Run the Numbers

$1B AI Finance: How CoreWeave’s CFO Built a Rocket Ship | Nitin Agrawal


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CoreWeave CFO Nitin Agrawal joins Run the Numbers to unpack the finance engine behind one of the fastest-growing AI infrastructure companies on the planet. CJ and Nitin dive into what it takes to build financial discipline in an environment where business models are being invented in real time, discussing the company’s 700% growth last year and massive first-quarter performance as a newly public company. They cover capex strategy, securitizing GPUs, managing billion-dollar revenue backlogs, and structuring incentives for hyperscale deals, all while keeping investors grounded and servers running at full tilt. If you want a front-row seat to finance in the AI arms race, this episode delivers.

SPONSORS:

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.

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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.

Sage Intacct is the cloud financial management platform that replaces spreadsheets, eliminates manual work, and keeps your books audit-ready—so you can scale without slowing down. It combines accounting, ERP, and real-time reporting for retail, financial services, logistics, tech, professional services, and more. Sage Intacct delivers fast ROI, with payback in under six months and up to 250% return. Rated #1 in customer satisfaction for eight straight years. Visit Sage Intacct and take control of your growth: https://bit.ly/3Kn4YHt

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.com

RightRev 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.

LINKS:

Nitin on LinkedIn: https://www.linkedin.com/in/nitin-agrawal-cloudcfo/

Company: https://www.coreweave.com/

CJ on LinkedIn: https://www.linkedin.com/in/cj-gustafson-13140948/

Mostly metrics: https://www.mostlymetrics.com

RELATED EPISODES:

The Art and Science of a Day-One IPO Pop with OneStream Software CFO Bill Koefoed

https://youtu.be/kYCn7XNkCBc

From Facebook’s Hypergrowth to Daffy’s Disruption: A CFO’s Playbook for Saying Yes

https://youtu.be/bRIZ6oNPGD0

TIMESTAMPS:

00:00:00 Preview and Intro

00:02:54 Sponsors – Tipalti | Aleph | Fidelity Private Shares

00:06:12 Interview Begins: Scaling CoreWeave

00:06:52 CoreWeave’s Pivot From Crypto to AI

00:11:41 Why CoreWeave Is Uniquely Positioned to Lead AI Infrastructure

00:13:32 Hiring for Both Scrappiness and Scale

00:16:01 Post-IPO Whirlwind: Acquisitions, Debt Raises, and 10-Year Deals

00:16:43 Sponsors – Sage Intacct | Mercury | RightRev

00:20:13 Managing Investor Expectations With Radical Transparency

00:22:39 Doubling Active Power in Six Months

00:25:19 Risk-Balanced Capital Deployment: Power First, GPUs Second

00:27:12 Financing GPUs With Delayed-Draw Facilities

00:29:38 CoreWeave Rated Platinum for GPU Cluster Performance

00:32:25 Compute as the Bottleneck for AI Growth

00:33:47 Explaining Revenue Backlog Shape & Timing

00:35:06 The Strength of Reserved Instance Contracts

00:36:07 Giving Tight but Honest Guidance

00:40:26 How Mega-Deals Require C-Suite Participation

00:42:19 Tackling Revenue Concentration Through Diversification

00:44:05 Building an AI-Only Cloud, Not a General-Purpose Cloud

00:46:27 Capital Markets Muscle: Raising Billions at Speed

00:47:47 Accounting Complexity in a Business With No Precedent

00:49:33 Even the CFO Must Unlearn Old Cloud Assumptions

00:51:29 Scaling Public-Company Processes in 90-Day Cycles

00:54:42 The Couch Fire vs. House Fire Framework

00:57:17 Balancing Risk Mitigation With Opportunity Seeking

01:00:30 No Downtime for ERP Changes During Hypergrowth

01:02:33 Why the Team Stays Energized Despite the Chaos

#RunTheNumbersPodcast #CFOInsights #Hypergrowth #AIInfrastructure #FinanceStrategy



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
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