Run the Numbers

Daniel Kang, CFO of Mercury, discusses the importance of quality fintech revenue and multi-stream monetization strategies. Brad Floering, SVP at Snowflake, shares insights on usage-based pricing and the forecasting challenges it presents. Mitzi Yue of Boulder Care highlights the intersection of finance and culture in non-profit telehealth, focusing on ethical AI use in healthcare. The rapid-fire discussions explore the future of finance, from SaaS classifications to community impact, providing a thoughtful look at innovation in the industry.

In this engaging discussion, Vanna Krantz, former CFO of Disney+ and Grindr, shares her journey in launching subscription models under pressure. She reveals the art and science of forecasting, emphasizing the unique challenges faced during Disney+’s debut. Vanna highlights Grindr’s impressive 40% EBITDA margins and explains how low marketing costs contributed to its public offering. She also offers insightful advice for women in leadership, encouraging persistence and adaptability for career longevity.

Explore the shift from being technically right to being useful in professional landscapes. Hear insights on the impact of communication and empathy as careers progress. Discover CJ's tactics for climbing the corporate ladder by making others shine, alongside Kyle's journey into becoming a domain expert through public writing. The hosts discuss OpenAI's perceived 'too big to fail' status, dissecting its economic implications. Plus, intriguing data on the age at which founders achieve peak success and amusing tales about home maintenance mishaps.

Jeff Bernstein, managing partner at Riveron, brings his vast experience in banking and capital markets to the discussion. He reveals the complex mechanics behind going public, including the challenges of price discovery and the dual-track process. Jeff explains why SPACs are gaining traction again and the key risks CFOs must consider before opting for this route. With insights on IPO readiness and wild oversubscription myths, he shares intriguing stories, highlighting the balance between investor relations and employee retention in a public company setting.

Colin Gardiner, General Partner at Yonder VC and former Chief Revenue & Product Officer at Outdoorsy, reveals the inner workings of successful marketplace businesses. He introduces the transformative 'Marketplace Plus' model, emphasizing the role of SaaS tools in optimizing supply. Colin shares insights from scaling RV rentals, highlighting the importance of professionalized supply and innovative monetization strategies. Additionally, he discusses how AI is reshaping marketplace dynamics, suggesting a shift from traditional website discovery to AI-driven matchmaking.

Explore the wild world of SaaS growth as the hosts dive into the secrets behind companies that reach $20M+ ARR. They tackle how successful firms enhance net revenue retention and re-engineer pricing strategies. Enjoy a playful guessing game of 'Founder or Pop Star' and hear about the quirks of AI avatars. Insights on market dominance and pricing strategies bring a practical edge, while unexpected blunders keep the mood light. It's a blend of sharp analytics and fun banter that every SaaS enthusiast will appreciate!

Sam Jacobs, Founder and CEO of Pavilion, shares his journey from getting fired four times to creating a thriving community for go-to-market leaders. He discusses the importance of monetizing community members early and the balance between exclusivity and growth. Sam highlights the impact of AI on revenue operations and the value of understanding finance for top sales leaders. He reflects on building a trustworthy brand while cautioning against venture capital timelines for community-based businesses.

Join Teddy Collins, EVP of Finance at SeatGeek, who transformed their finance function into a tech-savvy powerhouse. He opens up about navigating the finance landscape when live events paused during the pandemic, reshaping forecasting methods in unpredictable times. Teddy discusses how AI and machine learning enhance planning, pushing past the limitations of spreadsheets. He offers insights on turning finance into a strategic partner, effective career growth strategies, and the evolving role of AI in junior finance positions.

