Data Fragmentation Stalling AI-Driven Loyalty for Two-Thirds of Financial Firms

Quick Summary

Two-thirds of financial services firms report that fragmented data is the primary obstacle to launching effective AI-driven loyalty programs. While 85% of leaders recognize data as critical for customer experience, 75% admit to prioritizing AI investment over the essential infrastructure needed to support it.

How Does Fragmented Data Impact AI-Driven Loyalty?

Fragmented data systems prevent financial institutions from achieving a single customer view, which is the bedrock of modern AI-driven loyalty. According to the research, 61% of firms struggle to unify their data, making it nearly impossible to deliver the hyper-personalized experiences that modern consumers demand. This disconnect creates a significant competitive gap between industry leaders and laggards.

• 61% of leaders cannot create a unified view of their customers.
• 68% of firms fear losing customers within 12 months due to poor CX.
• Smaller organizations are falling behind larger peers using real-time insights.

What Are the Main Barriers to AI Personalization?

Beyond data silos, high implementation costs and infrastructure maturity remain significant hurdles for the sector. 59% of business leaders cite the expense of technology as a deterrent, while 72% believe that large-scale data operations must be established before AI can be effectively deployed for personalization. Despite these hurdles, the pressure to modernize is mounting as customer expectations rise.

• 59% cite technology costs as a major barrier to AI adoption.
• 72% require large-scale data operations to be in place first.
• 75% of firms prioritize AI tools over fixing underlying data issues.

“AI is reshaping how loyalty works in financial services. Larger organisations are already using real-time data and AI to deliver faster and more personalised experiences, while many firms are still trying to bring fragmented systems together.” said Kenn van Hauen, Chief AI Officer at AND Digital.

How Can Financial Firms Retain Customer Loyalty?

To remain competitive, firms must shift focus toward building data foundations rather than just deploying AI tools in isolation. The report suggests that on-demand capabilities and real-time data processing are becoming essential for survival. Those who invest in reliable data infrastructure today will be best positioned to act on insights and secure long-term customer retention in an increasingly digital-first market.

“Most organisations understand the value of more personalised customer experiences but delivering them depends on having reliable data and the ability to act on it. The organisations investing in those foundations today will be best placed to retain customers and stay competitive as customer expectations continue to rise.” said Kenn van Hauen, Chief AI Officer at AND Digital.

FF NEWS TAKE:

This report highlights a dangerous trend in fintech: the desire for the "shiny object" of AI without the boring but necessary work of data hygiene. If 75% of firms are ignoring infrastructure, we are heading toward a wave of failed AI projects. For AI-driven loyalty to move the needle, banks must stop treating data as a byproduct and start treating it as their most valuable asset.