AI for Family Offices: Singapore's Approach to Technology and Strategy (2026)

In the world of wealth management, where the promise of artificial intelligence (AI) is seductive, it's easy to get caught up in the hype. But as Hrishikesh Unni, Managing Director, Client Investments at Taurus Wealth Advisors, astutely points out, the key to success lies not in the technology itself, but in defining your proposition first. In this article, I'll delve into Unni's insights and explore why a clear understanding of your purpose is crucial before embracing AI. I'll also discuss the implications of this approach and how it can shape the future of family offices and external asset managers in Singapore.

The Power of Proposition

Unni's opening remarks set the stage for a refreshing perspective on AI adoption. He emphasizes that before diving into the world of AI tools and deployment strategies, firms must answer fundamental questions. What type of family office are they? Who do they serve? What are they trying to deliver? This clarity of purpose is essential, as it forms the foundation for effective AI integration.

In the context of Taurus, a multifamily office offering a wide range of advisory and investment services, this clarity is vital. AI's role is to manage complexity more efficiently, not to redefine the offering itself. Unni's insistence on treating AI as a secondary consideration, subordinate to a well-defined strategy, is a deliberate counterweight to the prevailing narrative. Technology is an enabler, not a substitute for a clear vision.

Infancy, Not Immaturity

Unni's candour about Taurus' AI journey is notable. He describes the firm as being in an 'infancy' stage, testing off-the-shelf solutions and navigating the complexities of adoption. This approach, he argues, is not about hesitancy but rigour. Taurus is testing multiple solutions, cross-referencing them against Monetary Authority of Singapore (MAS) risk guidelines, and resisting the bandwagon effect.

This measured approach is crucial. It ensures that AI is integrated in a way that is compliant, secure, and genuinely additive to the client experience. Unni's point about the security implications of building an AI ecosystem is particularly important. Independent wealth managers must consider the compliance and security dimensions from the outset, not as an afterthought.

The Three Client Archetypes

One of Unni's most compelling observations is about how clients are engaging with AI. He identifies three distinct archetypes: those aware of AI but distrustful, those relying entirely on AI tools, and those in the middle, valuing the human advisory relationship but cross-checking AI insights. This taxonomy is likely to resonate with many independent wealth managers.

The implication is clear. Advisers can no longer assume that their clients lack access to analytical capabilities. Clients are using AI tools, not necessarily to replace their advisers, but to verify and challenge advice. This dynamic raises the bar for firms, as consistency, rigour, and the ability to substantiate recommendations become baseline expectations.

Time is of the Essence

Unni's perspective on the immediate value of AI is particularly insightful. For him, the most tangible benefit is not in sophisticated analytics or revenue generation, but in reclaiming time. Advisers can use AI to reduce the time spent on non-revenue-generating activities, allowing them to deliver on the full scope of the client proposition.

This tension between the range of services on offer and the capacity of individual advisers is a familiar one. AI, in this context, is a practical tool for reclaiming hours needed to honour commitments to clients. The benefit is not in abstract productivity gains, but in delivering the service promised.

Alignment Over Age

On the question of cultural adoption, Unni offers a rebuttal to the assumption that AI resistance is a generational phenomenon. He highlights that Taurus, with a workforce spanning 21 to 70 years of age, has a broad demographic and experienced professional range. The key, he argues, is not age but character and culture.

Adoption is a function of leadership and institutional culture, not individual demographics. Where leadership articulates a clear rationale for AI adoption and embeds it within strategic priorities, resistance dissipates. Unni suggests that at Taurus, with CEO Mandeep Nalwa's strategic emphasis on AI capabilities, the question is not whether to adopt AI, but how to do so rigorously and compliantly.

Conclusion

In conclusion, Unni's insights offer a refreshing perspective on AI adoption in wealth management. By emphasizing the importance of defining your proposition first, he challenges the prevailing narrative. AI is a powerful tool, but it's the clarity of purpose that forms the foundation for effective integration. As the industry navigates the complexities of AI, Unni's approach provides a roadmap for a rigorous, compliant, and client-centric future.

AI for Family Offices: Singapore's Approach to Technology and Strategy (2026)

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