AI for Growth Equity Vice Presidents: Sourcing, Diligence, Boards

Owning the Thesis, Not Just Running the Diligence

The transition from growth equity associate to Vice President looks similar to the same transition in buyout PE and venture — the job shifts from analysis to ownership. But the substance of the judgment is different, because growth equity deals rarely use meaningful leverage: a VP here isn't spending time on debt capacity and covenant negotiation, they're spending it on whether a growth rate is actually durable, whether unit economics are improving or quietly deteriorating under a strong topline number, and how to help a portfolio company's management team scale go-to-market without breaking what's working. A growth equity VP typically owns a sourcing thesis in a specific vertical, leads diligence and negotiates structure on deals they champion, sits on portfolio company boards, and mentors the associates doing the underlying unit-economics work.

Owning a Sourcing Thesis

• "I'm building a sourcing thesis in vertical software for skilled-trades businesses (HVAC, plumbing, electrical) — field service management and payments infrastructure specifically. Help me map the sub-categories worth tracking separately, identify the 8-10 companies most likely to be raising a growth round in the next 12 months based on public signals (headcount growth, job postings, funding history), and flag what would disqualify a company even with strong growth — thin gross margins, over-reliance on one large customer, services-heavy revenue mix."
• "Draft an outreach note to a founder whose company fits my thesis, referencing their specific market position [paste company summary] — I want it to demonstrate real thesis work, not a generic 'impressed by your growth' template."

Leading Diligence and Negotiating Structure

• "I'm leading diligence on a $35M growth round for a vertical SaaS company. Build my diligence priority list ranked by what would most change my conviction: NRR trend and what's driving it, customer concentration, CAC payback trajectory, and competitive displacement risk. For each, what's the fastest way to get real signal — data room analysis, reference calls, or an expert network call — and what specific question actually resolves the uncertainty rather than just gathering more data?"
• "The founder's counter on our term sheet: they want board observer rights instead of a full board seat, and a narrower set of protective provisions. Help me think through what's actually worth holding firm on at this check size and ownership percentage versus what's a reasonable ask from a founder who's still majority owner — draft two negotiation paths depending on how much leverage we actually have given competing term sheets."

Board Seats and Scaling Support

• "I sit on the board of a growth equity portfolio company scaling from $15M to $40M ARR. Their board deck shows NRR softening from 122% to 109% over 3 quarters [paste detail]. Help me prepare board questions that get at the real cause — is this a churn problem, an expansion-revenue slowdown, or a mix-shift as they move upmarket — without just putting the CEO on the defensive in the full board meeting."
• "A portfolio company is deciding whether to build a self-serve motion alongside their existing enterprise sales-led model. Help me think through the framework for this decision: what's needed operationally to support both motions without cannibalizing the enterprise pipeline, and what early signals from a self-serve pilot would tell us it's working versus just adding complexity without real incremental revenue."

Mentoring Associates on Unit-Economics Judgment

• "An associate's diligence memo concludes a company's unit economics are 'strong' based on a blended CAC:LTV ratio, but doesn't segment by customer cohort or acquisition channel. Help me frame feedback that teaches why blended metrics can hide a deteriorating trend in the newest cohorts — I want them to learn to ask 'strong compared to what, and is it trending better or worse' rather than accept a single blended number."

Related Articles

• Growth Equity AI: Unit Economics Diligence & TAM Sizing
• AI for Private Equity Vice Presidents
• AI for Venture Capital Principals
• AI for Private Credit Vice Presidents