Run the Numbers is a twice-weekly podcast about financial metrics and business models, designed for ambitious people operating tech startups. It's a collection of things host CJ Gustafson (CFO at Partstech and writer of Mostly Metrics) has learned and thought about in the trenches as a tech CFO.
This show is meant to serve as a playbook of sorts for the stuff CJ wishes he knew earlier in his career, both from experience and from copying people smarter than himself.
Topics frequently touch upon Startup SaaS Metrics, Annual Budgeting, Financial Forecasting, Headcount, Equity, Dilution, and Fundraising – and how all of these drive business performance and growth.
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Zuora’s COFO On Going Private and Pricing AI | Todd McElhatton
2026/10/01
In this episode of Run the Numbers, CJ sits down with Todd McElhatton, CFO of Zuora, for a deep cut on pricing, packaging, and value in the age of AI. They dig into how companies are figuring out whether to charge for AI at all, why token-based budgets are starting to sit alongside headcount budgets, and why AI may be increasing — not decreasing — the value of deep expertise.
—
SPONSORS:
Brex is an intelligent finance platform that combines corporate cards, built-in expense management, and AI agents to eliminate manual finance work. By automating expense reviews and reconciliations, Brex gives CFOs more time for the high-impact work that drives growth. Join 35,000+ companies like Anthropic, Coinbase, and DoorDash at https://www.brex.com/metrics
Abacum puts your actuals, forecasts, models, and business context in one place, so you can update the plan, run scenarios, and answer "why did this change?" without rebuilding the story from six spreadsheets and a Slack thread. Connect your source systems, keep models and assumptions aligned, and give leaders trusted answers while decisions are still being made. Go to abacum.ai/mostly-metrics.
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
Fidelity Private Shares gives founders the structure and simplicity to focus on what actually matters - building your company. If your startup needs a little extra support (and let’s be honest, who doesn’t need a little help now and then), then you’re in for a pleasant surprise with Fidelity. If you stay investor ready, you don’t have to get investor ready. Check out www.fidelityprivateshares.com
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Cloud Capital helps you say goodbye to on-demand rates for cloud. Committing more cuts the rate you pay for cloud infrastructure by 20–60%. Commit wrong and you pay for capacity you'll never use. Cloud Capital underwrites that risk, so you capture the savings of deeper commitments without locking in architecture or putting engineers on it. Go to www.cloudcapital.co
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: linkedin.com/in/todd-mcelhatton-2140761
Company: www.zuora.com
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Intro
1:15 Meet Todd
2:24 Debating Price
7:33 Is Software "Going Headless"?
9:18 Is AI Increasing the Value of Experts
9:58 Hiring Specialists vs. Generalists
16:49 Rethinking the Budget Envelope
26:56 Time to Value
31:20 Forward-Deployed Engineers
35:20 Parallels Between On-Prem-to-Cloud
36:10 Rethinking Strategy
37:07 Avoiding the Sunk Cost Trap
38:58 The Art of Pivoting
40:12 VMware
41:31 Experimenting With AI
42:33 What Private Boards Bring
43:13 Short-Term Pain
43:45 One-Way Doors vs. Two-Way Doors
44:57Long-Ass Lightning Round
45:04 Biggest Career Mistake
45:36 Advice45:56 Finance Tech Stack
46:43 The Craziest Thing Expense
#RunTheNumbersPodcast #AIforCFOs #FinanceLeadership #Zuora #GoingPrivate
LiveRamp’s CFO Rebuilt Pricing From Scratch | Lauren Dillard
2026/09/28
CJ sits down with Lauren Dillard, CFO of LiveRamp, whose path to the CFO seat ran through investor relations, communications, and even a year as interim CMO. They dig into why storytelling and influence matter as much as technical finance chops, how LiveRamp tore down and rebuilt its entire commercial model — collapsing 25+ usage metrics into 5 and inventing the "token" along the way.
