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

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Dec 4, 2025

Guest

Nitin Agrawal

Nitin Agrawal, Chief Financial Officer of CoreWeave, discusses the rapid financial growth of his company, which transitioned from crypto mining to AI infrastructure. He shares insights on building financial discipline amidst hypergrowth and managing substantial revenue backlogs. Nitin highlights the innovative capex strategies for securing power before GPU investments and explains the importance of radical transparency with investors. The conversation also covers major acquisitions, the dynamics of large deals, and how CoreWeave differentiates itself in the competitive AI landscape.

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ADVICE

Manage Guidance With Radical Transparency

Be explicit about the operational boundaries and variables that move guidance up or down.
Use transparency with sell-side and buy-side analysts to educate them on lumpy, supply-constrained timing.

insights

INSIGHT

Expect Chunky Backlog Behavior

Revenue backlog grows lumpy because CoreWeave signs outsized, 10-figure contracts that don't follow normal pipeline curves.
Backlog can decline quarter-to-quarter as large bookings convert to recognized revenue.

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ADVICE

Compensate For Behavior, Not Just Deals

Design sales incentives to encourage desired behaviors and diversification, not just reward big-ticket closures.
Segment mega strategic deals for senior leaders and prioritize broader customer diversification initiatives.

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CoreWeave's Origin and Crypto Pivot

05:34 • 1min

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Founders' Risk-Balanced Approach

06:50 • 5min

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Building Structure Amid Hypergrowth

11:40 • 4min

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Post-IPO Activity and Capital Moves

Managing Investor Expectations Transparently

20:17 • 4min

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Power, Active Capacity, and Execution Risk

24:00 • 13sec

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Capital Deployment: Power First, GPUs Later

24:13 • 3min

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Financing GPUs with Delayed-Draw Facilities

27:13 • 3min

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Collateralizing Chips and Performance Differentiation

30:40 • 2min

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Key Metrics: Backlog, Active Power, Adjusted Operating Income

32:30 • 4min

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Revenue Backlog: Lumpy, Large, and Predictive

36:08 • 4min

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Compensation for Mega Deals and Segmentation

40:20 • 4min

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Diversification Strategy and Weights & Biases Acquisition

44:49 • 34sec

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Building the Finance Team for CapEx Intensity

45:22 • 10min

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Tooling, ERP Choices, and Scaling Processes

55:30 • 3min

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Short-term Fires Versus Structural Risks

58:30 • 4min

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Balancing Risk and Opportunity as CFO

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.

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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

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