Family offices are increasingly skipping venture capital funds and writing checks straight into AI deals. J. P. Morgan's 2026 Global Family Office Report found that 65% now name AI a top thematic priority, yet 79% hold zero allocation to AI infrastructure and most have never invested in venture markets before.That gap between ambition and actual diligence is not only an institutional problem, and it shows up in a market where AI valuations are hard to underwrite. If you sold a business in the last few years and someone has offered you a seat in the next hot AI round, the same gap is the one that costs your portfolio the most. Going direct only works if you replace the filtering a fund used to provide. Skip that step, and you have not diversified. You have rebuilt the exact concentration you just sold your business to escape.
Here's what matters
Family offices are behind roughly 31% of tracked startup deal activity and 70% now do at least one direct private deal a year, but J. P. Morgan finds 79% of them have zero exposure to AI infrastructure. Ambition is running well ahead of diligence. The lesson for anyone recently liquid is the same one institutions are learning the hard way: going direct only replaces a fund's fees if it also replaces a fund's filtering. Skip the filtering, and a direct deal is not diversification. It is concentration risk after selling a business, just wearing a new name.
Why family offices are firing their venture capitalists
The shift is real and it is fast. Family offices are behind roughly 31% of the startup deal activity tracked in PwC's Global Family Office Deals Study, with 83% of those deals structured as club investments alongside other backers rather than routed through a fund.
Citi's 2025 Global Family Office Report found that 70% of family offices now participate in direct private deals. 40% increased that exposure this year, roughly twice the share that pulled back.
The reasons are legitimate, up to a point
Management fees, carried interest, and decade-long lock-ups have worn thin, and families want more control and transparency over what they actually own. Those are fair complaints. A fund structure genuinely costs money and genuinely locks capital up longer than most people expect going in.
The catch is what a lot of that direct capital is actually buying. Much of it is chasing the same frontier-model megarounds every institution on earth is already competing for, which is close to the opposite of the edge that going direct is supposed to buy you. An early-stage deal rewards sector expertise and patience. A crowded megaround mostly rewards who already has the relationship.
The gap nobody is pricing in
Here is the number that should give any newly liquid investor pause. J. P. Morgan's 2026 report shows 65% of family offices naming AI a top priority, while 79% have zero exposure to AI infrastructure, the power, data centers, and grid capacity actually underneath the boom. More than half have never invested in venture or growth markets before this cycle. That gap, ambition without infrastructure, is the family office AI 2026 story in miniature.
Governance built after the check is not governance
Advisers who work with these families describe the same pattern from the inside: clients moving from passive fund investors to active dealmakers, only to discover that direct investing requires technical due diligence, deal-network access, and compliance infrastructure many of them are still building after the fact, not before it. That is paperwork wearing governance's clothes.
Why this matters if you just sold a business
In 33 years advising business owners through an exit, the riskiest year I watch for is not the year they sell. It is the year after, when the wire has cleared, the cash feels unfamiliar, and someone offers a seat in the next thing everyone is talking about. The biggest mistake I see after a sale is treating a hot direct deal like diversification, when it is really the same concentrated bet under a new name, in a company you did not build and cannot control.
Consider a purely hypothetical example, not describing any actual client. A business owner is three months past closing on the sale of an operating company. A former colleague connects them to a "pre-IPO AI round," no fund attached, no independent term sheet review, no one to call and ask who else looked at this and passed. The deal feels exclusive because it arrived through a relationship, not because it was diligenced. That feeling is the entire risk. Results vary based on individual circumstances, and this illustration is not a projection of any outcome.
Before I recommend any direct or alternative allocation, I ask one question: if this deal falls apart in three years, whose diligence memo are you going to point to, yours or somebody else's? Most people cannot answer that. That is the whole diagnosis.
What governance actually looks like once you're liquid
You do not need a family office's staff to borrow its discipline. A few things matter more than access ever will.
- Diligence before the term sheet, not after.If nobody outside the deal has reviewed the terms, valuation, and cap table before you commit, you are the diligence.
- Position sizing against total liquid net worth, not against how good the story sounds.A single direct position should never be large enough that its failure changes your retirement.
- A written investment policy that predates the opportunity.Decide your rules for alternatives and direct deals before an exciting one shows up, not while you are excited about it.
- Somewhere this fits in the bigger picture.A direct AI allocation is one sleeve of a portfolio, not a replacement for one. If you want the practical playbook for translating family office discipline down to your level,it is here, and if you want to see how this same concentration shows up on a balance sheet before an exit,this is the same concentration risk you already sold your business to escape. None of this is an argument against direct investing. It is an argument for building the filter before you use it, which is exactly what a venture fund, and a fiduciary advisor, were doing for you all along. It is also, often,the most common mistake in the first year after a sale.
Frequently Asked Questions
Are family offices really skipping venture capital funds for AI deals?Yes. Citi's 2025 Global Family Office Report found 70% of family offices now make at least one direct private deal a year, and PwC's Global Family Office Deals Study puts family offices behind roughly 31% of tracked startup deal activity, much of it structured as club deals rather than routed through a venture fund.What is the risk of investing directly in a private AI company?You lose the filtering a fund normally provides: independent diligence, negotiated terms, and a professional who can say no on your behalf. Without that, pricing discipline and downside protection fall entirely on you.How much of my portfolio should go into a single direct deal?There is no universal number, but the test is simple: size any single direct position so that its total loss would not change your retirement plan or your liquidity for the next five years.Should I invest directly in AI startups after selling my business?Only if you can replace what a fund used to provide: independent diligence, disciplined pricing, and someone who can say no on your behalf. Without that filter, a direct AI deal is concentration risk, not diversification.Is this an AI bubble?Nobody can call that with confidence, and be skeptical of anyone who claims they can. What is verifiable is that valuations are hard to underwrite right now, and that is exactly when diligence discipline matters most.What questions should I ask before saying yes to a direct deal?Who else was offered this deal and passed. Who reviewed the terms besides you. How this position is sized against your total liquid net worth. And what your plan is if it goes to zero.
Work with Pinnacle Wealth Advisory
If you are sitting on liquidity after a sale and someone has offered you a seat in the next hot deal,here is how to get a second opinion before you wire anything.
Sources:PwC Global Family Office Deals Study,CNBC coverage of Citi's 2025 Global Family Office Report, and theJ. P. Morgan 2026 Global Family Office Report.
This blog post is for educational purposes only and does not constitute investment, tax, or legal advice. Results vary based on individual circumstances. Consult a qualified advisor for your specific situation. Doug Greenberg provides services and conducts business as Pinnacle Wealth Advisory, with advisory services offered through SB Advisory, LLC, an SEC-registered investment adviser. Registration does not imply a certain level of skill or training.
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