—
SPONSORS:
Brex is an intelligent finance platform that combines corporate cards, built-in expense management, and AI agents to eliminate manual finance work. By automating expense reviews and reconciliations, Brex gives CFOs more time for the high-impact work that drives growth. Join 35,000+ companies like Anthropic, Coinbase, and DoorDash at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/lauren-russi-dillard-25502424/
Company: https://www.liveramp.com
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Cold Open
1:18 Intro
1:29 Meet Lauren Dillard
4:48 Lauren's Path to CFO
5:06 The "Wrong" Career Move
7:48 Why Storytelling Matters
9:41 Turning the Answer Into Action
10:33 People Plus AI
14:50 Pricing Is a Strategy Exercise
16:43 Rebuilding a Commercial Model
22:29 Simplifying Quote-to-Cash
23:29 Where the "Token" Came From
28:48 Selling a New Pricing Model
29:27 Balancing New Logos
30:17 Upmarket or Downmarket?
34:17 Where Finance and HR Disagree
36:07 The Biggest Mistake
38:23 Will It Make the Boat Go Faster?
42:27 Lessons from the NBA
44:25 Lauren's Biggest Misstep
46:27 Finance Tech Stack
47:42 Craziest Expense
#RunTheNumbersPodcast #AIforCFOs #FinanceLeadership #MasterworksArt #ContextEngineering
The NScale IPO | A Neocloud S1 Breakdown
2026/09/24
Nscale just filed its S-1 to go public on the NYSE — and it might be the wildest IPO filing of the year. This UK-based "NeoCloud" is only 2 years old, is gross margin negative, started life as a crypto miner, and has somehow locked up over $100 billion in contracted value from Anthropic and Microsoft. CJ breaks down the entire S-1 line by line: what a NeoCloud actually is, how Nscale's "power to token" strategy works, why Nvidia shows up as its supplier, investor, guarantor, AND customer, and whether this is a durable business or a well-timed arbitrage on the AI compute shortage.
—
SPONSORS:
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform that combines corporate cards, built-in expense management, and AI agents to eliminate manual finance work. By automating expense reviews and reconciliations, Brex gives CFOs more time for the high-impact work that drives growth. Join 35,000+ companies like Anthropic, Coinbase, and DoorDash at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Company: https://www.nscale.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Cold Open
0:53 Intro: Nscale Files to Go Public
2:40 WTF Is a NeoCloud?
4:11 The 5 Layers of the AI Stack
5:55 Landlord vs. Hotel: Nscale's Two Businesses
7:21 How Take-or-Pay Contracts Work
8:28 Sponsor Break
11:43 Breaking Down the Financials
15:37 What's a Contract Actually Worth?
18:45 Is This Just Nvidia Vendor Financing?
20:58 Sponsor Break
22:54 Medium-Term Arbitrage or Durable Company?
24:30 5 Potential Red Flags
27:08 How Does the CEO Get Paid?
28:04 Who's on the Board?
28:26 Is This the CoreWeave of the UK?
31:09 Miscellaneous Filing Oddities
33:31 Final Take
#Nscale #IPO #NeoCloud #S1Breakdown #AIInfrastructure
How Media Actually Makes Money | Blake Saunders
2026/09/21
In today’s Run the Numbers, CJ sits down with Blake Saunders, founder and managing director at Core Advisors (an investment bank focused on media) and founder of The Joint, to go deep on how media companies actually make money — and how that's changing fast.
If you're anywhere near advertising, media, or content monetization, this one's a masterclass.
—
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform that combines corporate cards, built-in expense management, and AI agents to eliminate manual finance work. By automating expense reviews and reconciliations, Brex gives CFOs more time for the high-impact work that drives growth. Join 35,000+ companies like Anthropic, Coinbase, and DoorDash at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: linkedin.com/in/blakesaunders
Company: https://coreadvs.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Cold Open and Intro
1:17 Welcome Back: Meet Blake Saunders
3:11 What Does "Media" Even Mean Today?
