（Singapore, 12.08.2026）Artificial intelligence has become one of the biggest investment themes globally, but Southeast Asia’s family offices appear particularly keen to participate in its growth. Rather than viewing AI simply as a short-term market opportunity, many are looking across the wider ecosystem and considering how the technology could fit into their long-term investment strategies.
For family offices, the attraction comes partly from AI’s growth potential and partly from its expanding influence across industries. From semiconductors and data centres to power infrastructure, automation and robotics, the investment opportunity is increasingly extending beyond the technology companies most closely associated with the AI boom.
Walter Ng, Director and Chief Financial Officer of Singapore-based Ruifeng Wealth Management (RWM), said the longer investment horizon typically adopted by family offices also influences how they approach the sector.
“Many see AI as a structural trend rather than simply a short-term opportunity,” he said, although the appropriate level of exposure will ultimately depend on each family office’s investment objectives and risk appetite.
This distinction is important as family offices tend to manage capital differently from investors that are more focused on shorter-term performance. Their ability to take a longer view means they can potentially invest in emerging industries where commercial development may take years to fully materialise.
Opportunities Beyond Big Tech
Much of the attention surrounding AI has so far centred on major technology companies and the semiconductor industry. However, the rapid expansion of AI is creating demand across a much broader network of businesses and infrastructure.
Training and operating increasingly sophisticated AI models requires computing capacity, data centres and large amounts of electricity, while greater adoption of the technology could also support investment in automation, robotics and other related industries.
For family offices, this creates opportunities to participate in AI growth without relying solely on individual technology companies.
Ng sees supporting infrastructure as one of the more interesting areas of the AI ecosystem, given the significant investment required to support the technology’s continued development.
This broader approach could also allow investors to look beyond companies developing AI models or applications and consider the physical infrastructure and services needed as adoption expands.
Family offices may have another advantage when evaluating such opportunities. Unlike some institutional investors that operate within more defined investment mandates or performance periods, family offices can generally be more flexible in deciding how and where capital is deployed.
A longer investment horizon can be particularly useful for emerging technologies, where expectations may develop faster than actual earnings and commercial applications.
Ng said this flexibility could help family offices take a longer-term approach to AI, but stressed that it should still be accompanied by disciplined risk management and careful consideration of valuations.
Keeping AI in Perspective
That discipline is becoming increasingly important as enthusiasm surrounding AI attracts more capital into the sector.
Higher valuations are one concern, particularly when investors are competing for exposure to companies expected to benefit from the technology. Another is concentration risk, as portfolios can become increasingly dependent on a relatively small group of technology companies or a single investment theme.
There is also uncertainty over how quickly technological progress will translate into sustainable earnings. A company may be closely associated with AI growth without necessarily developing a business model capable of producing durable returns over the longer term.
For family offices, the challenge is therefore not simply identifying companies or industries that could benefit from AI, but determining whether those investments make sense within the family’s broader portfolio.
Rather than following market momentum, diversification remains important, particularly when enthusiasm for a new technology pushes valuations higher.
“The key risks would include high valuations, concentration risk and the uncertainty around how quickly some AI-related businesses can translate technological progress into sustainable earnings,” Ng said.
The same principle applies to the longer-term role of AI within family office portfolios. While the technology is likely to become an increasingly important part of investment discussions, that does not necessarily mean every family office should make it a standalone core allocation.
Investment strategies vary considerably depending on a family’s objectives, liquidity requirements, existing businesses and willingness to accept risk. For some, AI exposure may come through listed technology companies, while others may look towards infrastructure or longer-term private market opportunities. In either case, the allocation needs to be considered alongside the rest of the portfolio rather than in isolation.
AI could also influence family offices in another way. Beyond being an investment theme, the technology is increasingly being considered as a tool for investment research and portfolio management, potentially changing how information is analysed and investment decisions are supported.
For family offices accustomed to taking a multi-year or even multi-generational view of wealth, AI therefore presents opportunities on both sides of the investment process. It is creating new areas in which capital can be deployed while also offering tools that could change how portfolios are researched and managed.
Ng nevertheless cautioned against treating AI as a strategy on its own. The approach, he said, should remain diversified and aligned with each family’s long-term objectives, with AI considered as one part of that broader investment strategy.
