The conversation covers:

• The SaaSpocalypse thesis in Patrick's own words — multiples from 7–8x to 40x to 2–3x in under a decade, the shift from systems of record to systems of work, and why he thinks fewer than a quarter of incumbent SaaS companies have the appetite to genuinely burn the boats
• Defensibility after the foundation models — why single-player workflows are fragile against OpenAI and Anthropic's distribution, why multiplayer workflows (governance, RBAC, iteration, judgment across stakeholders) may hold, and why two of the three classic data-moat pitches no longer survive first-principles scrutiny
• The pivot problem — Gigya hit ten million ARR and had to pivot, hit thirty million ARR and had to pivot again, and Patrick's retrospective conviction that both should have happened earlier; a useful frame for a market where capital is letting teams defer the question
• Professional services as differentiation rather than embarrassment — how Gigya ran services at ~30% of revenue, recurring and profitable, and why Patrick thinks the FDE renaming is obscuring a durable truth about trust
• Mayfield's own shape — seventeenth early-stage fund, ~$1.2B across the two vehicles, roughly 70% first-institutional-check, two or three investments per partner per year, and the deliberate refusal to index a category
• The battlefield promotion to CEO on Patrick's thirtieth birthday, five months of runway, a million-dollar monthly burn, and what he actually learned from Naveen Chawda about the difference between being founder-friendly and being useful

Patrick is a GP at Mayfield. Before investing he spent eleven years at Gigya, joining as the first business hire in 2007, becoming CEO at thirty, leading the company through multiple pivots and past a hundred million in ARR, and selling to SAP in 2017 for three hundred and fifty million. He now invests at seed and Series A in enterprise and AI, with board seats at Docket AI, Duplo Cloud, BigPanda, and Scrunch AI, and writes The CEO Field Guide on Substack.

Worth the hour if you think about where the defensibility actually lives.

In this episode, Frazer Anderson sits down with two leading thinkers - Conor Twomey and Ray Wang. They discuss:

• How AI exponentials fundamentally rewrite productivity and what that means for founders, enterprises, and investors competing with legacy incumbents.

• The evolving state of enterprise AI adoption - from prototypes to production‑scale agent workflows that transform business outcomes and unit economics.

• Why scaling enterprise AI depends less on model quality and more on your data foundation, internal coordination, and ability to operationalize agents across real workflows.

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Conor Twomey is an accomplished executive with over 15 years of experience in addressing complex data challenges for leading global corporations. He is currently an AI Co-Founder at Stealth Startup. Conor is the former Head of AI Strategy at KX, a pioneer in real-time data analytics and decision intelligence. Under his leadership, KX successfully transitioned from a time-series database company to the Enterprise AI platform of choice for large-scale AI implementations. Before this role, Conor managed a 400-person organization encompassing Presales, Professional Services, Support, Managed Services, and Customer Success Management. Renowned for his insights on data and AI, Conor is a sought-after speaker and contributor on frontier technology topics, including Data, Analytics, Machine Learning, AI, and Generative AI.

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Ray Wang, a tech luminary, is the Co-Founder & Chairman of Constellation Research, a Bestselling Author, and a Keynote speaker. Renowned for his insights into digital transformation and enterprise technology, Ray's expertise stems from influential roles at Altimeter Research and Forrester Research. His bestselling books, including "Disrupting Digital Business" and "Everybody Wants to Rule the World," delve deep into the impact of digital technologies on business models.

In this episode, Frazer and Éanna discuss: 

• The hidden development lifecycle of a hyperscale build - from dirt to green lights - and what that means for build‑to‑suit strategies.

• Why power, latency and land have become the new scalers of value, and how to spot when infrastructure constraints turn into opportunity.

• How investors and founders can position themselves early in this "third wave" of data‑centre build‑out to win sub‑1% of the market before it becomes crowded.

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Éanna Murphy is CEO and Founder of Montera Infrastructure, a Stonepeak-backed datacenter developer focused on single tenant hyperscale campuses in North America. With over 17 years in the digital infrastructure industry, Éanna has held senior roles at Google and Yondr, scaling global delivery and operations across five continents. He serves on the boards of Digital Edge and H&MV Engineering, as an advisor to XYZ Reality and Beacon AI Centers and an Operating Partner at Stonepeak. 

Éanna brings a global perspective shaped by deep experience across Digital Infrastructure, tech and capital markets. Originally from Ireland, he now lives in California with his family and is a passionate sports fan, girls soccer coach and golfer.

In this episode, Frazer and Annelies discuss:

• How vertical AI startups can find their strategic wedge - and why brute force and feedback loops matter more than a flashy pitch.

• What today's top-tier investors are really looking for when backing AI-driven SaaS companies in legacy industries like insurance, logistics, and supply chain.

• The mindset shift from founder to investor and how operator intuition can sharpen your go-to-market and long-term defensibility.

