Designing an intelligence platform for relationship managers

Designing an intelligence platform for relationship managers

Helping relationship managers spend less time preparing and more time advising — by bringing fragmented client data into one complete, actionable view.

Overview

Overview

WealthScapeRM is a relationship manager platform built from the ground up to serve as a single system of record for client portfolio visibility across multiple financial asset classes. This project focuses on building an intelligence platform for RMs, bringing client portfolio data together in one place, surfacing where to focus, and scaling across every level of the organisation. I worked as the sole designer alongside product, engineering, and business stakeholders.

WealthScapeRM is a relationship manager platform built from the ground up to serve as a single system of record for client portfolio visibility across multiple financial asset classes. This project focuses on building an intelligence platform for RMs, bringing client portfolio data together in one place, surfacing where to focus, and scaling across every level of the organisation. I worked as the sole designer alongside product, engineering, and business stakeholders.

Role

Role

Product Designer

Product Designer

Timeline

Timeline

2 months

2 months

Team

Team

6 people

6 people

Understanding RM Workflows

Understanding RM Workflows

Relationship Manager

Relationship Managers manage books of 500–800 clients, conducting portfolio reviews and advising on investments, reallocations, and new opportunities. Their performance comes down to two things: AUM growth and client retention which are typically monthly reviews or event-driven reallocations. Both depend on the quality of the client conversation, and that conversation is only as good as the preparation behind it.

Relationship Managers manage books of 500–800 clients, conducting portfolio reviews and advising on investments, reallocations, and new opportunities. Their performance comes down to two things: AUM growth and client retention which are typically monthly reviews or event-driven reallocations. Both depend on the quality of the client conversation, and that conversation is only as good as the preparation behind it.

RM's current workflow

CAS statements → spreadsheet → internal platform with in-house investments → meeting

RM's current workflow

CAS statements → spreadsheet → internal platform with in-house investments → meeting

Industry averages of 10-20 hours/week per RM spend that accounts for 30-35% of their week on admin tasks like spreadsheet consolidation, as per Cerulli Associates and SEI studies.

Industry averages of 10-20 hours/week per RM spend that accounts for 30-35% of their week on admin tasks like spreadsheet consolidation, as per Cerulli Associates and SEI studies.

What the problem is

Fragmented portfolio visibility as there is no single tool that shows a complete picture.

Fragmented portfolio visibility as there is no single tool that shows a complete picture.

Manual spreadsheet consolidation is repetitive, error-prone, and slow.

Manual spreadsheet consolidation is repetitive, error-prone, and slow.

Advisory quality depends on the individual RM, not the system.

Advisory quality depends on the individual RM, not the system.

Business consequence

Business consequence

As books grow and teams scale, these individual RM problems compound. Advisory quality becomes RM-dependent. Growth opportunities are missed because no one is looking at the right signal at the right time.

As books grow and teams scale, these individual RM problems compound. Advisory quality becomes RM-dependent. Growth opportunities are missed because no one is looking at the right signal at the right time.

Constraints & Considerations

Constraints & Considerations

The realities that shaped every design decision.

The realities that shaped every design decision.

  • The platform serves five levels of RM hierarchy and an admin role. Each with a different mental model and a different job. Every surface decision had to account for who was looking at it and why.

  • No existing benchmark. Built from scratch, no prior tool, no usage data, no existing user behaviour to design around. Every decision was grounded in domain research rather than precedent.

  • SoA vs. Demat data asymmetry; Mutual fund holdings can exist as both SoA (via CAMS/KFIN) and Demat (via NSDL/CDSL).

Goals

Goals

  • Give RMs a complete, real-time view of every client's portfolio, including external investments

  • Surface growth opportunities and risks proactively, without manual preparation

  • Standardise advisory quality across RM experience levels

  • Give managers live visibility into team and client coverage

  • Support scalable RM hierarchies and role-based access across the organisation

  • Give RMs a complete, real-time view of every client's portfolio, including external investments

  • Surface growth opportunities and risks proactively, without manual preparation

  • Standardise advisory quality across RM experience levels

  • Give managers live visibility into team and client coverage

  • Support scalable RM hierarchies and role-based access across the organisation

Process

Process

Building the architecture

Before designing any surface, the architecture had to be defined; what each role could see, how deep the navigation went, and what was in scope for the current build vs what came next.

Before designing any surface, the architecture had to be defined; what each role could see, how deep the navigation went, and what was in scope for the current build vs what came next.

Two architectures, two mental models: Keeping them separate prevented one interface from serving two fundamentally different jobs.

RM architecture is built around the client

Admin architecture is built around the organisation

Two architectures, two mental models: Keeping them separate prevented one interface from serving two fundamentally different jobs.

RM architecture is built around the client

Admin architecture is built around the organisation

Consent and assisted journey as top-level of the RM architecture, distinct workflows for onboarding and data acquisition, separate from ongoing portfolio management.

Consent and assisted journey as top-level of the RM architecture, distinct workflows for onboarding and data acquisition, separate from ongoing portfolio management.

