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The Disruption Column: Adding AI Exposure to the Investment Committee Memo ai disruption ai in pe ic memo risk underwriting value creation Oct 29, 2026

Investment committee memos have a stable anatomy. Thesis, market, competition, financials, management, value creation plan, risks, exit. The risk section has grown over the years by accretion. Cyclica...

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Underwriting the AI-Native Target: Six Questions the Model Does Not Ask ai in pe ai valuation diligence moats technology investment underwriting value creation Oct 26, 2026

A target arrives on the desk describing itself as AI-native. Revenue is growing at ninety percent. Gross margin is sixty-two percent, which is lower than software but higher than services. The founder...

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The Data Room Reads Itself Now: AI in Due Diligence, and What It Still Cannot See ai in pe data room diligence due diligence underwriting value creation Oct 22, 2026

The data room used to be a reading problem. Four thousand documents, six weeks, three junior analysts, and a partner who wanted the summary on Friday. Whatever got missed got missed, and the reps and ...

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The Sourcing Machine Nobody Audits: What AI Deal Origination Actually Changes ai in pe deal sourcing origination proprietary deal flow underwriting value creation Oct 19, 2026

Every mid-market fund now runs some version of the same pitch internally. We will use AI to widen the funnel. We will screen more companies, faster, on more signals, and we will find the ones our comp...

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Can You Insure Elon Musk? The World's Biggest Key-Person Risk corporate governance key person risk operating partner private equity succession planning value creation Oct 18, 2026

Key-person risk is the danger that a company's value depends on one individual, and Elon Musk is the largest example the modern market has ever produced. SpaceX told regulators in writing this year: "...

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Nobody Practises Private Equity: The Case for a Simulator capital allocation pe simulator private equity simulation training value creation Sep 26, 2026

Pilots train in simulators before they carry passengers. Surgeons practise before they operate. Traders run paper books before they run real ones.

Private equity has no equivalent. People learn to al...

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Plans Do Not Fail on the Arithmetic: The Third Thing Nobody Diligences geom growth leadership portfolio company private equity value creation Sep 19, 2026

When a value creation plan fails, the post mortem almost always lands on the plan. The assumptions were optimistic. The market moved. The diligence missed something. The timing was unfortunate.

Occas...

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The Industrial Energy Transition Lens: Beyond Climate Tech, Into Hard Infrastructure energy transition esg frameworks industrial infrastructure mid-market value creation Sep 07, 2026

The energy transition story in private equity has been dominated by a category that captures the imagination but represents a small fraction of where the actual capital needs to flow. Climate tech, de...

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If It Cannot Tell You How to Measure It, It Is Not a Framework frameworks measurement private equity total value creation tvc value creation Sep 05, 2026

Most value creation frameworks are lists. Five levers, seven pillars, ten plays. They are satisfying to read, easy to present, and they fail in the same way every time.

They tell you what you could d...

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Defense Tech and Dual-Use: A Private Equity Category Worth Serious Reframing defense tech dual-use esg frameworks geopolitics government contracting value creation Sep 03, 2026

For most of the past decade, defense and defense-adjacent technology sat in the exclusion column of mainstream private equity. The reasoning was familiar. ESG screens flagged the category. LPs preferr...

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The Internal Operator Bench: Why Funds Need More Than Talent Networks capability building fund strategy governance operating partners talent value creation Aug 31, 2026

Most private equity firms have a talent network. They maintain relationships with executives across industries, function specialists who can be deployed for specific projects, advisors who can be brou...

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The Ninety Second Test: Why Your Value Creation Bridge Does Not Close coppe lbo moic private equity value attribution value creation Aug 29, 2026

Here is a test you can run on any value creation deck in about ninety seconds. Find the page that explains where the return came from. Add up the components. Compare the total to the equity proceeds a...

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PE Boards That Actually Work: From Performance Theatre to Strategic Counsel board composition frameworks governance operating partner pe boards value creation Aug 27, 2026

Most private equity portfolio company boards are performance theatre. The format is familiar. A monthly or quarterly meeting. A management presentation that tracks against the value creation plan. A d...

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The Operating Partner and CEO Compact: Why It Has to Be Written accountability ceo frameworks governance operating partner partnership value creation Aug 24, 2026

The most important relationship in any private equity portfolio company is between the operating partner and the CEO. It is more important than the relationship between the deal partner and the CEO, m...

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The CFO Upgrade Question: When the Person Who Got You Here Is Not the One Who Gets You There cfo upgrade finance governance operating partner succession talent value creation Aug 20, 2026

The first major talent decision in most private equity deals is what to do about the CFO. The decision is not always conscious. It is sometimes triggered by a clear signal from the management team tha...

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