12 quotes from 1 episode on Karma School of Business, each with a timestamped link to the source.
12 quotes1 episode
The short version
Jon Haas states that operational improvement replaced financial engineering as the primary engine for private equity returns. Modern buyouts face higher entry costs, forcing firms to generate alpha through hands-on business transformations.
Most interesting insights
A narrow minority of assets drives the bulk of private equity returns, making the asset class function remarkably similarly to venture capital.
“Private equity isn't baseball where batting averages tells the story. It's more similar, I think, in some respects to venture capital, or at least in one respect. Which is a relatively small number of investments often drive a disproportionate share of return.”
Jon Haas, Karma School of Business · August 2026 · Watch at 31:24 ↗
Pairing propensity-to-pay analytics with digital communication tools transforms an analog collections team into a targeted digital operation.
“Our thesis was that by investing in analytics, we could determine the next best action to contact each of our customers' debtors and prioritize those with the highest propensity to pay and transform the business from an analog operation into a digital one.”
Jon Haas, Karma School of Business · August 2026 · Watch at 16:09 ↗
Over the past 25 years, lower debt levels and high entry multiples eliminated easy buyout wins. Jon Haas pointed out that operational improvements remain the only reliable way to generate alpha today.
“When I entered the industry over 25 years ago, there was far more room to create returns through financial engineering…”
Jon Haas, Karma School of Business · August 2026 · Watch at 23:01 ↗
“I think the biggest change in private equity over the course of my career is that value creation has gone from being a differentiator to being the business itself…”
Jon Haas, Karma School of Business · August 2026 · Watch at 22:52 ↗
“We often joke at Clarion that lenders have taken the L out of LBO. Operational improvement is one of the very few sustainable sources of alpha that remain.”
Jon Haas, Karma School of Business · August 2026 · Watch at 23:38 ↗
Committees confuse temporary struggles with broken theses
Investment boards abandon strong assets at cyclical lows when they misdiagnose operational turbulence as a failed strategy. Jon Haas noted that telling the difference between the two protects investments during difficult periods.
“As investors, you constantly have to distinguish between a thesis that's broken and a business that's simply going through an exceptionally difficult period. If you can't tell the difference, you'll often abandon your best investments at precisely the wrong time.”
Jon Haas, Karma School of Business · August 2026 · Watch at 19:14 ↗
Committees approve safe consensus deals over unconventional models
Deal sponsors pitch standard industry roll-ups to protect their careers. Jon Haas observed that investment boards penalize businesses with customer concentration or complex spreadsheet models.
“It's often easier to approve the 20th roll up in a well-established industry than back a company with an unconventional business model. Or one that has customer concentration. Or a thesis that doesn't fit neatly in a spreadsheet.”
Jon Haas, Karma School of Business · August 2026 · Watch at 32:20 ↗
M&A advisers warned Jon Haas about customer concentration, an obscure Eastern European headquarters, and machine translation threats. Clarion Capital acquired the localization provider despite the consensus risks and generated an 8x return.
“The business had meaningful customer concentration. It was headquartered halfway around the world in a city most people couldn't find on a map. And many people believed that machine translation would eventually eliminate the need for human translators. So almost every advisor we spoke with focused on those risks.”
Jon Haas, Karma School of Business · August 2026 · Watch at 39:08 ↗
Clarion Capital turned an accounts receivable management asset around after facing simultaneous shocks: COVID-19 shutdowns, lost clients, and consecutive CEO exits.
The firm automated debtor outreach from virtually zero digital interactions at acquisition to roughly 90% via email, text, and ringless voicemail.
Twenty-five years ago, private equity generated outsized returns through lower entry valuations and cheap debt, allowing sponsors to win simply by buying well.
Modern buyouts face double-digit EBITDA multiples and larger equity checks, eroding the historical advantage of financial engineering.
Institutional LPs demand top-decile performance while penalizing individual portfolio write-downs far more severely than they reward outsized winners.
Investment committees systematically default to low-risk consensus, favoring a 20th sector roll-up over asymmetric targets with complex profiles like customer concentration.
Clarion Capital generated an 8x return and tripled EBITDA over three years on Czech localization provider Moravia by rejecting consensus risk assumptions.
M&A advisers flagged three deal-breakers: extreme customer concentration, an unfamiliar Eastern European headquarters, and the threat of machine translation destroying human localization.
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