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PODCAST

Run the Numbers

Run the Numbers is a business podcast about financial metrics and business models for CFOs, aspiring CFOs, finance leaders, and ambitious people operating tech startups. Hosted by CJ Gustafson, CFO and writer of Mostly Metrics, the show shares lessons, frameworks, and operator insights from the trenches as a tech exec. Think of it as a playbook for the things CJ wishes he knew earlier in his career, covering SaaS metrics, annual budgeting, forecasting, headcount, equity, dilution, fundraising, and

business management

All Episodes

00:57:47

The Four Stages of World-Class FP&A with Datadog’s AJ...

Run the Numbers ·

2026/07/23

On this episode of Run the Numbers, CJ sits down with Datadog SVP of FP&A AJ Ljubich to break down the four stages of a world-class finance team.—SPONSORS:Brex is an intelligent finance platform with AI-powered agents that capture expenses automatically, enforce policy before the spend happens, and close your books in minutes instead of weeks. 35,000+ companies like OpenAI, Coinbase, Anthropic, and DoorDash already run on Brex. It's time to get Brex AF. Learn more at

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01:00:59

Dave McClure and Aman Verjee on Angel Investing at...

Run the Numbers ·

2026/07/20

On this episode of Run the Numbers, CJ sits down with Dave McClure and Aman Verjee of Practical VC to talk about the evolution of startup investing — from the PayPal mafia and Founders Fund era to 500 Startups, YC-style scale, and today’s secondary market.—SPONSORS:Rillet is an AI-native ERP built for modern finance teams that want to replace NetSuite and close faster. With revenue recognition, close management, multi-entity support, and native Stripe and Salesforce integrations, Rillet helps

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00:36:38

Cumberland Farms S-1 Breakdown: Fuel, Snacks, and Debt

Run the Numbers ·

2026/07/16

On this episode of Run the Numbers, CJ breaks down Cumberland Farms’ IPO filing and the surprising business behind it.—SPONSORS:RightRev is an automated revenue recognition platform that lets your product team ship new pricing without asking finance for permission, and your sales team close deals without creating downstream chaos. Check out their free tool at calculator.rightrev.com It scores your rev rec process, shows what's exposing you to risk, and tells you exactly where to focus before it

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00:59:51

Token Economics, AI ROI, and the Future of Investment...

Run the Numbers ·

2026/07/13

In this episode of Run the Numbers, CJ sits down with Rogo president Rahul Rekhi to unpack what AI actually changes in investment banking and finance. They dig into token economics, why adoption without ROI is a trap, how vertical AI wins, and why domain expertise still matter.—SPONSORS:Pulley is an equity management platform that lets you issue options, model dilution, and complete 409As without your cap table turning into a spreadsheet disaster. Founders raising, hiring, and scaling use Pulley to

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00:28:26

Jersey Mike’s S-1 Breakdown: How a $4.2B Sandwich...

Run the Numbers ·

2026/07/09

On this episode of Run the Numbers, CJ breaks down Jersey Mike’s S-1 and the franchise machine behind more than $4 billion in sandwich sales. He explains how an asset-light royalty model works, why franchise economics can be so powerful, what Blackstone saw in the business, and what the filing reveals about growth, margins, and the real money behind the subs.—SPONSORS:RightRev is an automated revenue recognition platform that lets your product team ship new pricing without asking finance for

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00:46:14

The CFO Who Was “Ill Equipped” to Save Lehman Brothers

Run the Numbers ·

2026/07/06

What actually prepares someone to become a CFO? CJ revisits Erin Callan’s short, brutal run as Lehman Brothers CFO and pulls lessons from past guests on operational reps, simple communication, fast-moving bad news, budget mistakes, and why great finance leaders can’t just report the numbers, they have to shape them.—SPONSORS:Anrok is the sales tax platform that watches your exposure everywhere, automates compliance, and flags risk before it turns into a surprise back-tax letter from a state you've

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00:39:37

How Finance Teams Are Actually Using AI | Opendoor,...

