OUR GOAL
CLIENT TAKEAWAYS
THE PAG PROCESS
- Develop innovative and effective marketing and underwriting models
- Design account strategies to encourage controlled growth
- Implement customer-friendly treatment strategies to solve financial difficulties
- Prepare documentation and identify operational risk before customer harm can occur
Banking Lead

Dale Hoops
Our Services
What Banking Services We Offer
Predictive Analytics Group assists banking clients of all sizes, and offers a wide range of services from developing underwriting strategies, enhancing collections operations, to regulatory and compliance readiness. Select a tile below to read more about each of our Banking services.
Relevant Articles and Case Studies:
Three Signs Your Underwriting Has Quietly Drifted from Reality
Your dashboard says “fine.” But when you cut the data by segment, a different story emerges. Three warning signs that…
White Paper: When “Good Enough” Underwriting Breaks in an Evolving Economy
Most underwriting doesn’t fail dramatically. It erodes quietly, one segment at a time, while portfolio averages still look “fine.” This…
Collections Optimization: From Forecast Misses to a 90-Day Fix
Three different reports. Three different numbers. How banks build command centers in 90 days to connect fragmented data and transform…
They Didn’t Need 25% More People. They Needed Better Schedules
How a regional bank cut vendor costs 14%, beat loss forecasts by $1.7M, and improved CSAT from 67% to 91%…
Successful Collections Transformation Leads to Comprehensive Portfolio Management Role
Challenge: A large client in the US credit card market was not getting the performance on its forecasted portfolio…
Authorization strategy fixes balance growth issues, leads to comprehensive portfolio management
Challenge: A PAG client in the US credit card market was not achieving its Year 1 growth and loss-rate projections…
When Criminals Use AI Better Than Your Fraud Team
Credit card fraud just got exponentially harder to detect. While financial institutions update rule-based systems quarterly, criminals deploy AI that…
What Predictive Analytics Can Really Do: An NFL Case Study
Our team called the Eagles’ Super Bowl win while most still had the Chiefs. Here’s how that same predictive muscle…
We Don’t Need Another Deck—We Need Results
Traditional consulting often leaves financial institutions with impressive decks—but no clear path to execution. In this article, Predictive Analytics Group’s…
The Credit Card Execution Gap: Why 86% of Institutions Are Falling Behind
Credit card issuers ended 2024 with elevated delinquency rates and higher charge-offs. The problem isn’t strategy; it’s execution. Most institutions…
Digital Transformation of Collections: Why Your Models Are Your Weakest Link
Your collections operation isn’t broken because you lack technology—it’s broken because you’re using yesterday’s models to solve tomorrow’s problems. With…
Predictive Analytics: The New Standard for M&A Due Diligence
Predictive analytics reveals what traditional due diligence misses—churn trends, supplier risk, operational black holes—so you can close deals with confidence.
Efficient Decisions Start Here: The Power of Consolidated Dashboards
Financial executives struggle with fragmented data across multiple legacy systems. Consolidated dashboards transform this chaos into clear, actionable intelligence -…
Transform your lending decisions from instinct-driven to insight-powered
Smart lending decisions now balance human expertise with data-driven insights. Learn how financial institutions using Predictive Analytics Group’s solutions have…
Beyond Credit Scores: Finding Hidden Lending Opportunities Through Data
Discover how combining traditional credit assessment with alternative data analysis helps lenders identify qualified borrowers often overlooked by conventional methods,…
Building Resilient Collections Teams for 2025’s Challenges
As delinquency rates climb to concerning levels, financial institutions must adapt their collections operations. This comprehensive guide explores how banking…
The CFPB jumps into reducing the open banking/privacy/data traffic jam
The CFPB’s final ruling on Section 1033 marks a pivotal shift in open banking and consumer data privacy. Financial institutions…
Cross-Channel Fraud Detection Guide for Banking Executives
Discover how banking executives can protect their institutions from sophisticated cross-channel fraud attacks through integrated monitoring systems and advanced analytics…
Call Center Optimization Can Combat Rising Delinquencies
By David LaRoche As delinquencies and charge-offs rise, financial institutions must strive for call center optimization. At Predictive Analytics Group,…
From TDs to Turnarounds: How Our FUN NFL Hobby Helps Us Tackle Your Business Challenges
In football and finance, accurate predictions are the difference between victory and defeat. Here at Predictive Analytics Group, we love…
Revolutionizing Collections: How Machine Learning and RPA Are Slashing 90+ Day Delinquencies
By David LaRoche I’m getting calls these days from consumer lenders concerned about surging delinquencies and struggles with traditional collection…
Navigating the Data-Driven Landscape: Why Your Business Needs a Comprehensive Analytics Solution
Have you ever felt overwhelmed by the sheer volume of data from various sources, making it tough to make confident…
Don’t let a lack of document control sink your compliance efforts
Have you ever considered how master document control serves not only as a strategic asset but also supports a robust…
Unlock the Power of Data in Portfolio Acquisitions
Revolutionize credit portfolio acquisition with data analytics. Make data-driven decisions, bid competitively, and close deals faster with Predictive Analytics Group.
From Reactive to Proactive: Transforming Collections with Data Insights
With charge-offs and delinquencies hitting recent highs, the stability of your credit portfolio may be at risk. At first glance,…
PAG Leverages Data Analytics for Fair Lending Compliance
With banks facing tougher new rules modernizing fair-lending standards and recent negative press about disparities around fair lending compliance. Predictive…
Time for vigilance rather than panic over delinquencies and charge offs
By David LaRoche Back in early August, a good friend of mine asked me to look at his collections shop….
5 Essential Steps to Achieve Compliance Excellence
Imagine not having to worry about whether auditors, regulators, or partners will find compliance missteps when they review your operations….
PAG helps fintech build an affinity-card compliance program from scratch
Company: New Market Entrant – US Co-Brand & Branded Challenge: A fintech was planning to enter the affinity credit…
Predictive Data Analytics: The Key to Optimizing Your Underwriting Strategy
A regional fintech lending to mid-to-high risk consumers in 24 states recently asked us to help update its 2-year-old strategy…








