Most investors talk about AI with the benefit of hindsight. Alejandro Betancourt can talk about it with the benefit of a position placed years before the public catalyst arrived. Around 2019 or 2020, through his family office O’Hara Administration, he committed what he has described as a “big ticket” investment in a private AI company. By early 2025, that position had appreciated roughly 20x (tracked in his Crunchbase portfolio). The company name remains confidential, but the logic behind the entry has been laid out repeatedly in interviews.
The starting point is the way Alejandro Betancourt thinks about efficiency. He has described AI not as a product category but as a horizontal capability: a “machine that thinks faster and finds solutions faster,” capable of improving the economics of any sector it touches. The argument is less about winners and losers among models and more about the structural margin expansion that AI creates for the firms that deploy it well. That framing, consistent with his value-chain positioning approach, pointed him toward infrastructure-adjacent bets early, before the consumer-facing applications that would later drive retail attention.
The broader market didn’t catch up until well after the position was taken. WIPO’s Global Innovation Index reports that AI’s share of global venture capital deal value moved from roughly 32% in Q3 2024 to 53% in Q3 2025, a 21-percentage-point swing in twelve months. Total global VC for 2025 was projected at approximately $490 billion, with AI companies claiming the majority. Northern America absorbed $162 billion of that in the first nine months alone. The repricing implied by those numbers explains, mathematically, how a private AI holding from 2019 could be worth 20 times its original cost by 2025 even without major operating milestones.
Two structural advantages compounded the outcome. The first is the holding vehicle. O’Hara Administration, founded by Alejandro Betancourt in 2014,, operates as a family office rather than a traditional fund. It has no outside limited partners expecting quarterly distributions, no fund-life clock forcing exits within a fixed window. That flexibility allowed the AI position to be held through 2019–2024 without any pressure to sell into the earliest ChatGPT-era valuation bump.
The second advantage is sourcing. The deal-flow model at O’Hara has been described by Alejandro Betancourt as reliant on expert networks and co-investments alongside institutional partners. That sourcing pattern matters in frontier sectors like AI, where quality companies in the 2019 vintage weren’t widely marketed. A family office with institutional co-investment access, as profiled on alejandrobetancourtlopez.me, could reasonably expect to see deals that a generalist retail or growth investor would have missed entirely.
The portfolio philosophy around the bet is also worth noting. “I don’t swing for first base. I always swing for a home run,” Alejandro Betancourt told Analytics Insight, describing the explicit concentration of his approach. He has said openly that of ten speculative positions, two successes are sufficient to carry the rest. By that measure, a 20x AI holding, a framing he’s returned to in LinkedIn commentary on the trade, isn’t just a good individual bet. It’s the kind of outcome that justifies the broader philosophy.
What O’Hara Administration does next is a fair question. Alejandro Betancourt has indicated a continued focus on AI, robotics and technology manufacturing, suggesting the family office is still deploying capital at the frontier. Whether those bets produce similar outcomes will depend on timing, team quality and the ability to hold through volatility. Those are the same three variables that made the 2019 AI position work. The 20x return is less a claim about AI and more a demonstration that patient capital, placed before consensus, still outperforms capital placed after consensus, which maps onto his thesis that innovation alone doesn’t work.