3:24 AI and LLMs
6:13 How Media Companies Make Money
7:32 Subscriptions vs. Ads vs. Events
8:54 Why Events Are the Riskiest Ad Dollar
9:48 B2B vs. B2C
14:25 Why Advertising Gets Such a Bad Rap
17:58 The Hulu Paradox
20:50 Built to Hold vs. Built to Sell
27:10 Content Decay and the Monetization Mismatch
29:08 Are IP Libraries Becoming Valuable
34:39 How Big-Name Podcast Deals Get Structured
37:50 Bundling, Unbundling, and Subscription Fatigue
39:08 The Bending Spoons Trade
40:20 Inside a Private Equity Value Creation Plan
41:56 The Content-to-Commerce Playbook
44:50 How Narrative-Driven Is Media M&A?
46:49 7 Moments a Deal Feels Dead
49:00 Farewell
How to Sell Your Company: A Multi-Time CFO's Full Playbook | Rick Smith
2026/09/17
CJ sits down with multi-time CFO Rick Smith, founder of Bonfire Advisory and author of Six Months to the Sale, to break down what actually happens when you sell a company. They cover why buyers value some businesses on ARR and others on EBITDA (and why being slightly profitable can hurt you), how to negotiate banker fees, what buyers find when they dig into your balance sheet, and why every cap table Rick inherits is wrong.
—
SPONSORS:
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: linkedin.com/in/rick-smith-906939
Company: https://www.linkedin.com/company/bonfire-advisory
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
1:21 Meet Rick Smith and "Six Months to the Sale"2:44 Why Teach M&A Through Fiction4:26 CEO/CFO Tension7:08 Botching the Announcement8:15 How Staff Really React9:18 When Personal Life Collides With a Deal13:50 ARR vs. EBITDA17:58 What to Optimize Before a Sale18:50 Churn and Contract Renewal20:43 Strategics vs. PE27:46 Investment Banker Fee Structures29:09 What's Negotiable29:56 The Realtor Problem34:53 Big 4 vs. Regional Firms for Audit and QoE35:47 Negotiating Accounting Fees37:47 Deferred Revenue41:23 Warrants, Options, and Carta Cleanup44:02 QSBS: What CFOs Need to Know45:28 Quality of Earnings: Who Pays and Why47:44 What a QoE Actually Digs Into51:22 Why Deal Momentum Is So Hard to Stop53:47 The Waterfall58:19 Who Keeps Their Job61:31 Why Selling CFOs Feel Intimidated62:56 Prospect Theory65:28 Where to Find the Book
#RunTheNumbersPodcast #MandA #CFOLife #SellingACompany #QualityOfEarnings
Masterwork’s CFO Runs 12 AI Agents at Once | Nigel Glenday
2026/09/14
CJ Gustafson sits down with Nigel Glenday, CFO and COO of Masterworks, to talk about how AI is actually changing day-to-day finance work. They cover why context matters more than model choice, how Nigel runs a dozen Claude Code terminal sessions at once, and how his team solved a 300,000 K-1 problem with Python instead of a $300K tool. Plus: a detour into the 2026 art market and what securitizing fine art teaches you about scarcity and pricing power.
—
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform that combines corporate cards, built-in expense management, and AI agents to eliminate manual finance work. By automating expense reviews and reconciliations, Brex gives CFOs more time for the high-impact work that drives growth. Join 35,000+ companies like Anthropic, Coinbase, and DoorDash at https://www.brex.com/metrics
EY works with high-growth tech companies to navigate the messy realities of scaling—from regulatory requirements to IPO readiness. By helping teams get it right early and often, EY lets founders stay focused on building while reducing risk as they grow. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: linkedin.com/in/nglenday
Company: https://www.masterworks.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
RELATED EPISODES:
Nigel's Previous Episode: https://www.youtube.com/watch?v=zfmqwIzM0P4&t=9s
—
TIMESTAMPS:
2:04 The Dinner Story: AI as Leverage
7:27 AI and the Value of Human-Curated Creativity
12:16 Why Context Beats Intelligence
14:11 What "Context" Actually Means for AI
16:50 Building a Knowledge Map
18:50 Why CFOs Are Uniquely Positioned to Encode Context
21:36 Making Data Cheap to Access
28:55 Claude Code Over the Web App
30:49 Building "The A-Team"
35:24 Solving 300,000 K-1s with AI and Python
42:26 Asking Better Questions Segment
42:50 Adopting Campfire
44:20 When Human Writing Beats AI
#RunTheNumbersPodcast #AIforCFOs #FinanceLeadership #MasterworksArt #ContextEngineering
How Oura Built a $1.4 Billion Business Around a Tiny Ring
2026/09/10
How did Oura turn a tiny piece of wearable hardware into a $1.4 billion business? CJ breaks down the numbers behind Oura’s IPO filing and the surprisingly powerful business model hiding behind the ring.
