13 quotes from 4 episodes on Private Equity Funcast, each with a timestamped link to the source.
13 quotes4 episodes
The short version
Historical private equity outperformance came from cheap debt and rising multiples. Devin Mathews points out that out of nearly 10,000 transactions, large buyout funds produced zero deals generating a 10-times cash return.
Most interesting insights
Middle market companies benefit from hiring tactical analysts early in a buyout because high-profile marketing executives avoid tedious data and infrastructure tasks.
“If you got it wrong, you probably want to get it wrong that you just hired the demand gen analyst cuz they that first year that strategic CMO doesn't want to do the donkey work.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 22:39 ↗
Private equity boards place continuous top-down pressure on chief executives and financial officers to adopt AI tools.
“Here's the challenge every private equity management team is having right now and it falls on the CEO and CFO mostly is that they're being asked to do more AI, more AI, more AI.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 42:42 ↗
Historical returns relied on debt and multiple expansion
The bulk of past value creation came directly from sector picking, multiple expansion, and borrowed money. Devin Mathews cites Apollo estimates showing these financial strategies drove two-thirds of historical returns.
“His conclusion was most of what we call operational alpha really is just sector picking multiple expansion and debt.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 0:48 ↗
Large buyout funds produce zero ten-bagger returns
In a sample of nearly 10,000 private equity transactions, funds larger than $1 billion generated exactly zero deals returning 10 times the invested cash. Middle market funds capture all of these outlier returns.
“In almost 10,000 individual transactions of deals that were 10 times cash on return, zero of them came from large funds.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 38:05 ↗
The previous strategy of buying and loosely grouping companies for quick scale fails today. Buyers refuse to pay premium prices for cobbled-together platforms, forcing private equity sponsors to execute deep operational integration.
“You could get away with that probably till a few years ago. You can't get away with that anymore.”
Devin Mathews, Private Equity Funcast · August 2026 · Watch at 22:22 ↗
Middle market companies use automation to absorb new business volume. Devin Mathews expects businesses to hire fewer employees as they scale, keeping current finance and accounting teams intact.
“And given that you're dealing mostly with middle market, lower bene clients, it's not like we're going to take 10 people out of the finance and accounting department because we're automating things. In fact, you're probably more like, well, we just don't have to hire people as much as we get bigger.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 22:19 ↗
“The person you need in the first year to set that data foundation and the tech stack and get it all right and do all that really boring tedious stuff is the wrong person for the last few years of the investment.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 22:06 ↗
“The first page of the deck is the three to five things we need to believe to get the return we expected to get here and where we started, where are we today, and where are we on that path with the number and what does it look like at the end.”
Devin Mathews, Private Equity Funcast · September 2026 · Watch at 43:37 ↗
“This has never happened before in the history of private equity is certainly tech. You did tech diligence about halfway or middle of the way through for a B2B vertical SAS business, right?”
Devin Mathews, Private Equity Funcast · August 2026 · Watch at 26:25 ↗
PitchBook quantitative modeling shows that buyout outperformance is explained by sector selection, multiple expansion, and debt loads rather than operational value creation.
Buyout funds carry between 2.0x and 2.5x debt levels compared to public company averages of 1.3x to 1.5x, amplifying returns during sustained bull markets.
Private equity sponsors measure AI returns by tracking revenue per head over time rather than cutting existing payroll.
Mid-market portfolio companies run lean back offices, meaning automation absorbs new business volume instead of eliminating accounting and finance seats.
Static 100-day plans and 100-page value creation decks collapse quickly because underwriting assumptions rarely survive the first 90 days of operational reality.
Claymore Partners founder Lee McCabe argues that value creation plans must be five data-backed items reviewed and reset every quarter.
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