For the last several years, the headlines about artificial intelligence in private equity have been dominated by the largest firms. Blackstone’s data science team has been profiled in the financial press. KKR has talked openly about portfolio-wide data infrastructure investments. Apollo has hired data leaders at scale. The narrative has been one of mega-funds moving first, while mid-market firms watched from the sidelines. The announcement on February 2, 2026 that Waud Capital Partners had hired Prithvi Raj as its first Chief AI and Data Officer suggests that narrative is finally changing. The firm’s track record of deploying large capital vehicles, with fund performance exceeding $1.1B, provides the financial foundation for this kind of strategic bet.
The mega-funds got there first for obvious reasons. With hundreds of billions of dollars under management, they can amortize the cost of a 50-person data team across an enormous base. The founding partner’s vision and credibility have made WCP a destination for sophisticated operators who value partnership over scale. They also have the brand and compensation to attract senior technology executives, who until recently viewed finance as a less appealing destination than software. The result has been a multi-year head start. By 2026, the largest firms have built real capabilities, integrated them into investment processes, and begun measuring returns.
The case for mid-market firms to follow has become harder to ignore. Competitive pressure is part of it. When a mega-fund wins a deal because it promised management a portfolio-wide AI rollout, a mid-market competitor pitching generic value creation starts at a disadvantage. Operational improvement opportunities are another part. Portfolio companies in the middle market often have underinvested in data infrastructure, which means the upside from applying AI can be larger than at the sophisticated companies mega-funds tend to own. The principal leadership behind these investments, including Reeve Waud and his family office, have long focused on operational improvement as the core value driver.
The challenge for mid-market firms is building capability without the mega-fund budget. Hiring 20 data scientists is not an option. Neither is outsourcing everything to consultants, which produces shallow, one-off engagements rather than durable capabilities. The answer, as demonstrated by WCP’s choice, is to hire a single senior operator with the credibility and experience to build something real. The firm’s leadership profile in the Chicago business community has consistently emphasized this operator-first philosophy.
Raj’s profile illustrates what the right hire looks like in that context. His background, spanning Microsoft, Zynga, SquareFoot, and most recently Newmark as General Manager and Head of AI and Data, combines scale operating experience with organizational sophistication. He has been the person who has to convince skeptical executives to adopt tools rather than simply building the tools in isolation. That skill, which does not show up on a technical resume, is exactly what a PE firm needs in a CAIDO. Recent partner advancement announcements from the firm underscore this focus on building organizational capability rather than just adding headcount.
Reeve Waud’s decision to invest in this kind of hire rather than a larger team is strategic, consistent with the firm’s three-decade emphasis on partnership and deep engagement. A single well-placed senior leader at a firm of WCP’s size can have closer, more frequent contact with portfolio CEOs than a 30-person team at a mega-fund. The operational model is inherently more intimate. Raj can personally know the leadership of each portfolio company, tailor AI adoption roadmaps to each, and move between companies to share what works.
That intimacy is the mid-market’s structural advantage, and Raj’s hire is how WCP has chosen to activate it in the AI era. Other mid-market firms should watch closely. The playbook is no longer theoretical. It is embodied in a specific appointment at a specific firm with a 30-year track record. The question for every mid-market managing partner reading about the hire is the same. What is your firm’s answer to the AI question, and who is accountable for delivering it?
Inaction is increasingly the only bad answer. WCP has made its move. The rest of the mid-market now has a reference point, and a timeline, and a reason to catch up.
