Context

As the Growth Product Manager at AIB, I was tasked with improving the performance of personal loan products on digital channels (App & Web Portal).

My role here required a data intensive focus on customer journies, back by qualitative interviews to gain insights into behaviours and drop off rates.

Issue:

Personal Loan draw down rates via Phone Channels of 97% but a much lower rate of 64% on Digital Channels, which had been the norm for years.

This 33% performance deficit required addressing as the vast majority of loan applications took place on digital channels.

Approach

Diagnosed the issue with real customer data:

  • Performed a review of Quantitative data on the drawdown funnel using Google Analytics and internal EDW customer data.
  • Led an outbound call campaign to non-drawdown customers to gather and analyze Qualitative insights on the discrepancy.

Identified the core constraint:

  • Majority of non-performing customers either didn’t realize they needed to complete an extra step, or needed assistance with tax identification input.
  • Essentially this was a communication issue which was only revealed through the qualitative analysis.

Designed a low-effort, high-impact intervention:

  • Working with the Marketing department I deployed targeted push messaging in the AIB Mobile App and an accompanying email campaign to clarify the next steps required by the customer, and assist with tax detail entry.

Outcome:

  • Digital loan drawdown rates jumped from 64% to 86% - a sustainable and significant improvement in product performance.
  • In monetary terms this represented a €150 million annual uplift in loan drawdowns directly attributable to the push and email campaign.

Frameworks & Strategic Reasoning:

  • PESTEL Analysis: Recognized regulatory, political, and socio-cultural constraints (post-2008 crash environment).
  • Pareto Principle: Focused on the single largest segment (60%) of the drop-off, maximizing leverage.
  • SWOT Analysis: Used AIB’s strength, rapid compliance-approved communications, to deliver the campaign.
  • Stakeholder Alignment: Framed communications as “service” rather than “marketing” to secure compliance approval.

Tools Used:

  • Google Analytics (quantitative funnel analysis)
  • Outbound calls (qualitative insight)
  • Excel (segmentation and analysis)
  • AIB mobile app (push messaging)
  • Email (follow-ups)

Key Learnings:

By focusing on what actual customers needed - and rapidly implementing a targeted, compliant intervention - I was able to unlock a substantial and measurable business outcome for AIB.

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