Run the Numbers ·

2026/07/02

In this episode of Run the Numbers, CJ goes live from Rillet Recon with Dana Decker (VP of Finance at Opendoor), AJ Ljubich (SVP, FP&A at Datadog), and Micah Richard (Principal, AI at PwC) to unpack how finance teams are actually using AI. —SPONSORS:Brex is an intelligent finance platform with AI-powered agents that capture expenses automatically, enforce policy before the spend happens, and close your books in minutes instead of weeks. 35,000+ companies like OpenAI, Coinbase, Anthropic, and

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00:43:17

Lime’s S-1 Breakdown: The $1.8B Scooter IPO

Run the Numbers ·

2026/06/25

In this episode of Run the Numbers, CJ breaks down Lime’s S-1 as the scooter company heads toward the public markets. He gets into the $1.8B valuation, Wayne Ting’s turnaround playbook, Lime’s unit economics, the post-Covid recovery, and the debt wall that may be forcing the IPO window open.—SPONSORS:SpendHound cuts your SaaS and AI spend by up to 30% using real pricing benchmarks across 10,000 vendors, so you always know what fair pricing looks like before your next renewal. Rated #1 on G2 in SaaS

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00:44:14

How Confluent’s CFO Runs Planning, Pricing, and...

Run the Numbers ·

2026/06/22

On this episode of Run the Numbers, CJ sits down with Confluent CFO Rohan Sivaram to talk goal setting, prioritization, consumption-based pricing, hybrid zero-based budgeting, and the frameworks finance leaders use to scale companies. Rohan shares why he carries his 12-month goals with him, how he evaluates opportunities through TAM, technology, and team, and why usage-based pricing changes the entire operating model.—SPONSORS:EY has been part of Silicon Valley since it was just a valley, helping

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00:38:51

Salesforce Paid $2.1 Billion for His Company: Meet...

Run the Numbers ·

2026/06/18

In this episode of Run the Numbers, CJ sits down with Jake Kornreich, CFO of CoLab and former CFO of Own, live from the New York Stock Exchange. Jake breaks down the six-part framework behind Own’s $2.1B sale to Salesforce, why “control your destiny” matters, how CFOs should think about IPO readiness, board communication, share price theater, and why great finance leaders operate beyond the spreadsheet.—SPONSORS:Rillet is an AI-native ERP built for modern finance teams that want to replace NetSuite

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00:40:47

SoundCloud CFO Dan Bettes on Marketplace Liquidity,...

Run the Numbers ·

2026/06/15

In this episode of Run the Numbers, CJ sits down with Dan Bettes, CFO of SoundCloud, at the New York Stock Exchange. Dan breaks down how SoundCloud operates as a two-sided music marketplace, how he thinks about liquidity between fans and creators, and why great finance leaders need to make forecasting feel owned by the business—SPONSORS:Aleph is a modern FP&A platform built for teams that want more than another planning tool. By connecting your ERP, CRM, and other systems into one trusted data

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00:35:55

Bending Spoons S1: How Italy's Software Acquirer...

Run the Numbers ·

2026/06/11

In this episode of Run the Numbers, CJ breaks down Bending Spoons’ F-1 filing and the acquisition machine behind AOL, Evernote, Vimeo, Eventbrite, and more. He unpacks the company’s playbook: buy under-optimized digital businesses, transform operations, raise prices, reinvest earnings, and repeat — while asking the core question: how much was built, and how much was bought?—SPONSORS:RightRev is an automated revenue recognition platform that lets your product team ship new pricing without asking

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00:53:42

Vercel's CFO Marten Abrahamsen: Move Fast or Fall Behind

Run the Numbers ·

2026/06/08

CJ Gustafson sits down with Marten Abrahamsen, CFO of Vercel, at the NYSE to talk about running finance inside a hypergrowth AI company. They cover AI use cases in finance, rev rec, forecasting, KPI dashboards, PLG, consumption pricing, and Marten’s “speeding tickets vs. parking tickets” framework for moving fast without losing control.—SPONSORS:Brex is an intelligent finance platform with AI-powered agents that capture expenses automatically, enforce policy before the spend happens, and close your

