Family Offices Double Down on AI as $171B Flows Into Startups

Family offices did not pull back from AI in February.

If anything, they accelerated.

CNBC reports that AI startups raised $ 171 billion during the month, pushing total startup funding to a record $ 189 billion, according to Crunchbase. Family offices were involved in 41 direct deals, and almost all of them targeted AI companies.

The individual investments tell the story.

Laurene Powell Jobs' Emerson Collective joined a $ 1 billion round for World Labs, which is building AI tools for 3D world models. Azim Premji’s family office participated in a $ 315 million Series E for Runway, a company developing AI video generation technology. Hillspire, the family office of former Google CEO Eric Schmidt, invested in Goodfire, which focuses on making AI systems easier to understand and more reliable.

This activity does not look like investors casually adding AI exposure. It looks more like a new lane forming inside private portfolios.

The pattern is clear: direct stakes in late-stage or growth rounds, with most of the capital flowing into core infrastructure and tools rather than consumer-facing applications.

For HNWI and family offices, that shift matters. AI is starting to resemble a permanent allocation sleeve rather than a passing theme. If that holds, it will require its own governance, risk budget, and specialist oversight.

Which leads to a different question for long-term investors. Not simply which manager has the strongest AI strategy. But what a durable AI allocation actually looks like when the investment horizon stretches across decades.