—
SPONSORS:
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Oura Files S1
2:24 Key Revenue Stats
3:35 Revenue Per Ring
4:14 Gross Margin Breakdown
5:31 The Weird $924M "Net Loss"
6:11 Adjusted EBITDA and Cash Position
7:20 Headcount and Bankers
11:01 What Oura Actually Does
13:46 Go-to-Market Channels
15:57 Why Oura Rejects the "Fitness Tracker" Label
16:49 Who's Actually Buying It
21:26 Global Penetration Is Still Low
21:54 The $84M Battery Problem
22:56 Aggressive Growth Spend
24:16 Samsung's Patent Complaint
25:00 The Sleep Accuracy Class Action
25:17 Former CEO Lawsuit
25:52 Customer Concentration Risk
26:31 Supply Chain and Tariff Exposure
27:07 Clean Governance, No Material Weaknesses
27:20 The Cap Table
27:44 Oura's Massive Stock Buybacks
29:29 The RSU Vesting Mechanics
30:34 Tax Withholding on Settlement
31:07 Valuation: $16B at 11x Revenue
31:34 Who Do You Comp Oura To
32:34 Miscellaneous Filing Details
33:14 Final Take
What 20 Years of Software Investing Says About AI | Matt Hedberg
2026/09/07
In this episode of Run the Numbers, CJ sits down with Matt Hedberg, a sell-side equity analyst at RBC who has covered software for more than 20 years. They break down how AI compares to the cloud transition, why traditional software moats are changing, what separates management teams that will actually capitalize on AI, and why cash, customer relationships, data, and technical leadership matter more than ever.
—
SPONSORS:
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/matt-hedberg/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
RBC Capital Markets: This content is based on information available at the time it was recorded, and is for informational purposes only. It is not an offer to buy or sell, or a solicitation, and no recommendations are implied. It is outside the scope of this communication, to consider whether it is suitable for you, and your financial objectives. For Required Conflicts Disclosures, see: https://www.rbccm.com/GLDisclosure/PublicWeb/DisclosureLookup.aspx?entityId=1. For Disclaimer, see: https:/www.rbccm.com/en/policies-disclaimers.page.
Andy Ellis: How to Lead Without Becoming the Hero, the Villain, or the Bottleneck
2026/09/03
In this episode of Run the Numbers, CJ sits down with leadership coach and former Akamai executive Andy Ellis. They break down why being indispensable can actually hurt your career, why managers shouldn’t automatically replace someone who leaves, how hero-villain thinking leads to bad decisions, and what great delegation and leadership actually look like.
—
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/csoandy/
Company: https://www.csoandy.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Jero and Villain Stories
1:43 Welcome to Run the Numbers
2:53 Andy's Book: 1% Leadership
7:44 Rule 1: Don't Replace People Immediately
14:04 Rule 2: Don't Become Indispensable
16:02 How Andy Learned to Speak Finance
22:35 Rule 3: Don't Tell Yourself Hero/Villain Stories
26:59 The 5K Race Mindset Shift
31:01 Rule 4: Don't Overspecify Delegation
35:59 Rule 5: Don't Obsess Over Your Strengths
38:23 The Six Leadership Disciplines
43:45 The Vendor Rebuff Email
47:45 Why Leaders Avoid Saying No
50:28 Story: The Guinness Bartender Promotion
53:52 When Metrics Get Gamed
54:11 Asking Better Questions Segment
59:07 Where to Get the Book
40 Years of IPOs with Jay Ritter: What the Data Actually Says
2026/08/27
In this episode of Run the Numbers, CJ sits down with Jay Ritter. They break down what Apple, Nvidia, the dot-com boom, and today’s AI giants can teach us about IPOs, why companies leave money on the table on day one, why firms stay private longer, and what the data actually says about long-term IPO performance.
