Andy Yuen
Blackhorn
Andy Yuen
Chief Operating Officer, Blackhorn
Q1: Reflecting on 2025, what were your firm’s major milestones from an operational perspective, and how did you achieve them? Conversely, what were the setbacks and challenges encountered along the way, and what measures were taken to surmount them? How have those lessons shaped your 2026 strategy?
In 2025, Blackhorn achieved several key operational milestones that strengthened our technology and process infrastructure. We advanced our use of AI-driven development to automate selected workflows, improving efficiency, data accuracy, and overall operational resilience. We also successfully built and launched a customised in-house CRM system tailored to our business model and regulatory requirements, giving us greater flexibility and control over client and compliance data. Additionally, we enhanced our portfolio management capabilities by partnering with a specialised external vendor, enabling more comprehensive monitoring, advanced analytics,
and faster decision support for the investment team and our senior management.
Alongside these achievements, we faced challenges related to system integration and change management. Integrating internal solutions with an external vendor platform required careful alignment of data structures, workflow design, control frameworks and coordination with our custodian banks. User adoption also proved to be more time-intensive than expected, underscoring the need for clearer communication and more targeted training. To address these issues, we adopted a phased implementation approach and strengthened cross-functional coordination, helping ensure smoother transitions and more stable outcomes.
These experiences have positively refined our 2026 strategy. We are prioritising scalable, modular solutions that can evolve with business needs, reinforcing vendor governance to improve transparency and performance oversight, and engaging stakeholders earlier in the design and implementation process. Collectively, these lessons position us to build a more resilient and adaptable operational framework in the year ahead.
Q2: How is the firm addressing the operational challenges of integrating these technologies while driving measurable KPIs in revenue growth and delivering hyper-personalised client experiences?
Blackhorn is addressing the operational challenges of integrating new technologies through a dual focus on capability building and disciplined execution. We continue to invest in emerging tools, particularly AI-enabled and data-driven platforms, while strengthening internal expertise to ensure these solutions can be adopted in a scalable and well-governed manner. By upskilling staff and embedding more technical proficiency across functions, we are better positioned to translate new capabilities into tangible business outcomes.
A key part of our approach is maintaining a close partnership with outsourced service providers. We engage in continuous dialogue, share real-time feedback, and conduct regular performance reviews to ensure that external systems align with our business strategy, operating model, and SFC regulatory expectations. This collaborative governance model helps reduce integration friction, improves data quality, and ensures that solutions are built with appropriate controls from the outset.
These efforts directly support measurable KPIs in revenue and AUM growth while delivering exceptional client experience. Improved data integration and workflow automation enable faster turnaround times, more timely insights, and greater capacity to scale client activity. At the same time, better analytics and system connectivity allow us to deliver more hyper-personalised interactions, tailoring product recommendations, reporting, and service delivery to individual client needs.
Overall, our approach balances innovation with strong oversight, ensuring that technology integration enhances commercial performance while maintaining operational resilience and regulatory compliance.
Q3: With regulatory requirements continually evolving, private banks and wealth managers are reassessing their compliance systems and processes. From an operational perspective, what are the biggest challenges you face in meeting these requirements, and how is the firm tackling them to maintain both efficiency and client trust?
Evolving regulatory expectations, particularly around suitability, product governance, client due diligence, and ongoing monitoring, continue to create significant operational challenges for wealth managers. The pace of regulatory changes, combined with frequent product updates, requires rapid adjustments to both IT systems and day-to-day workflows and processes. To manage such challenges, Blackhorn is investing in a more flexible, modular system architecture, enabling quicker updates to rules, workflows, and data requirements. We are also strengthening staff readiness through ongoing training and targeted resourcing to ensure teams can adapt without disrupting service delivery.
A core challenge is balancing increasingly stringent due diligence and documentation standards with the seamless, high-touch experience clients expect from us. Heightened requirements, such as enhanced suitability assessments, ongoing KYC reviews, and product-specific disclosures, can introduce friction and extend turnaround times. To address this, the firm is re-engineering risk and compliance processes to operate as an integrated part of the client lifecycle rather than a standalone checkpoint. This includes digitising key steps, automating data validation, and implementing clearer workflow orchestration between front office, compliance, and operations.
We are also enhancing internal governance through more robust quality controls, improved exception management, and closer alignment with the compliance team to anticipate requirements earlier. These measures help us maintain regulatory integrity while preserving efficiency and client trust. By embedding compliance into the operating model in a more streamlined, technology-enabled way, the firm ensures it can uphold high standards without compromising agility or service experience.