Loan Loss Analysis: Make Better, Data-Driven Decisions

by Alan Ikemura 2 min read April 10, 2025

Making informed, data-driven business decisions is essential for lenders. Loan loss analysis is a powerful tool that helps financial institutions identify and understand the characteristics and performance of loans that have been lost to competitors. This process involves analyzing data to determine the status of loan applicants who may have booked loans elsewhere.

Key insights of loan loss analysis

By leveraging loan loss analysis, lenders can gain visibility into certain characteristics when an applicant books their loan elsewhere. These insights include the type of financial institution, average loan amount, interest rate, loan term length, and average risk score.

With this information, you can:

  • Improve lead quality and understand the quality and behavior of your applicants to find the most qualified leads for your business.
  • Target the right consumers and determine if you’re preapproving the appropriate consumers while monitoring your campaign efficacy.
  • Acquire high-quality loans and discover who applicants are booking with, how they performed and whether you need to update your underwriting criteria.
  • Increase cross-sell opportunities and see if consumers are applying for loans elsewhere for products similar to the ones you offer.

Experian’s Ascend Intelligence Services™ Foresight solution enables financial institutions to convert data into actionable insights. Understanding why applicants choose other lenders can help you refine your lending criteria, book higher performing loans and capture more business.

Download our latest infographic to learn more about gaining deeper competitor insights, creating optimal product offerings, and reducing risk in your portfolio.

Related Posts

Ask the Expert: Busting the Biggest Myths About Alternative Data with David Elmore and Vince Nowicki

Alternative data myths can hold lenders back. Experian and Mission Federal bust common misconceptions about risk, implementation and getting started.

October 5, 2026 by Julie Lee
2026-2027 Data Breach Response Guide

Our Data Breach Response Guide provides guidance to help your organization prepare, respond and recover while protecting your customers.

September 30, 2026 by Laura Burrows
2027 Data Breach Forecast: Why Trust Is Becoming the Next Cybersecurity Battleground

AI, digital doppelgängers and growing consumer skepticism could reshape the data breach landscape in 2027. Here’s what to prepare for.

September 29, 2026 by Laura Burrows

Subscribe to our Newsletter

Enter your name and email for the latest updates.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Subscribe to our Newsletter

Don't miss out on the latest industry trends and insights!
Subscribe