—
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/jay-ritter-1323861/
Company: https://www.ufl.edu/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Preview and Intro
3:10 Meet Jay Ritter, Mr. IPO
4:02 The Original 1983 Question
5:08 PCs, Internet, and AI Compared
9:36 Network Effects
14:46 Sitzfleisch: Outlasting the Field
16:10 Where Have All the IPOs Gone
23:29 IPOs as Relationship-Building
26:31 Why Investors Tolerate Founder Control
29:16 Dual-Class Stock's Origins
30:21 How Jay's Thinking Evolved
31:36 Why Boards Don't Get Angry
34:39 Banks' Real Client: Institutions
37:08 Book Building
38:56 Why Direct Listings Haven't Taken Over
39:57 What Goldman Is Really Selling
41:57 Sentiment vs. Long-Term Performance
43:13 Does Staying Private Help Society
49:35 Asking Better Questions with EY
52:12 Are Markets Efficient
How AI Is Rewriting Product-Market Fit, Pricing, and Go-to-Market
2026/08/24
CJ sits down with Rebecca Schwartz of Tabs, Fred Havemeyer of Fleet AI, and Rahul Rekhi of Rogo for a live conversation about what it actually takes to build an AI-native company.
—
SPONSORS:
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
https://www.tabs.com/
https://fleetai.com/
https://www.rogo.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Preview and Intro
1:16 Welcome to Run the Numbers
3:17 Meet the Panel: Rebecca, Fred, Rahul
9:52 How Rogo Found PMF
13:47 How Tabs Found PMF
14:51 Growth Rates: Headcount and Revenue
16:23 The Real Hiring Constraint
17:21 What "Forward Deployed" Actually Means
18:53 What's Blocking AI Adoption Now
20:19 How Sales Hiring Has Changed
24:34 How Go-to-Market Has Changed
25:28 Pricing Models: Then vs. Now
28:18 Tabs' Pricing Evolution
29:20 What the Finance Team Looks Like
31:00 How Far You Can Push Outsourced Accounting
32:43 Managing AI Gross Margins
35:07 The North Star Metric for AI Companies
37:02 Token Spend vs. Per-Seat Pricing
39:34 Asking Better Questions: What Counts as ARR
41:38 Biggest Bug in Cash to Collections
43:05 Closing Advice for Founders
The Stripe Guide to Pricing, Billing, and Quote-to-Cash with Wisam Hirzalla
2026/08/20
In this episode of Run the Numbers, CJ sits down with Wisam Hirzalla, Head of Product at Stripe Billing, to trace the full journey of a dollar—from product packaging and pricing through quoting, contracts, billing, tax, collections, and revenue recognition.
—
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 start asking for it. You build the next big thing, and EY will help you build it right. Learn more at https://www.ey.com/techstartups
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/wisam-hirzalla-9b20a91/
Company: https://stripe.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 What Drives Billing Downstream
1:41 Welcome to Run the Numbers
2:37 Wisam's Path to "Queen of Billing"
4:55 What Head of Billing at Stripe Entails
5:45 Defining Quote-to-Cash
7:50 Layer 1: Pricing and Packaging Mistakes
14:46 Pricing Models Rising Because of AI
18:11 Layer 2: Inside a Quote
19:27 Why Enterprise Deals Get So Messy
24:38 Layer 3: Contracting
27:21 Layer 4: Billing
30:15 Why Usage-Based Billing Is So Complex
34:51 Tokens as a Pricing Unit
36:57 Billing's Move Out of the ERP
39:53 Layer 5: Provisioning and Entitlements
43:36 Layer 6: Tax
44:27 Layer 7: Getting Paid
48:18 Layer 8: RevRec
50:52 When Billing Stopped Being Back Office
51:47 Asking Better Questions Segment
52:28 Will AI Replace Finance Jobs
The CFO-COO Is Coming: Meredith Finn of Front on the Future of Finance
2026/08/17
Front CFO & COO Meredith Finn joins CJ to explain why finance leaders are taking on more of the operator’s job. They break down the CFO-COO dual mandate, how Front funds new bets inside a mature SaaS business, why AI requires more coordination than simply handing everyone new tools, and how finance teams should think about the growing cost of AI.