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Annelies Gamble is a Partner at Zetta Ventures, an early-stage venture firm backing AI native B2B startups. Prior to Zetta, Annelies founded Prima, a vertical AI company in the supply chain and manufacturing space. While based in Mexico, she scaled Prima to over 80 employees, led engineering and supply operations, launched the U.S. business, and raised more than $45M in venture funding. Before founding Prima, Annelies was a Co-Founder and Partner at Scribble Ventures, where she invested in over 30 early-stage AI startups.

Annelies started her career at Dropbox, helping launch the company's Product Analytics team. She holds a degree from Yale, where she was a three-season Division I varsity athlete and President of the Yale Entrepreneurial Society.

In this recording of the Vestigo Ventures' Future of FinTech Webinar, Frazer is joined by Vestigo Ventures' Mark Casady, Ian Sheridan, Nick Kim, and Dave Blundin to break down:

• How AI is driving a massive transformation in WealthTech, from compliance automation to AI-augmented decision-making
• The key factors that separate winning AI startups from weaker ones—and why go-to-market strategy is now the biggest differentiator
• The latest advancements in AI infrastructure, chip development, and hyperscalers—and how they're shaping the future of financial services
• Why 2025 could mark the long-awaited reopening of the IPO window and what it means for founders, investors, and liquidity in the venture ecosystem

From generative AI in wealth management to the next wave of exits, this conversation unpacks the biggest opportunities and risks shaping the year ahead.

In this episode, Frazer and Ray discuss:

> How China's energy strategy and AI development could reshape the future of global industries and competitive dynamics

> How automation and the rise of the "robot economy" are transforming labor markets and redefining economic power

> Why the future of AI and enterprise adoption will depend on controlling energy, data, and compute—and who's positioned to win

—

Ray Wang, a tech luminary, is the Co-Founder & Chairman of Constellation Research, a Bestselling Author, and a Keynote speaker. Renowned for his insights into digital transformation and enterprise technology, Ray's expertise stems from influential roles at Altimeter Research and Forrester Research. His bestselling books, including "Disrupting Digital Business" and "Everybody Wants to Rule the World," delve deep into the impact of digital technologies on business models.

> Where the real profits are being generated in AI systems

> Why timing is everything for entrepreneurs to seize opportunities 

> Strategies for navigating the pace of innovation in AI 

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To learn more about how Ned is predicting the world's events with Aaru, visit its website: https://aaru.com/

To learn more about how Guy is automating the full debt life cycle at Clerkie, visit its website: https://www.clerkie.io/

To learn more about how Samir is leveraging AI agents to automate the most complex tasks in financial services with Farsight AI, visit its website: https://farsight-ai.com/

To learn more about how Dave and Frazer are accelerating the AI age in financial services at Vestigo Ventures, visit its website: https://www.vestigoventures.com/

In this episode, they discuss:

> How CSAIL has become a global leader in AI and robotics, driving breakthroughs that impact industries worldwide.

> The essential frameworks for deploying AI ethically and efficiently while building trust in intelligent machines.

> The role of visionary leadership in using AI to address challenges, inspire innovation, and shape a sustainable, tech-enabled future.

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Daniela Rus is the Director of the Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT and the Andrew (1956) and Erna Viterbi Professor of Electrical Engineering and Computer Science. A trailblazer in robotics, artificial intelligence, and machine learning, Daniela's groundbreaking research spans soft robotics, underwater exploration, and autonomous systems. Her innovations include printable robots that unfold into functional machines, underwater robots for coral and fish studies, and algorithms for self-driving cars. An IEEE Fellow and member of the National Academy of Engineering, Daniela has earned numerous accolades, including the Engelberger Award for robotics and the IEEE Edison Medal. She holds a PhD in Computer Science from Cornell University.

In this episode, Frazer and Ashwin discuss: 

> How applying first principles and balancing operational grit with strategic vision can turn complex markets into playgrounds of opportunity.

> Why product differentiation and data transparency are key to disrupting traditional markets and building scalable, impactful businesses.

> The value of leveraging technology to automate compliance processes, reduce operational friction, and unlock new growth opportunities in financial services.

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Ashwin Agarwal is the CEO & Co-Founder of Advocate, a high-growth technology company providing modern insurance operations for the commercial real estate space. Before founding Advocate in 2020, Ashwin was the lead insurance and technology investor at Elysium, the multi-billion-dollar family office of the Founder of Apollo Global Management. At Elysium, he sat on the boards of Convene, ITMA, Risk Settlements and Augustus Specialty. Prior to private equity, Ashwin worked in the TMT investment banking group at Goldman Sachs.

In this episode, Frazer and Conor discuss:

> How AI is transforming business innovation by enabling companies to reimagine workflows, fuel growth opportunities, and expand market reach beyond mere cost-saving

> Why a strong data strategy is crucial for leveraging AI to drive precise and confident decision-making

> How generative AI is democratizing advanced technology by lowering skill barriers and making it accessible for businesses of all sizes

- - - 

Conor Twomey is an accomplished executive with over 15 years of experience in addressing complex data challenges for leading global corporations. He is currently an AI Co-Founder at Stealth Startup. Conor is the former Head of AI Strategy at KX, a pioneer in real-time data analytics and decision intelligence. Under his leadership, KX successfully transitioned from a time-series database company to the Enterprise AI platform of choice for large-scale AI implementations. Before this role, Conor managed a 400-person organization encompassing Presales, Professional Services, Support, Managed Services, and Customer Success Management. 

