Content

Why CLOs Must Move Beyond Personas and Toward Real-Time Member Engagement

Written by Finalytics.ai | Dec 8, 2025

By Craig McLaughlin, Finalytics.ai

For years, personas have shaped how credit unions think about members. They’re useful for planning, but they no longer move the needle in lending. Today’s borrowers don’t behave like static profiles – their needs shift constantly, and they expect digital experiences that adapt with them.

Chief Lending Officers (CLOs) feel this most acutely. Competition is rising, margins are compressed, and members increasingly start (and abandon) applications online. In this environment, relying on persona-based messaging leaves too much opportunity – and too many qualified borrowers – on the table.

The Problem With Personas in Lending

Personas describe groups, not individuals. A single member may show up as:

  • a guidance-seeker when overwhelmed
  • a rate shopper when comparing options
  • a confident expert when they already know the product

Static segmentation can’t detect these shifts. And it can’t adjust the lending experience in real time.

The result is predictable: generic funnels, high abandonment, and missed funded loans.

What CLOs Actually Need: Real-time engagement

Borrowers signal intent long before they click “Apply.” Their behavior reveals:

  • what product they’re exploring
  • how much detail they need
  • whether they’re hesitant or ready to act

When the digital experience adapts to these signals, CLOs gain immediate impact:

  • higher application starts
  • higher completion rates
  • more funded accounts
  • better pull-through
  • lower cost per funded loan

This isn’t about reshuffling marketing copy – it’s about removing friction for good borrowers and accelerating confident ones. The lending advantage: personalization at the experience level

Most persona systems in the market stop at messaging. Finalytics goes further by personalizing the entire borrowing journey in real time:

  • the product presentation
  • the CTA
  • the information depth
  • the tone
  • the funnel steps
  • the recovery path when a borrower stalls

This is what drives actual lending KPIs – not clicks or open rates, but funded loans and stronger portfolio performance.

Bottom Line for CLOs

Personas help you plan. Real-time engagement helps you grow.

Credit unions that adapt the lending experience to each member’s intent – as it’s happening – will convert more qualified borrowers, defend margin, and build deeper, more profitable member relationships.

Connect with Finalytics.ai to learn more.