
New qualitative research by Raw Knowledge and The Wealth Mosaic
Data management has quietly become one of the most significant strategic challenges facing UK wealth management firms today. What was once viewed as simply a back‑office or technology issue is now firmly recognised as a business‑critical capability – one that underpins growth, client service, regulatory confidence and the effective use of emerging technologies such as AI.
This new research report, written in collaboration by Raw Knowledge and The Wealth Mosaic, explores how organisations across the wealth sector are responding to increasingly complex, fragmented data environments and what it really takes to turn data from an operational burden into a competitive advantage.
Based on in‑depth qualitative interviews with senior executives at UK wealth managers, private banks and advice firms, the report offers a candid, real-world view of where the industry stands today.
Why this research matters now
Wealth management firms are reaching the limits of what fragmented data environments can support. Firms are now required to evidence good client outcomes, withstand increasing regulatory scrutiny, and deliver greater transparency, personalisation and responsiveness to clients – all while managing rising data volumes, spread across multiple systems and providers, and the inefficiencies created by manual processes and inconsistent data.
The rapid rise of AI has only sharpened this challenge. Although many firms are exploring automation and advanced analytics, the reality is clear: without clean, trusted data foundations, these tools cannot deliver value and may instead expose weaknesses at scale.
This research captures a critical moment for the industry, as firms move from recognising the data problem to confronting the hard realities of fixing it.
What you’ll take away
This report focuses on what many firms in the UK wealth industry are doing now to fix fragmented data and unlock measurable business value. You’ll come away with:
- Insight into how data has become a firm‑wide responsibility, not simply an operational or IT concern, and why cultural change and business buy‑in are as critical as technology investment.
- Real‑world perspectives on the journey to a ‘single source of truth’, including the organisational, governance and execution challenges firms encounter along the way.
- Practical examples of how data is reshaping client engagement, from improved onboarding and reporting to more personalised, proactive advice and deeper client relationships.
- An honest assessment of AI readiness in wealth management, and why clean, well‑governed data is essential before firms can safely and effectively deploy advanced analytics and automation.
- Five essential foundations for achieving good data, drawn directly from industry experience.
Whether your organisation is at an early stage of addressing data fragmentation or already on its journey towards a single source of truth, this report offers real-world experience and an actionable framework at a moment when getting data right is no longer optional, but foundational to competitiveness and long-term growth.