—
SPONSORS:
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/meredithfinn1/
Company: https://front.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
RELATED EPISODES:
Adam Swiecicki - CFO of Rippling
https://youtu.be/JyGJVpmZNac
Aurélien Nolf - CFO of Navan
https://youtu.be/siwzJSRXAvY
—
TIMESTAMPS:
0:00 The CFO/COO Dual Mandate
1:45 Welcome to Run the Numbers
2:52 Front's In-House Podcast Studio
3:41 Meredith's Investment Thesis on Front
7:21 The "Portfolio Career" Analogy
8:35 What She Had to Unlearn as an Operator
13:13 Books on Strategy vs. Execution
16:17 When a CFO Should Also Be COO
18:27 What the COO Hat Actually Covers
20:20 Where the Two Roles Conflict
25:42 Budgeting for AI Token Costs
29:16 Using Internal Usage as a Benchmark
35:40 Funding a Series A Bet Inside a Series D Company
38:04 Sizing Bets: Core, Adjacent, Moonshot
40:04 The Secret to Re-Accelerating Growth
41:46 Going Deeper, Not Wider
43:18 What the Pricing Overhaul Taught Her
47:30 Why Customer P&L Matters
50:11 Lightning Round Begins
51:32 Advice to Her Younger Self
52:33 Front's Finance Tool Stack
53:21 Craziest Expense Ever
#RunTheNumbersPodcast #CFOLife #FinanceLeadership #AIinFinance #SaaSGrowth
Xero’s CFO: Why Finance Is Taking On More of the Business
2026/08/13
In this episode of Run the Numbers, CJ Gustafson sits down with Xero CFO Claire Bramley to discuss how the CFO role is expanding beyond finance into strategy, operations, transformation, and technology. Claire also shares how she builds teams around her weaknesses, what small businesses actually want from AI, and why she views diversity as a business performance decision.
—
SPONSORS:
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
Guest: https://www.linkedin.com/in/claire-bramley-133b7174/
Company: https://www.xero.com/
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
TIMESTAMPS:
0:00 Preview and Intro
3:00 Xero and CJ's History With It
4:12 Xero's Size and Scale Today
5:10 The Expanding CFO Role
7:06 Hiring Experts You're Not
8:47 Imposter Syndrome
11:00 Getting Better at Asking Questions
15:04 Asking the "Stupid Question"
16:21 Finance as the Corporate Junk Drawer
17:48 The Trial Period Idea
18:24 Tripwires: Leading Indicators for CFOs
25:35 AI Hype vs. Main Street Reality
26:44 What Small Business Owners Actually Want
28:45 What Big Corps Underestimate
31:10 Trust as a Competitive Moat
33:45 Why the Line Is Thinner for Small Biz
35:12 AI Inside Claire's Finance Team
37:23 AI for Investor Relations
39:28 Diversity as Capital Allocation
42:07 A Decision Diversity Changed
44:45 Lightning Round Begins
46:06 Advice to Her Younger Self
48:49 Craziest Expense Ever
#RunTheNumbersPodcast #CFOLife #FinanceLeadership #AIinFinance #WomenInFinance
A CFO Explains Private Jets
2026/08/10
On this episode of Run the Numbers, CJ and Ben trace corporate private jets from Sam Walton’s scrappy two-seater to Alex Karp’s $17 million jet bill. They break down when flying private actually makes business sense, how jets hit the balance sheet, the tax and accounting implications, what companies disclose to investors, and when executive travel crosses the line from productivity tool to corporate excess.