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00:37:18

A CFO Explains Stock Exchanges

Run the Numbers ·

2026/06/04

In this episode of Run the Numbers, CJ breaks down how stock exchanges became the operating system of modern capitalism. From ship captains raising voyage money, to the Dutch East India Company’s first tradable shares, to coffee house traders, the Buttonwood Agreement, market crashes, Robinhood, and GameStop, this is the story of how markets turned ownership into something liquid, global, and very, very human.—SPONSORS:SpendHound cuts your SaaS and AI spend by up to 30% using real pricing benchmarks

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00:49:48

Zapier's CFO on Closing the Books in 5 Days, AI...

Run the Numbers ·

2026/06/01

In this episode of Run the Numbers, CJ sits down with Ryan Roccon, CFO of Zapier, to cover AI hiring standards, automating month-end close, measuring ROI on AI spend, and why determinism still beats agents most of the time.—SPONSORS:EY has been part of Silicon Valley since it was just a valley, helping the most successful names in tech go from startup to exit to megacap. With teams across strategy, tax, audit, and transactions, EY helps you get your financials right early, long before your investors

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00:49:47

Navan CFO Aurélien Nolf on Resource Allocation, IR,...

Run the Numbers ·

2026/05/28

In this episode of Run the Numbers, CJ sits down with Aurélien Nolf, CFO of Navan, to unpack how to pre-align before budgeting, how to think about portfolio construction inside a company, when to fund or kill internal bets, how IR is becoming more connected to FP&A, and where AI actually works inside finance teams.—SPONSORS:Rillet is an AI-native ERP built for modern finance teams that want to replace NetSuite and close faster. With revenue recognition, close management, multi-entity support,

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00:42:27

SpaceX Is Going Public: Here's Everything You Need to...

Run the Numbers ·

2026/05/25

In this episode of Run the Numbers, CJ breaks down SpaceX’s S-1, unpacking what the filing reveals about Starlink, xAI, X, common control accounting, revenue, losses, CapEx, and Elon Musk’s Mars-linked compensation structure.—SPONSORS:RightRev is an automated revenue recognition platform built for teams that have outgrown spreadsheets and billing tool workarounds. It handles high-volume subscriptions, usage-based contracts, and mid-cycle upgrades, so you can scale without scrambling at month-end

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00:42:41

5 Ways CFOs Can Build a Better Sales Engine with Paul...

Run the Numbers ·

2026/05/21

In this episode of Run the Numbers, CJ sits down with ParkerGale Operating Partner Paul Stansik to break down five ways CFOs can help build a better sales engine: making the budget mean something, improving forecasting, sharpening metrics, getting involved in key RevOps moments, and building real trust with sales.—SPONSORS:Aleph is a modern FP&A platform built for teams that want more than another planning tool. By connecting your ERP, CRM, and other systems into one trusted data layer with AI

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00:52:49

Figure CFO Macrina Kgil on Blockchain Lending,...

Run the Numbers ·

2026/05/18

In this episode of Run the Numbers, CJ sits down with Figure Technologies CFO Macrina Kgil to break down how Figure’s business model works, why traditional lending remains so bloated, and how speed in origination and funding flows through financial performance. They also cover stablecoins, blockchain as invisible infrastructure, AI in accounting, and scaling finance with fewer than 35 people.—SPONSORS:Brex is an intelligent finance platform that combines corporate cards, built-in expense management,

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00:46:40

Cerebras IPO: S1 Breakdown - The Giant Chip, the...

Run the Numbers ·

2026/05/14

Cerebras is going public with the largest commercial chip ever built, $510M in 2025 revenue, and a $24.6B backlog mostly tied to OpenAI. CJ breaks down the company’s wafer-scale AI bet, why inference changed the story, the strange customer-investor-lender relationships behind the IPO, and the big question: is Cerebras the next NVIDIA-style infrastructure winner, or a concentrated hardware company with a very expensive cloud pivot?—SPONSORS:SpendHound is a SaaS spend management platform built for

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345 results

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