Invest Like the Best with Patrick O'Shaughnessy
Invest Like the Best with Patrick O'Shaughnessy

Brad Jacobs - Think Big and Move Fast - [Invest Like the Best, REPLAY]

Today, we are replaying my conversation with Brad Jacobs. Brad’s resumé is remarkable. He has founded seven companies, all of which are billion-dollar or multibillion-dollar businesses. He has done 500 M&A transactions and raised $30 billion dollars of debt and equity capital. Currently, he is t

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Episode Summary

Executive Summary: Patrick O'Shaughnessy interviews serial builder Brad Jacobs about how he creates billion-dollar businesses through scalable industries, disciplined M&A, rapid integration, and technology adoption. Jacobs argues that value comes from buying large, hairy deals at reasonable prices, standardizing operations fast, and aligning teams through trust, speed, and incentives.

Main Topics: Scalability as the core opportunity filter (Priority: 10/5): Jacobs only pursues industries that can become much larger through M&A and operating leverage. Disciplined M&A and integration (Priority: 10/5): He emphasizes buying at sensible multiples, doing deep diligence, and integrating immediately. People, trust, and seller psychology (Priority: 9/5): Deal quality depends on integrity, personal rapport, and understanding anxious sellers. Technology as an operating advantage (Priority: 9/5): He uses tech to automate work, improve service, and ensure his businesses are on the right side of trends. Thinking big and moving fast (Priority: 10/5): His culture prioritizes ambitious goals, quick decisions, and intense execution without recklessness. Capital allocation and Wall Street (Priority: 8/5): He values ROIC, spread between purchase and financing multiples, and candid investor communication. Meditation, thought experiments, and leadership mindset (Priority: 7/5): He credits meditation and imagination for maintaining creativity, perspective, and boldness.

Key Arguments: Scale is the main value driver; industries must be large enough for M&A-led growth. Buying at mid- to high-single-digit EBITDA multiples avoids perfection-priced risk. Integration should be immediate: one CRM, one HRS, one ERP, one dashboard, one KPI set. He prefers sellers he genuinely likes because integrity predicts post-deal outcomes. Large, hairy deals create the biggest returns if the risks are understood and fixable. Technology should be a friend; businesses on the wrong side of AI will be disrupted. Public markets matter because the spread between raise multiple and buy multiple drives value. Speed matters, but only when paired with discipline and clear operating controls.

Data Points: Companies founded: 7 - Brad Jacobs's stated resume at the start of the interview. M&A transactions: 500 - He says he and his teams have completed about 500 acquisitions. Debt and equity raised: $30 billion - Jacobs describes the scale of capital raised across his career. Age: 67 - He cites his age when discussing limited time and urgency. Days left estimate: 5,000 great days - He estimates remaining productive days based on lifespan assumptions. Acquisition speed: two weeks - He says he can get some deals done in about two weeks. XPO stock buyback drop: 26% - Stock fell sharply after a short-seller report, prompting repurchases. XPO buyback size: about $2 billion - He says XPO bought back roughly $2 billion of stock. Orbis buyback size: over a billion dollars - He cites Orbis as another major buyer during the dislocation. Buyback outcome: three times - Two years later, stock was about 3x the buyback price. Buyback profit: $6 billion - He calculates the value created from the repurchase trade. GXO size: over 200 million square feet - He describes GXO's warehouse footprint. GXO footprint: about 1,000 warehouses - He cites the scale of GXO's global warehouse network. RXO automation: 97% - He says brokerage matching/fulfillment is now almost fully electronic. XPO EBITDA growth: about $1 billion to about $2.5 billion - He describes pro forma EBITDA before and after integration/optimization. United Waste outperformance: 5.6x - He says it beat the S&P 500 by 5.6x from 1992 to sale. United Rentals share price start: $3.50 a share - He cites the stock price when he started at United Rentals. United Rentals recent share price: $435 - He says the stock had recently been around this level. T21 infrastructure idea: $600 billion - He references the amount he thought the government would spend in 1999. T21 loss: half a billion dollar loss - He says he lost about $500 million exiting the infrastructure-related business. Mentorship time: 51 years - He has meditated since age 16 and says he's missed almost no days. Public markets reaction: 8 and a fraction times EBITDA - He says XPO traded at this multiple before being split into three companies. Post-split multiples: 11, 12, 13 times - He says the three spun-off companies received higher valuation multiples. Book title: How to Make a Few Billion Dollars - The forthcoming book is repeatedly referenced as a distillation of his approach.

Pivotal Quotes: "Think big and move fast." — Brad Jacobs: He summarizes his operating culture and leadership philosophy. "Problems are your friend. Problems are your opportunities." — Brad Jacobs: He explains his view that value creation comes from solving hard problems. "When I integrate now, I rip off the Band-Aid." — Brad Jacobs: He describes his fast, standardized approach to post-acquisition integration.

Implications: Jacobs's framework suggests investors should favor operators who pair ambition with systems, and watch for how AI, capital intensity, and valuation spreads reshape future roll-ups.

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Conversations with the best investors and business builders in the world.

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