages shift, what are the new moats for SaaS companies in the AI age?

We discuss these and other timely topics with John. At an early age, he fell in love with science fiction and built vacuum-tube amplifiers in his parents' basement, before studying physics and materials science at Stanford. There he became a research scientist until pivoting to investing, first at StartX and later Spark Capital. Born out of firsthand experience, he co-founded Standard Metrics alongside the 8VC Build team to create a better solution for portfolio management software.

We begin our conversation with John’s path from academia to investor and founder. Next, we explore how Standard Metrics centralizes data, improves portfolio intelligence, and powers smarter investment decisions. Then we dive into the new possibilities with AI, from technical diligence copilots and investment stress-testing to new workflows and internal AI analysts. In an era of new agentic tools and shifting competitive advantages, we discuss new moats for existing software companies built around network effects, data, and more. The world of finance is changing quickly; John offers a unique perspective on the AI wave and how top investors are leveraging new workflows to get ahead.

Joe Lonsdale is an American entrepreneur, investor & philanthropist. He has been a part of founding more than a dozen mission-driven companies, including Palantir, Addepar, OpenGov, Affinity, Epirus, Resilience Bio, and 8VC.

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