Data Strategy · Experience Architecture · Performance Visualization
Model Portfolio & Strategy Performance
Client & Advisor Servicing Platform
Designed a strategy-first portfolio performance experience for a servicing platform, delivering a clear, unified view of investment strategies for clients while enabling deeper operational insight for internal advisory teams.
The work re-architected how portfolio data is structured, aggregated, and experienced, shifting from traditional account-centric reporting to a strategy-led performance model that reflects how modern portfolios are actually constructed and managed.
The Challenge
Portfolio data was fragmented across multiple backend systems, each operating at different levels of granularity, cadence, and currency. Existing interfaces emphasized account totals, obscuring strategy-level performance and limiting explainability.
As a result:
Clients struggled to understand how strategies were performing over time
Advisors lacked a cohesive view to confidently explain outcomes
Strategy, sleeve, and holding data could not be intuitively reconciled in one place
The business required a solution that brought clarity, trust, and scale to complex managed portfolios without compromising data integrity.
Strategic Intent
The experience was designed around a single principle:
Strategies are the primary narrative, not an analytical afterthought.
Strategies are the primary narrative, not an analytical afterthought.
Key objectives:
Establish strategies as the organizing layer across experiences
Present complex financial data with calm, clarity, and confidence
Support both high-level reassurance and detailed analysis without duplication
Ensure transparent aggregation, totals, and currency convergence
Design within enterprise data constraints and authoritative systems
Experience Architecture
A shared data model powers both client and advisor experiences, differentiated through hierarchy, defaults, and depth.
Core hierarchy:
Account
Strategy
Sleeve
Holdings
This structure allows users to move seamlessly from portfolio outcomes to underlying drivers without losing context.
The Solution
Strategy-First Performance Experience
Designed a unified performance model that surfaces strategy-level value, gains, and historical performance as the primary lens across the platform.
Dual-Audience Design
Client experience: prioritizes clarity, reassurance, and progress over time through summarized views with optional depth
Advisor experience: extends the same structure with diagnostic detail, sleeve visibility, and traceability to holdings and transactions
Both experiences remain aligned, reducing friction in advisor-client conversations.
Data & System Alignment
Partnered closely with data and engineering teams to define orchestration principles:
Backend systems remain authoritative
No recalculation or enrichment at the front end
Presentation logic separated cleanly from data integrity
This ensured consistency across channels and long-term scalability.
Performance & Currency Model
Designed transparent aggregation logic supporting multi-currency portfolios, clearly signalling local vs. converged values and reinforcing trust in totals and performance metrics.
Impact
This strategy-led servicing model delivered meaningful outcomes at both experience and operational levels:
Clearer portfolio comprehension for clients
Faster, more confident explanations for advisors
Reduced cognitive load when navigating complex accounts
Improved trust through transparent aggregation and performance logic
A scalable foundation for future capabilities, including benchmarking, projections, and personalization
Outcomes & Value
By aligning data strategy, system architecture, and experience design, this work transformed fragmented financial data into a coherent, explainable performance narrative.
Investment strategy overview
Investment strategy overview
Investment strategy holdings - Equities
