One investor, one analysis : Wealth Management clients deserve personalized investment solution

More portfolio analytics are produced today than ever before : we swim in data. Yet a fundamental disconnect persists: most tools describe what a portfolio does, not whether it serves what the investor actually expects. This gap is an organizational problem, not a technological one.  

According to McKinsey, relationship managers in private banking still spend 60 to 70% of their time on non-revenue-generating activities, largely because they work with fragmented internal systems rather than integrated analytical platforms (McKinsey, 2022). Meanwhile, the Capgemini World Wealth Report 2025 reveals that one in two next-generation high-net-worth investors reports challenges with their relationship manager. Main reasons are insufficient reporting, slow updates and a lack of personalized financial advice. 

Tools exist and data is there. But the analysis rarely answers a crucial question : is this portfolio aligned with investor expectations? 

REGULATORY LANDSCAPE : FROM DESCRIPTION TO DEMONSTRATION

EU regulation is promoting a shift to reconnect investors with their expectations. MiFID II already requires firms to demonstrate suitability as an ongoing documented commitment. The Retail Investment Strategy (RIS) goes further by introducing mandatory value-for-money testing, full cost transparency, and strengthened oversight of investor communications. The message from European regulators is clear: investor protection must be evidenced, not merely claimed. 

For wealth management firms, portfolio analysis must evolve beyond reporting. An appropriate analytical framework must now demonstrate that the advice served the client’s actual interest. It must connect  investor’s profile with preferences and constraints to the portfolio in a traceable and explainable way. Most platforms were not designed for this level of integration. 

ONE INVESTOR, ONE ANALYSIS : ADAPTING THE FRAMEWORK TO THE SERVICE MODEL

The solution is not a single report for all clients. It is a single analytical framework that adapts its depth, granularity, and narrative to each service model. Relationship managers aspire to use a digital platform providing a holistic client view and valuable action insights. The platform shall increase their time spent with clients and automates their routine tasks (boosting their productivity). In practice, this means scaling the same core data pipeline across fundamentally different levels of service: 

• Retail and digital advisory: automated suitability checks, standardized analytics, and clear educational narratives delivered at scale. The priority is consistency and compliance, with minimal manual intervention. 
• Advisory mandates: periodic portfolio health checks, automated investment reporting, and proactive alerts when the portfolio drifts from the client’s stated profile. Here, the platform must help the adviser demonstrate ongoing suitability. 
• Private banking and discretionary management: augmented advisory powered by behavioral analytics, personalized research, and on-demand scenario analysis. The relationship manager needs tools that translate complex multi-dimensional data into a narrative the client can understand and trust.

The underlying logic remains the same across all segments: connect the investor’s profile to the portfolio outcome and make that connection visible, measurable, and explainable. What changes is the depth of personalization and the mode of delivery. 

RECONNECTING ANALYSIS WITH EXPECTATIONS

Increased capability through more data without global vision is noise. Successful firms will integrate a unified system that links investor profiles to portfolio outcomes in a fully compliant and hyper-personalized manner. This is exactly what SAFIR delivers: a solution designed to reconnect portfolio analysis with investor expectations across every service model. Not after the fact, but as the starting point of every recommendation. 

Sources : McKinsey & Company, Analytics transformation in wealth management, January 2022.  Capgemini Research Institute, World Wealth Report 2025: Sail the Great Wealth Transfer, June 2025.  European Council / European Parliament, Political agreement on the Retail Investment Strategy (RIS), December 2025.