Renowned for his insights on data and AI, Conor is a sought-after speaker and contributor on frontier technology topics, including Data, Analytics, Machine Learning, AI, and Generative AI.

• The importance of early career diversity and gathering varied experiences before specialization

• The role of technological spikes such as the PC and internet in shaping wealth creation, but the next AI-driven spike is expected to surpass previous waves significantly 

• Why you need to run hard during windows of innovation 

• AI's low barrier to entry in changing how talent and innovation are leveraged

• As Roots Automation matures from early-stage R&D, it now focuses on product cost efficiency and cost trends, with attention to second-level KPIs like the rate of change in pricing

• Hatz AI shortened its time to market by augmenting its engineering team with AI to write, review, and document code faster and more efficiently

• PactFi leverages larger, more established vendors as well as strategic design partners to build a trustworthy and secure platform for the large alternative asset managers in the world

• The importance of deep relationships among co-founders in shaping company culture

• Technical debt is a constant concern that requires attention and balance with new features

• AI as a tool to enhance human intelligence rather than a replacement

In this episode, Frazer and Kris discuss:

> Building and scaling FinTech startups, including strategic leverage, technology adoption, and effective partnerships with banks

> The importance of measuring and managing complexity within banking systems to drive innovation and efficiency

> The transformative potential of AI in financial services, enhancing customer experiences and streamlining processes

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Kris Hansen is the CTO at Sagard. His extensive background includes a mix of technology startups and banking and payments architecture roles. Previously, Kris was the CTO and Co-Founder at Synctera, a bank-as-a-service marketplace connecting community banks and consumer-facing Fintech firms. He also served as the Chief Technology Officer at KOHO Financial, Canada's leading challenger bank, and at Portage Ventures, a Fintech-focused venture capital firm. Before these roles, he was the Head of Solution Architecture at the Royal Bank of Canada and the Chief Architect at ATB Financial. Early in his career, Kris created one of the first internet service providers in Canada and established one of the largest Hawaiian professional services firms. Additionally, through his angel investment company 4Utopia Inc., Kris is a pre-seed angel investor and advisor for high-potential technology companies.

In this episode, Frazer and Matt discuss: 

> How FinTech and AI are reshaping financial services and investment strategies

> Opportunities for applications of LLM technologies within financial services

> Matt's learnings from being a member of the Goldman FinTech mafia

- - - 

Matt Alfieri is a partner at Centana Growth Partners, leading investments and serving on boards in the financial services, FinTech, and related software sectors. Prior to this role, he spent 9 years at Goldman Sachs, focusing on financial technology, market structures, and enterprise software, where he was both an investment banker and served on the principal investment group.

In this episode, Frazer and Ray discuss: 

> The complexities of AI markets, from navigating open source versus closed systems to balancing innovation and margins in AI-as-a-service models

> AI in Enterprise: Scaling Startups vs. Incumbent Giants

> The geopolitical impact of AI on Middle Eastern energy politics and China's techno-authoritarianism

- - - 

Ray Wang, a tech luminary, is the Co-Founder & Chairman of Constellation Research, a Bestselling Author, and a Keynote speaker. Renowned for his insights into digital transformation and enterprise technology, Ray's expertise stems from influential roles at Altimeter Research and Forrester Research. His bestselling books, including "Disrupting Digital Business" and "Everybody Wants to Rule the World," delve deep into the impact of digital technologies on business models.

In this episode, Frazer and Jimmy discuss:

> What it takes to build an AI business on today's most cutting edge technology stack

> The challenges and opportunities presented by the new digital divide

> Building technology for small business customers

- - - 

Jimmy Hatzell, a seasoned SaaS startup professional, is the CEO and co-founder of Hatz AI, revolutionizing AI as a service for small businesses through MSPs. His leadership at Hatz follows a successful tenure as VP of Revenue at CyberQP, where he significantly contributed to revenue growth and strategic product direction. He continues to influence the company as an advisor. 

Vipul Shah is a Co-founder & CEO at SaaSWorks. SaaSWorks is the first purpose-built Continuous Finance Platform, powering the single source of truth for Subscription, FinTech, and Payments businesses and delivering accurate data, timely signals, and peace of mind. Prior to founding SaaSWorks, Vipul held Managing Director or Managing Partner roles at the likes of ArrowMark Partners, Brightwood Capital, SVT Capital, and Goldman Sachs, where he invested in mid-market private equity, growth equity, and debt across the SaaS, software, and tech-enabled services sectors.

Carlson Choi is a co-founder and CEO of Cork. Prior to founding Cork, Carlson held technology leadership roles at Datto, Superluminal, Jack in the Box, Jollibee Foods Corporation, Mattel, and Activision Blizzard. He has dedicated his career to launching disruptive industry product and solutions from the earlier days of online digital gaming, digital to life toys, and mobile food ordering.