For domestic banks in Malaysia without the regional footprint of larger competitors, the path to relevance in wealth management demands creativity, conviction, and a willingness to rethink established models. As client expectations evolve and competition for talent and wallet share intensifies, the institutions that stand out are not necessarily the biggest but those prepared to make bold structural bets on how they serve their clients.
At the recent Malaysia Wealth Management Forum 2026, hosted by Hubbis in Kuala Lumpur, the opening panel explored the strategic forces reshaping the country’s wealth landscape. Calvin Goon, Head of Wealth Management at Affin Bank, offered a candid and practice-led account of how a pure domestic player is adapting its business model, talent strategy, and technology infrastructure to compete in an increasingly crowded market.
Key Takeaways
Client knowledge has shifted dramatically, with investors now using AI tools to cross-check adviser recommendations in real time, forcing wealth managers to raise the sophistication of their engagement.
Single-product strategies are no longer viable for high-net-worth clients, who expect portfolio-based advisory and access to a broader range of asset classes.
The universal RM model is emerging as a competitive differentiator, combining wealth advisory with capabilities from across the wider banking group in a single relationship.
Strategic partnerships can substitute for regional scale, allowing domestic banks to access offshore expertise and booking capabilities through shareholder and alliance relationships.
Core banking transformation is a necessary but painful investment, requiring dual systems and significant capital expenditure to build the digital infrastructure that future wealth models demand.
A New Kind of Client
Goon set the tone for the panel’s opening exchanges by highlighting how fundamentally client behaviour has changed. The shift, he argued, is not merely one of rising expectations but of an entirely different dynamic between adviser and investor.
“What we see basically is the change of the customers’ knowledge and the appetite has actually changed drastically, probably thanks to AI,” Goon said. “After the advisors tell them what to invest and what to look for, they just cross-check with AI. So, the questions that come up from clients is getting more sophisticated.”
That change in client behaviour has forced Affin Bank to rethink how it presents solutions. The era of offering a single product and expecting the client to accept the recommendation on trust is over. “We used to have single products. Now a single product doesn’t work, so you have to be a portfolio-based advisory,” Goon explained. Clients, he noted, are increasingly willing to diversify and commit larger investment volumes when they are engaged through a broader, more structured proposition rather than a transactional pitch.
The implication, Goon suggested, is that wealth managers who fail to adapt their engagement model will find themselves unable to hold the attention of their most valuable clients. The bar has risen, and AI has been the catalyst.
The Universal RM: A Blue Ocean Strategy
Perhaps the most distinctive element of Goon’s contribution was his description of how Affin Bank is redefining the role of the relationship manager. Rather than competing for the same narrow pool of traditional private bankers, the bank has built what it calls a universal RM model, one that extends well beyond conventional wealth products.
The logic is straightforward. Clients at the high-net-worth level are not simply looking for investment returns. They want to understand how to multiply their wealth across a broader set of opportunities. Affin Bank has responded by equipping its relationship managers to work across the banking group and offer a broader range of financial solutions.
The result is a differentiated value proposition that sidesteps the conventional competition for structured product shelf space. “It’s playing a different Blue Ocean Strategy rather than just focus on investment products, structured products,” Goon said. “We look at multiplying the business.”
Partnerships as a Proxy for Scale
Goon was frank about Affin Bank’s positioning. Without the regional footprint of competitors such as Hong Leong Bank or CIMB, the bank cannot offer clients direct access to offshore booking centres or cross-border advisory in the same way. But rather than treating this as a permanent limitation, Goon described a partnership-led model that leverages Affin Bank’s shareholder relationships to bridge the gap.
“We have the situations that we will leverage on our partners in regional, in Hong Kong and Singapore,” he said. Bank of East Asia and another major shareholder provide the conduits through which Affin Bank can offer clients access to regional expertise, offshore funding, and cross-border deal flow. The funding capabilities extend beyond Malaysia, with the bank actively channelling opportunities to its partners in Hong Kong and Singapore.
A participant on the panel echoed Goon’s emphasis on partnerships, noting that firms do not need to have everything in house. “What you need is to have partners that are good in whatever they do, and you work together with them,” the participant said. The consensus was that partnership models are becoming not just a pragmatic workaround for smaller players but a strategic choice in their own right, enabling firms to offer breadth without the overhead of building every capability internally.
The Pain of Platform Transformation
Goon also addressed the challenge of technology transformation. He described the decision to overhaul a core banking system as a complex and expensive undertaking, requiring substantial investment and a long-term commitment to modernisation.
Affin Bank’s group chief executive took that decision deliberately, and the bank is now running a dual-system architecture: a new digital core built to support future transformation alongside the traditional legacy platform. For the wealth management business, the payoff is already becoming tangible. The new digital core enables a plug-and-play approach to partner integration, allowing the bank to connect with external platforms and service providers far more efficiently than the legacy system would permit.
“This is what we are doing now,” Goon said. The implication was clear: the capital expenditure is painful in the short term, but the optionality it creates for the wealth business is substantial.
Positioning for What Comes Next
Goon’s remarks offered a window into the strategic calculus facing Malaysia’s domestic banks. Without the scale advantages of regional or global competitors, these institutions must find ways to differentiate through model innovation, talent strategy, and selective technology investment. Affin Bank’s approach, combining universal relationship managers, shareholder-driven partnerships, and a dual-system technology transformation, represents one answer to that challenge.
The broader lesson from Goon’s contribution is that relevance in Malaysia’s wealth management market is no longer determined by product shelf breadth or brand prestige alone. It is determined by a firm’s willingness to rethink how it creates value for clients and to make the structural investments required to deliver on that promise. For Affin Bank, the playbook is being rewritten in real time, and Goon’s account suggests the bank is well aware of both the risks and the rewards that come with that process.