AI for Private Equity Vice Presidents: Directing Diligence, Boards, and Exits

The Job Changes at VP — the Tools Should Too

The technical skills of an associate — build the model, run the diligence checklist, draft the memo — are necessary but no longer sufficient at Vice President. The job becomes: decide what diligence actually matters and direct someone else to run it, defend an investment thesis in front of an investment committee, sit on a portfolio company's board as a strategic partner rather than an analyst, negotiate deal terms directly with counterparties and their counsel, and mentor the associates doing the work you used to do yourself. Multi-strategy platforms typically hire VPs into a specific fund strategy — a lower-middle-market buyout fund targeting roughly $15-40M EBITDA companies wants different judgment than an infrastructure or upper-middle-market fund writing $50-300M+ equity checks — but the shift in what the role actually demands, judgment and leverage over other people's work rather than personal execution, is consistent across strategies. Claude's usefulness shifts accordingly: less "build this model for me," more "help me direct, synthesize, and communicate faster so I can spend my time on the judgment calls only I can make."

Directing a Diligence Workstream, Not Running One

• "I'm directing due diligence on a $60M EBITDA specialty manufacturer, 8-week timeline to IC. I have 2 associates and 1 outside QoE advisor. Build a diligence workstream plan: (1) what should each associate own vs. what goes to the outside advisor; (2) the 5 questions that would actually kill this deal if answered badly, which should be front-loaded in week 1-2; (3) a weekly checkpoint structure so I can review synthesized findings rather than raw work product. Assume standard commercial, financial, and management diligence tracks."
• "An associate sent me their first draft of the quality-of-earnings summary for a portfolio company acquisition target. Here's their memo [paste]. Give me a structured critique: (1) what conclusions are well-supported by the underlying data vs. asserted without clear evidence; (2) what obvious adjustment categories are missing (one-time items, related-party transactions, revenue recognition timing); (3) three sharper questions to send back to them before I read the next draft, rather than rewriting it myself."
• "Synthesize these 6 expert call notes on the target's competitive position [paste] into a one-page IC-ready summary: consistent themes across calls, where experts disagreed and why that matters, and the two or three points that most change our view of the competitive moat versus what we assumed pre-diligence."

Board Materials and Portfolio Company Strategy

• "I sit on the board of a $40M EBITDA portfolio company, 2 years into a value-creation plan targeting margin expansion and a pricing initiative. Draft the board update structure for this quarter: KPI dashboard section, progress-vs-plan on each value-creation initiative with a clear on-track/at-risk/off-track flag, and a 'decisions needed from the board' section. I'll fill in the actual numbers — I want the structure and the sharpest version of the at-risk narrative first."
• "The CEO of a portfolio company wants board approval for a $15M add-on acquisition at 6.5x EBITDA, funded by an incremental term loan. Before I bring this to the board, help me structure the questions I should be asking management: integration risk, leverage impact on the existing credit agreement covenants, what happens to the original investment thesis if this doesn't work, and what the walk-away price should be if diligence surfaces issues."

Liquidity Events: Sale Processes and Recapitalizations

• "We're 4 years into a 5-year hold on a portfolio company, EBITDA has grown from $30M to $48M. Walk through the sell-side considerations: (1) full sale vs. dividend recapitalization vs. partial secondary sale — what does each do to fund-level IRR given we're already at 4 years; (2) what a buyer's diligence will focus on given the growth trajectory; (3) how to frame the equity story for a process — organic growth, margin expansion, and remaining white space, in that order of buyer-relevant strength."
• "Build a first-pass CIM narrative outline for a business services portfolio company: $180M revenue, $38M EBITDA, 82% recurring revenue, growing 11% organically. I want the structure — investment highlights, market position, growth strategy, financial summary sections — and a first draft of the investment highlights section specifically, which I'll then sharpen with points only someone who's lived with this company for 4 years would know to emphasize."
• "Compare a dividend recap now (at current 9x leverage capacity) against holding for a sale in 18 months at a projected higher EBITDA. Model both paths' effect on gross MOIC and IRR for the fund, given the time value of a partial realization now versus a larger realization later. What operational or market-timing risks would tip this decision one way or the other?"

Negotiation and Legal Document Support

• "Opposing counsel sent a redlined purchase agreement with 14 changes to the reps and warranties and indemnification sections [paste summary]. Categorize these into: (1) standard market-practice pushback we should just accept; (2) points worth a real negotiation because they meaningfully shift risk allocation; (3) points that are unusual enough to flag for outside counsel review before we respond. I'll make the actual negotiation calls — I want the triage done fast so I'm not reading boilerplate line by line."
• "Draft talking points for a call with the seller's advisor about a working capital true-up dispute: we calculated a $2.1M shortfall against the target working capital peg, they're disputing $800K of it related to a seasonal inventory build. Lay out our strongest argument, acknowledge where their position has some merit, and propose a reasonable middle-ground resolution I can offer if the call isn't going our way."

Mentoring and Associate Management

• "I need to give an associate feedback on a first-draft LBO model that has the right structure but several assumption errors (unrealistic exit multiple, no sensitivity on leverage). Help me frame feedback that teaches the underlying judgment — why the assumption is unrealistic and what would make it defensible — rather than just listing the errors. I want them to get better at judgment, not just fix this one model."
• "Design a 90-day onboarding plan for a new associate joining a lower-middle-market PE team: what technical skills to assess in week 1, what live deal work to assign by week 4 vs. week 8, and how to structure check-ins so I catch problems early without micromanaging."

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