Gross margins, GPUs, and the future of finance — this one’s for the metrics nerds. CJ sits down with Sarah Wang, General Partner at Andreessen Horowitz, to talk about what happens when the traditional SaaS playbook collides with AI. Sarah shares how legacy benchmarks like payback period and burn multiple start to break down in a world where compute, not headcount, drives costs. She explains why sky-high gross margins can actually be an orange flag, how finance leaders can think about resource allocation between engineers and GPUs, and why the most valuable finance teams today are deeply operational. They also unpack what it’s like partnering with AI-native founders, the evolution of pricing models as LLM costs drop, and whether we’ll see a private trillion-dollar company anytime soon.—LINKS:on LinkedIn: https://www.linkedin.com/in/sarah-wang-59b96a7/Company: https://a16z.com/CJ on X (@cjgustafson222): https://x.com/cjgustafson222Mostly metrics: https://www.mostlymetrics.com—RELATED EPISODES:996 Culture, Exploding AI Bills & SaaS ChaosFrom Credit Karma to Notion: CFO Rama Katkar on Leading Finance Through Every Growth Stage5,762 Job Applications. Zero Offers.Thinking About Adding Payments to Your Software Product? Listen to This First!—TIMESTAMPS:(00:00:00) Preview and Intro(00:02:40) Sponsors – Fidelity Private Shares, Mercury, RightRev(00:05:50) Sarah Joins the Show(00:06:06) The Future of Excel in the Age of AI(00:08:24) Why Gross Margins Don’t Tell the Whole Story(00:10:42) When Sky-High Margins Are an Orange Flag(00:12:57) Finance as a Strategic Lever in AI Companies(00:15:04) Sponsors – Tipalti, Aleph, Rillet(00:17:22) Partnering with AI-Native Founders(00:20:35) When Traditional SaaS Benchmarks Break Down(00:23:58) Forecasting and Financial Planning for Compute Costs(00:27:16) The Engineers-Versus-GPUs Trade-Off(00:30:29) Resource Allocation and Infrastructure Efficiency(00:33:47) How Pricing Models Evolve as LLM Costs Drop(00:37:15) Circular Finance: When Big Tech Funds Its Own Vendors(00:40:39) Metrics That Still Matter in AI-Driven Businesses(00:44:12) The Evolving Role of Finance Leaders(00:47:26) What “Operational Finance” Really Means(00:50:58) Building Sustainable Efficiency in AI Companies(00:54:03) Will We See a Private Trillion-Dollar Company?(00:55:33) Outro—SPONSORS:Fidelity Private Shares is the all-in-one equity management platform that keeps your cap table clean, your data room organized, and your equity story clear—so you never risk losing a fundraising round over messy records. Schedule a demo at https://www.fidelityprivateshares.com and mention Mostly Metrics to get 20% off.Mercury is business banking built for builders, giving founders and finance pros a financial stack that actually works together. From sending wires to tracking balances and approving payments, Mercury makes it simple to scale without friction. Join the 200,000+ entrepreneurs who trust Mercury and apply online in minutes at https://www.mercury.comRightRev automates the revenue recognition process from end to end, gives you real-time insights, and ensures ASC 606 / IFRS 15 compliance—all while closing books faster. For RevRec that auditors actually trust, visit https://www.rightrev.com and schedule a demo.Tipalti automates the entire payables process—from onboarding suppliers to executing global payouts—helping finance teams save time, eliminate costly errors, and scale confidently across 200+ countries and 120 currencies. More than 5,000 businesses already trust Tipalti to manage payments with built-in security and tax compliance. Visit https://www.tipalti.com/runthenumbers to learn more.Aleph automates 90% of manual, error-prone busywork, so you can focus on the strategic work you were hired to do. Minimize busywork and maximize impact with the power of a web app, the flexibility of spreadsheets, and the magic of AI. Get a personalised demo at https://www.getaleph.com/runRillet is the AI-native ERP modern finance teams are switching to because it’s faster, simpler, and 100% built for how teams operate today. See how fast your team can move. Book a demo at https://www.rillet.com/metrics#RunTheNumbersPodcast #FinanceLeadership #AIinBusiness #VentureCapital #SaaSMetrics This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit cjgustafson.substack.com

Dive into 'sloponomics,' a quirky exploration of the flood of mediocre AI-generated content. Discover how unique voices can thrive in a noisy landscape. The hosts discuss the implications of AI on crediting creators and the economics of content production. They tackle the $10K MRR meme and its significance in startup growth. Unpack pricing psychology and customer targeting strategies likened to hunting animals. Plus, hear personal anecdotes about quitting social media and trying an electric boat!