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AI for Private Equity: Four Places It Earns Its Keep

3 Min Read

AI for private equity firms is not a tool problem. For most firms, it’s a prioritization problem. Too many tools, no clear owner, and uncertainty about where AI actually creates ROI can turn experimentation into expensive noise.

As Jennifer Lendler, founder of Alea Advisors, put it during a recent Apex Leaders webinar: “Your AI strategy is your strategy.” For firms evaluating AI options, that means starting with the workflows tied directly to growth, margin, and investment decisions.

Key takeaways

  • AI expands deal-screening capacity. Agentic AI moves through multi-step workflows while humans review the output.
  • Portfolio companies can use AI to find growth opportunities. Public signals can uncover prospects traditional sales processes miss.
  • Proactive customer service reduces churn and protects margin. AI can identify problems early enough to prevent cancellations or churn.
  • Human judgment still builds conviction. AI processes information at scale; experienced advisors pressure-test what matters.

What’s the Difference Between AI Tools and Agentic AI?

Private equity teams need different types of AI for different types of work. Conversational tools such as ChatGPT and Claude are useful for discrete tasks, such as research, analysis, drafting, or working through a question. But they require a user to provide the prompt and context each time.

Agentic AI is built for workflows. It operates more like a digital worker that can execute a multi-step process end-to-end, making it better suited to repeatable PE processes such as deal screening.

One helps your team work through individual tasks faster, while the other can take on more of the process itself.

How Much of Deal Screening Can AI Actually Run?

Agentic AI can handle much of the initial diligence process, including deal screening such as:

  • Flagging NDA issues
  • Reviewing a CIM against investment criteria
  • Conducting deep research
  • Drafting an investment committee memo

Lendler estimates an analyst may thoroughly screen seven deals per week, while an agentic system can run the same workflow in roughly six minutes. That can push screening capacity up to 400. It can also review CIMs in other languages, widening the geographic aperture.

As Lendler noted, “the more you look at, the more likely you are to see those gems.”

Where Does AI Help a Portco Grow Sales?

For private equity portfolio management, AI can expand the prospect pool using public signals rather than purchased lists.

Lendler offered two examples. A siding company could analyze 15-year-old building permits to identify homes approaching replacement cycles. And a commercial design firm could monitor public information for RFP opportunities six months before they drop.

That becomes especially useful when an acquired business loses veteran salespeople, and the relationships and institutional knowledge that leave with them.

What Are the Benefits of AI in Private Equity?

Beyond deal screening and sales growth, AI for private equity can create value by protecting relationships that are expensive to lose.

At the portfolio-company level, one of the strongest applications is proactive customer service. Instead of waiting for a problem, AI can identify the trigger and reach out first. 

At the firm level, investor relations presents a similar opportunity. Agentic AI can pull data, conduct analysis, draft quarterly LP reporting in the firm’s voice, and prepare communications for human review. That frees CFO and COO time while supporting more consistent, transparent LP communication. The longer-term payoff is loyalty heading into the next fundraise.

So Where Do Humans Still Matter?

AI can screen criteria and analyze public information. But it cannot decide which deal deserves conviction, read a management team, or catch the number that makes an experienced advisors stop and ask another question. That is where private equity due diligence still depends on the right people.

Apex Leaders recruits advisors around a specific diligence question and vets them before making an introduction to your PE firm. As Dylan Muti, Vice President of Sales at Apex Leaders, explained, “We believe having that River Guide or that longer-term expert or advisor to work with throughout that process, and even post-close, is super important.”

Screening a deal on a tight clock? Send Apex Leaders the diligence angle, and we’ll recruit the expert who can pressure-test it.

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