Information architecture

Key Decisions

Unified portfolio view

Unified portfolio view

Aggregating client portfolio across multiple data sources

Aggregating client portfolio across multiple data sources

Internal RM tools at most institutions were scoped to in-house investments only. External holdings existed in the client's ECAS data if shared.

Internal RM tools at most institutions were scoped to in-house investments only. External holdings existed in the client's ECAS data if shared.

  • Data from AA, MFC, and ECAS surfaces immediately regardless of reliability, gaps flagged inline, layouts designed to accommodate multiple data states

  • Information architecture prioritised by RM role and actions

  • Internal and external holdings visible portfolio-wide and per asset class

  • Data from AA, MFC, and ECAS surfaces immediately regardless of reliability, gaps flagged inline, layouts designed to accommodate multiple data states

  • Information architecture prioritised by RM role and actions

  • Internal and external holdings visible portfolio-wide and per asset class

Impact With a unified view of the client's complete portfolio, RMs can immediately see where assets are concentrated, where gaps exist, and where there's scope to mobilise funds into their book.

Impact With a unified view of the client's complete portfolio, RMs can immediately see where assets are concentrated, where gaps exist, and where there's scope to mobilise funds into their book.

Guided Advisory

Guided Advisory

Helping RMs have better client conversations with faster prep

Helping RMs have better client conversations with faster prep

Client conversations require preparation, knowing what the client holds, where the gaps are, and what to recommend. For newer RMs this context doesn't exist yet.

Client conversations require preparation, knowing what the client holds, where the gaps are, and what to recommend. For newer RMs this context doesn't exist yet.

Key decisions

Key decisions

  1. Recommendations: Categorising recommendations by intent: Growth, Alert, Tax & more.

  1. Recommendations: Categorising recommendations by intent: Growth, Alert, Tax & more.

  1. Contextual insights: Inline tooltips & callouts for relevant insight at the point of need

  1. Contextual insights: Inline tooltips & callouts for relevant insight at the point of need

  1. Logging Meeting with comments.: Visible to the RM, their manager, admin, and any co-assigned RMs, so relationship history travels with the client.

  1. Logging Meeting with comments.: Visible to the RM, their manager, admin, and any co-assigned RMs, so relationship history travels with the client.

Proactive client alerts

Proactive client alerts

Surfacing risk and priority across the client book

Surfacing risk and priority across the client book

How might we help relationship managers prioritize the right clients to act on across a large book of accounts?

How might we help relationship managers prioritize the right clients to act on across a large book of accounts?

An RM may manage hundreds of clients, making it impractical to monitor each portfolio individually. The question wasn't what to surface - it was what the right unit of attention was.

An RM may manage hundreds of clients, making it impractical to monitor each portfolio individually. The question wasn't what to surface - it was what the right unit of attention was.

The event? Too granular. The individual client? Doesn't scale. The answer was the pattern.

The event? Too granular. The individual client? Doesn't scale. The answer was the pattern.

What's next : Clients overlapping across multiple cohorts are a stronger risk signal. Severity tiers - High, Medium, Low, will surface once the right cohort combinations are validated through usage.

What's next : Clients overlapping across multiple cohorts are a stronger risk signal. Severity tiers - High, Medium, Low, will surface once the right cohort combinations are validated through usage.

Designing for scale

RM hierarchy & manager visibility

Giving managers live visibility into their team's client book

Giving managers live visibility into their team's client book

Toolbar switching - search by name or filter by role to mirror any reportee's exact dashboard

Sticky banner - always shows whose dashboard is being viewed, with one-click revert back to their own

Toolbar switching - search by name or filter by role to mirror any reportee's exact dashboard

Sticky banner - always shows whose dashboard is being viewed, with one-click revert back to their own

Admin & client assignment

Assigning the right RM to the right client

Assigning the right RM to the right client

Client list surfaces context at the list level so the admin can make an informed assignment decision before opening a single record

Client list surfaces context at the list level so the admin can make an informed assignment decision before opening a single record

Impact

Impact

WealthScapeRM is currently in POC across few clients, using data sourcing from AA, MFC and Ecas.

WealthScapeRM is currently in POC across few clients, using data sourcing from AA, MFC and Ecas.

What the platform made possible:

What the platform made possible:

Complete visibility into each client's wealth helped create opportunities to mobilise assets and cross-sell products like insurance, NPS, FDs, deposits, and stocks

Complete visibility into each client's wealth helped create opportunities to mobilise assets and cross-sell products like insurance, NPS, FDs, deposits, and stocks

Advisory quality becomes more consistent across RM experience levels, with recommendations and contextual insights supporting newer RMs in client conversations

Advisory quality becomes more consistent across RM experience levels, with recommendations and contextual insights supporting newer RMs in client conversations

Managers have live visibility into team and client coverage, decisions that previously waited for reporting cycles happen in real time

Managers have live visibility into team and client coverage, decisions that previously waited for reporting cycles happen in real time

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