—
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 scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj
Maximor is an autonomous finance platform that runs order-to-cash, procure-to-pay, the close, cash management, and reporting on self-learning agents instead of a dozen disconnected tools. One PE-backed customer posts 98% of transactions directly to its ERP, with the remaining 2% routed to a human for review. You pay for outcomes, not seats. See it at https://www.maximor.ai/
Brex is an intelligent finance platform with AI-powered workflows that enforce expense policies at the point of sale, match receipts automatically, and reduce month-end close from weeks to hours. Thousands of companies, including Anthropic, Coinbase, and DoorDash, already run on Brex. Stop asking A-level finance talent to do B-level admin work. Learn more at https://www.brex.com/metrics
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 never set foot in. Companies like Anthropic, Notion, and Vanta already trust Anrok to stay ahead of rules that move faster than any spreadsheet can. Talk to a sales tax expert for a personalized exposure estimate at https://www.anrok.com/rtn
RightRev is a revenue recognition platform built for the AI economy, helping finance support usage-based pricing, credits, hybrid contracts, seats plus consumption, and whatever commercial model comes next. It gives product teams the freedom to keep innovating without outdated revenue systems slowing them down. Learn how RightRev can help at https://rightrev.com/cj
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 keep equity clean and stay focused on building. Learn more or request a demo at https://pulley.com/mostlymetrics
—
LINKS:
Mostly Talent: https://mostlymetrics.typeform.com/to/cLTxtAsN
CJ: https://www.linkedin.com/in/cj-gustafson-13140948/
Mostly metrics: https://www.mostlymetrics.com
—
RELATED EPISODES:
Jersey Mike’s IPO: The $4.2B Sandwich Machine
https://youtu.be/ZL6AbqHI-0g
—
TIMESTAMPS:
0:00 Fly Like a G6
0:29 $17M on jets: Alex Karp guess
1:16 Sam Walton starts it all
2:49 The yellow legal pads
4:37 Walmart Aviation founded (1968)
5:14 Piston to Bombardier jets
6:51 Walmart's modern jet fleet
8:13 Where it hides in SEC filings
9:25 SEC Reg S-K Item 402
13:37 Gulfport Energy scandal
14:42 Tyco: Kozlowski & Schwartz
16:57 When jets are actually useful
17:55 P&L vs. balance sheet treatment
18:40 PP&E and depreciation basics
19:04 Off-balance-sheet leases
19:28 The chartering loophole
19:54 "Uber Jet" fractional ownership
23:14 How activists hunt jet spend
23:36 Flight registries & tail numbers
24:13 Jack Sweeney vs. Elon Musk
25:00 What top companies spend
25:18 Walmart's fleet is #1
26:17 Charter vs. lease vs. own
29:02 Should we care? 3 angles
30:06 Angle 2: opportunity cost
30:59 Angle 3: company size
31:42 General Electric's shadow jet
32:50 Back to Alex Karp
34:02 Credits
#RunTheNumbersPodcast #PrivateJets #CorporateFinance #ExecutivePerks #CFOLife
Podcast reviews
Read Run the Numbers podcast reviews
4.9 out of 5
68 reviews
★★★★★
mladipo 2025/12/31
Best podcast to actually understand how to run the numbers.
This is the first podcast I’ve rated because CJ is definitely worth it. The only podcast that makes me love my work in finance and the people that do ...
★★★★★
znanakkekkdmckdfkgl 2025/03/12
🐐
CJ is goated. Thanks for all the knowledge bombs
★★★★★
The FP&A Guy 2024/04/08
Awesome
Great host and great podcast. CJ has an amazing way of helping others understand SaaS and tech.
★★★★★
PJ2345 2024/03/22
Solid Gold
My good friends at Virtua Research recommended this podcast to me an I’m addicted. There is usually some nugget, tip or tactic that I learn that I ca...
★★★★★
Niko Koutovides 2024/01/03
Must-listen
CJ does an excellent job communicating insightful financial topics in an easy-to-understand, funny way. You can tell he spends a significant amount of...
★★★★★
Too many pucks to the head 2024/01/03
Applicable to any role in SaaS
If you are trying to have a 360 degree view of how your business is run this podcast is for you. Highly suggest for anyone in any position (this is co...
★★★★★
The_MayorP 2024/01/03
Fantastic content and host
Really insightful content, always learning something and useful tips to apply in my career.