Issue No. 41Week ending Sunday, October 11, 2026540 episodes · 2385 articles
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The Podcast Summary.

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Due diligence

Jon Apter on due diligence

9 quotes from 1 episode on Private Equity Funcast, each with a timestamped link to the source.

9 quotes1 episode

The short version

Financial sponsors complicate due diligence by running direct relationships with target founders, Jon Apter notes. Future M&A evaluations will also normalize quality of earnings reports for experimental AI token usage.

Most interesting insights

Acquirers in service businesses carefully manage diligence to ensure unbanked founders avoid feeling exploited.

“…what's really important with doing M&A at the size that we were is making sure that the other side who's oftentimes not banked doesn't feel like you're taking advantage of them because we're a people business.”

Jon Apter, Private Equity Funcast · October 2026 · Watch at 32:57 ↗

From Why Sponsors Must Step Back from Founder M&A Diligence

Integration succeeds when buyers ask leading questions and give new executives operational freedom.

“…if you're going to invest in bringing on people who are like you, you have to let them fly. You can't micromanage. You could train them and advise them and ask leading questions that might get them to where you want them to get to, but you have to give them a little bit of a leash.”

Jon Apter, Private Equity Funcast · October 2026 · Watch at 33:54 ↗

From Why Sponsors Must Step Back from Founder M&A Diligence

Top talking points

  1. Private equity sponsors alienate founders during direct diligence

    Sponsors excel at screening and quantitative analysis. Having financial backers conduct direct operational reviews sets a poor tone and complicates future integration.

    “…the private equity sponsor is really good at screening and can help run the analysis, but they should not be the ones building the relationships with the other side.”

    Jon Apter, Private Equity Funcast · October 2026 · Watch at 35:11 ↗

    From Why Sponsors Must Step Back from Founder M&A Diligence

    “…it does look a little weird and sets the wrong tone if the private equity sponsor is the one doing all of the diligence on the business because ultimately you got to figure out how to integrate them.”

    Jon Apter, Private Equity Funcast · October 2026 · Watch at 35:29 ↗

    From Why Sponsors Must Step Back from Founder M&A Diligence

  2. Quality of earnings reports will soon normalize AI expenses

    Companies previously celebrated employees with high software token usage. Future exit evaluations will normalize these experimental AI operational costs to establish baseline profitability.

    “Six months ago we were celebrating people who had the highest token usage…”

    Jon Apter, Private Equity Funcast · October 2026 · Watch at 48:12 ↗

    From Why Quality of Earnings Reports Will Soon Normalize AI Spend

    “I imagine when all these companies go to exit, there will be some normalization around AI spend in these quality of earnings reports…”

    Jon Apter, Private Equity Funcast · October 2026 · Watch at 50:48 ↗

    From Why Quality of Earnings Reports Will Soon Normalize AI Spend

3 more quotes from Jon Apter

“…talk about what makes your company different and get a founder excited that their equity might grow faster under your platform than on their own.”

Jon Apter, Private Equity Funcast · October 2026 · Watch at 32:33 ↗

From Why Sponsors Must Step Back from Founder M&A Diligence

“It's definitely not a cost cutting exercise right now…”

Jon Apter, Private Equity Funcast · October 2026 · Watch at 47:58 ↗

From Why Quality of Earnings Reports Will Soon Normalize AI Spend

“Getting the right governance around your data and the right AI usage put in place, that's what the consulting model is going to look like in the future.”

Jon Apter, Private Equity Funcast · October 2026 · Watch at 49:55 ↗

From Why Quality of Earnings Reports Will Soon Normalize AI Spend

Key takeaways from these write-ups

Why Sponsors Must Step Back from Founder M&A Diligence

  • Accordion completed 12 add-on acquisitions by shifting founder relationship management entirely away from private equity deal teams to internal operators.
  • Private equity sponsors excel at screening targets and quantitative analysis, but having sponsors run direct diligence alienates unbanked founders.

Why Quality of Earnings Reports Will Soon Normalize AI Spend

  • Accordion CFO Jon Apter notes that sponsor-backed companies are overspending on compute and software tokens, turning AI deployment into an immediate margin drag rather than an instant cost reduction.
  • Internal metrics inverted inside six months: firms that once celebrated employees with the highest token usage now audit those same users to halt unproductive API consumption.

How we attribute quotes. Every quote was matched against the episode transcript, so the words and the timestamp are real (we trim filler words like "um", nothing else). The name comes from our written summary of the episode, and we use it only when a separate check of the captions finds that person on the episode. YouTube gives us no voice-by-voice transcript, so open the timestamp to hear who is talking. See a wrong name? Tell us and we fix or remove it.

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