March 20, 2026
Wealth Management

How AI is complementing the wealth of ultra-high-net-worth families – Financial Times


The confidence expressed by the overall research sample is contingent on humans being kept in the loop for AI-led decisions – especially when it comes to important judgement calls. To use AI responsibly in wealth management, family offices must secure access to talent that can safeguard data integrity and monitor output.

“Our two recent analyst appointments to the family office are tech-driven,” says a Gen X successor with a Singapore-based family office. “Some of the AI developments are going to be incredibly useful in areas such as managing risk, sourcing investments and conducting due diligence. I can see huge upside potential in returns for the portfolio.”

AI is elevating family office performance

The research reveals clear patterns showing how, with well-managed human oversight, family offices are improving their services by harnessing AI.

Sharper analytics

Family offices are leveraging AI to generate market intelligence, spot trends and stress-test portfolios against different economic and political scenarios. This enables faster and more informed decision-making, which is particularly important in today’s volatile operating environment.

“In an increasingly unpredictable world, the architecture of wealth management must evolve to build resilience, unlock opportunities, and protect legacies,” shares Raymond Ang, Global Head of Private Bank and Affluent Clients and Head of Wealth and Retail Banking, Greater China and North Asia at Standard Chartered. “By using AI in wealth management decisions, families can begin to move beyond reactivity and plan for change. In doing so they are embedding relevance and longevity for generations to come.”

Capital allocation

AI also represents a compelling domain for capital allocation. “AI is transformative,” says the CEO of a Hong Kong-based family office. “Its major impact for us lies in accelerating and improving our investment qualification and decision-making processes. Our tech-related portfolio is now outperforming the rest of our investment base by some margin.”



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