eBook
Published May 5, 2025
Credit Decisioning Customer Management
Managing credit limits effectively can help financial institutions maintain a healthy, profitable credit card portfolio. Proactively increasing credit limits can enhance your ability to provide excellent customer satisfaction and drive higher revenue.
Lenders can strategically implement proactive credit limit increases to:
- Increase interchange income
- Generate additional interest income
- Enhance wallet share
- Reduce customer attrition
- Improve customer experience
Proactive credit limit increases give customers access to more credit, which can positively impact their financial health and help you drive business growth.
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Tip Sheet
Protect Wallet Share and Lifetime Value
Your most valuable customers don’t announce their departure. By the time balances decline or activity slows, competitors have already captured share of wallet.
Download our strategic snapshot to learn how your institution can identify behavioral shifts early, respond confidently and accelerate high-value customers forward.
Did you know?
- Customers typically hold less than 50% of their deposits or loans with a single institution.
- Selling to an existing customer can be up to 10x more successful than acquiring a new one.
- A 5% increase in customer retention can boost profits by 25% to 95%.
White Paper
Why efficient hyperparameter tuning matters: Putting Bayesian Optimization to the test
Bayesian Optimization offers a more efficient way to tune machine learning models at scale. This white paper presents a controlled comparison with Grid Search using production credit-risk data to measure runtime and model performance.
- Up to 80× faster hyperparameter tuning
- No loss in CV or holdout AUC
- Evidence from LightGBM credit-risk models
- Guidance for governed ML environments
Tip Sheet
Closing the gaps: fraud prevention across the customer lifecycle
This tip sheet explores where fraud can enter the customer lifecycle and how predictive fraud risk scores help distinguish fraud from true credit risk and help you:
- Reduce first-payment default and bust-out fraud
- Detect synthetic identities earlier
- Improve prescreen and campaign ROI
- Strengthen account management decisions
Webinar
Beyond Acquisition: How Data-Driven Account Management Powers Long-Term Value
Winning new customers is challenging but retaining them and growing their value is even harder.
In this exclusive webinar, America First Credit Union’s Kymrie Turner sits down with Experian’s Mark Soffietti to explore how leading institutions can leverage differentiated data to drive long-term customer value.
You’ll learn about:
- Five key challenges financial institutions face in account management and customer retention
- Risk-focused actions to help protect your institution and your customers
- How America First Credit Union approaches portfolio segmentation, forecasting, and credit limit optimization to strengthen member relationships