Private Equity Is 20x the Size of Venture – and AI Is Just Arriving

01 /The Concept

Verata built an AI platform for private equity funds – one that helps them extract more value from the professional networks of their own people.

A quick reminder on how private equity works: PE funds buy mature companies outright (or at least a controlling stake), then earn returns through dividends from those companies' operations. This is fundamentally different from the venture model, where funds buy minority stakes in early-stage startups and exit at IPO or acquisition.

Verata's platform supports PE funds across the full investment lifecycle:

- Sourcing new acquisition targets.

- Recruiting executives and key hires into portfolio companies.

- Helping portfolio companies grow revenue.

- Raising new capital for the fund itself.

The core insight is that "good companies aren't sold – they're bought" PE funds have to proactively identify private companies worth acquiring, then figure out how to reach the owners. Private companies have no disclosure requirements, so Verata's AI engine evaluates their financials and growth potential through proxy signals, producing reports the fund can use to build its target list.

Once a target is identified, the fund needs a warm introduction – cold outreach rarely works at this level. That's where the network mapping comes in. Load in the profiles of the fund's staff, partners, and advisors, and the platform traces connection chains to reach the right people.

The same logic applies to expert sourcing: the platform identifies people with deep, firsthand knowledge of a target company or its industry, so the fund can get informed opinions before committing.

After an acquisition closes, leadership typically needs to change – founders or owner-operators who built the company may not be the right people to scale it. But these aren't roles you fill from a stack of unsolicited resumes. Verata's AI cross-references candidate CVs against its assessments of the companies they worked at – revenue trajectory, team size, capital raised, growth rates – and surfaces the candidates most likely to drive the portfolio company forward.

Once the right leadership is in place, the fund still can't step back entirely. Now it can use its network to connect portfolio companies with major new clients – and the platform both identifies the most promising targets and traces the relationship chains to reach decision-makers.

The same engine works for fundraising: it finds potential LP candidates – not just the obvious institutional fund-of-funds, but wealthy individuals, family offices, and sector-focused investors – and maps warm paths to them.

The platform's impact is measurable: deal flow increases by 40%, conversion from LP meetings to closed capital rises 2–3x, and the platform surfaces 3x more warm-introduction opportunities into companies and investors.

Verata graduated from Y Combinator in winter 2023. Startuping [covered it previously](/review/chtoby-pobedit-konkurentov-nuzhno-znat-chto-u-nih-proishodit) when it launched its executive recruiting module for PE portfolio companies. A few days ago, the startup published details of its full-cycle platform on the YC site – with the original recruiting feature now incorporated as one component.

Beyond the $500K from YC, no additional funding has been disclosed – yet Verata claims that 3 of the top 10 "mega-funds" in private equity are already using the platform in 2025, alongside other leading PE firms. Apparently they haven't needed outside capital to grow.

02 /Why It Matters

Founders tend to think of private equity as some obscure cousin of the venture industry. People in finance see it the other way around – and they have a point.

The global PE market in 2025 stands at $6.75 trillion. Venture capital, in the same year, totals "only" $397 billion. Growth rates are in the same ballpark – 17.6% annually for VC versus 13.2% for PE.

And that $6.75 trillion covers only direct company acquisitions. Expand the definition to include real estate, data centers, infrastructure, and other alternative assets, and global private equity approaches $15 trillion.

From an investor perspective, private equity is currently more attractive than venture for several converging reasons:

- Rising interest rates push capital toward more stable, traditional asset classes.

- Geopolitical uncertainty and market volatility make high-risk categories like VC less appealing.

- Investors prefer earning returns now over waiting for a liquidity event that may never arrive.

- IPO activity has dropped sharply, reducing the exit opportunities that make venture economics work.

- The best startups are staying private longer, delaying the moment when VC funds can cash out.

The result: 30% of PE investors plan to increase their allocations to private equity funds, while many VC LPs are scaling back. The average PE deal size has grown to $849 million – the second-highest on record. Meanwhile, total venture investment in 2025 has barely moved, despite the ongoing AI hype cycle.

PE fund returns have outperformed the S&P 500 for several consecutive years. VC returns were actually negative in 2022–2023 and have been volatile since.

Verata has planted its flag in a market that is already enormous, relatively stable, and gaining momentum. And it's applying technologies that other startups are independently converging on.

The Swarm ([related review](/review/prodazhi-po-znakomstvu-mozhno-masshtabirovat)) raised $8 million in May on the same relationship-mapping premise – load in staff, partner, and advisor profiles; get warm-introduction paths to any company. The difference is that The Swarm is horizontal, open to any business for any goal. Verata's PE-specific focus makes its value proposition sharper and its target audience more willing to pay.

03 /Opportunities

Two complementary trends stand out here. One is the proliferation of platforms that help businesses reach people through relationship chains – across many verticals and use cases.

Luxury Presence ([related review](/review/novye-klienty-ili-novye-sdelki)) raised $37 million this January on a new platform for real estate agents – one that identifies likely buyers and sellers inside an agent's existing contact book by surfacing high-intent signals: people who recently sold a business, relocated, or triggered other predictive markers. Prior relationship = easier conversation.

Applecart ([covered previously](/review/normalnye-geroi-vsegda-idut-v-obhod)) raised $100 million just before the new year on a platform that enables "targeted influence" on decision-makers – not by approaching them directly, but by reaching the people around them.

Atrium ([related review](/review/sila-v-shapochnyh-znakomyh)) raised $1.3 million in December on a platform for investors, recruiters, and founders to maintain warm ties with loose acquaintances – so those connections are available when you need them.

Build a relationship-intelligence or warm-introduction platform for any vertical you find compelling

The other trend worth watching is growing investor appetite for private equity over venture. The opportunity isn't just to build another Verata – it's to build anything useful for the PE ecosystem.

OffDeal ([related review](/review/kak-vygodno-prodat-svoj-malenkij-biznes)) pivoted into an "AI investment bank" for small and mid-market business owners looking to sell – including to PE funds. That pivot attracted $12 million in new funding last summer.

So: which side of the private equity market do you want to enter with a technology play?