Your Collections Strategy Is Really an Operating Model Strategy
Most credit card collections operations are built to handle customers the way they handled them in 2014. The economy that…
You Don’t Need a Data Science Team. You Need the Right Platform.
Most mid-market financial services leaders assume advanced analytics requires a dedicated data science team. The talent math doesn’t work anymore….
Your AI Strategy Has a Data Problem
Most enterprises don’t have a data shortage. They have a data-access problem. Here’s how AI-powered consolidation turns fragmented legacy systems…
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…
Portfolio Due Diligence Success Leads to Multi-Year Risk Management Partnership
Challenge: An investment company was considering purchasing multiple portfolios within two lines of business and needed help with due diligence,…
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…
Three Different Answers
When your CFO, CRO, and Head of Commercial Lending cite three different numbers for the same question, you don’t have…
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,…
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…
From Wall Quotes to Lifelong Lessons: PAG to host 20th Reunion for MBNA People
Like many of you, I paid for my University of Delaware degree by working at MBNA America. Also like many…
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….
PAG helps portfolio buyer assess health of future acquisitions
Challenge: A large portfolio buyer had seen disappointing results from a few previous acquisitions. In one case, a runoff portfolio…
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…
GOBLIN provides strong blend of cost and functionality with a platform offering predictive and prescriptive analytics
We spent a great deal of time in recent months talking to customers and prospects about how we could beef…
Predictive Analytics Group Releases Goblin 2.0 Enterprise Data Platform
Customer feedback leads to faster downloads, enhanced file sharing, and SOC2 certification. NEWARK, Del.–(BUSINESS WIRE)–Predictive Analytics Group (PAG) has relaunched…
Five questions for banks considering partnering on a fintech card program
By David LaRoche Over the past few years, we’ve helped financial institutions conduct due diligence before partnering or supporting a…
If you’re buying a portfolio, data analytics support can be helpful
As a data analytics company, we understand the importance of informed decision-making when it comes to investing in portfolios. With…
Business-transformation projects require risk-management integration
By Stephen Hoops Do any of these sound like something that could happen at your company? Your technology and infrastructure…
The top risks facing community banks: How data analytics can help
Recent research has shown that community bank executives view cybersecurity and credit as the top risks facing their institutions. As…
PAG adds processes and reports to help lender convince regulators its exception documentation was sound
Challenge: A large unsecured loan provider in the United States was having challenges with its model suite and convincing its…
Fintech kicks off card program using GOBLIN platform to merge four data streams
Challenge: One of PAG’s clients – a medium-sized fintech with a long history of customer loyalty – wanted to enter…
Card portfolio acquirer sees double-digit improvement in profitability after PAG overhauls forecasting process
Challenge: One of PAG’s large clients in the United States purchases credit card portfolios from other US-based financial institutions. Our…
PAG helps medical-services client quickly build $50M loan program
Challenge: Predictive Analytics Group (PAG) was engaged in May 2021 by a U.S. medical-services group that provides outpatient plastic surgery,…
Student internships are just one way PAG offers bright career paths
This excerpt is part of an article that included internships at the Gene Editing Institute and Chemours Discovery Lab. It…
Profitability pressure forcing banks to review their underwriting strategies
By David LaRoche Credit card issuers – whether they’re lending to a broad consumer base or to the customers of…
Predictive Analytics Group funds endowed scholarship
Predictive Analytics Group funds endowed scholarship at University of Delaware to engage future Business Analytics professionals CONTACT: David LaRoche (dlaroche@predictiveanalyticsgroup.net),…
PAG helps new affinity card issuer build compliance infrastructure
Company: New Market Entrant – US Co-Brand & Branded Challenge:Company was planning to enter the US Credit Card Market and…
PAG helps casino redesign its floor layout using machine and traffic data
Company: Small Footprint Casino Challenge:Casino was struggling with revenue generation from its Slot and Video Gaming machines. They recently went…
PAG helps NY casino develop data-based prospect marketing campaign and reporting portal
Company: New York Based Racino Challenge:Casino was looking to enhance their marketing efforts within their existing customer base and expand…
Las Vegas casino organizes data from multiple platforms onto one platform with PAG help
Company: Medium Size Las Vegas-based Casino Challenge:A Las Vegas-based casino was looking to address several issue, including organizing their data…
PAG plugs gap in co-brand card issuers’ fraud data and strategy
Company: Large Credit Card Issuer – US Co-Brand Challenge:Company launched a card product that was experiencing higher than expected fraud…
Analyzing the 2022 NBA Eastern Conference Finals
PAG capabilities for NBA Eastern Conference Finals.
PAG helps Top 10 card issuer rebuild its outdated customer score model
Company: Top 10 Credit Card Issuer – US Co-Brand & Branded Challenge:Company has greater than 30 co-brand partner portfolios and…
Beating Back the Beast: Cybersecurity in the Financial World
You read all the IT reports, you follow their recommendations, and you pay attention when they inform you of risks…
Co-brand card issuer results spike after fraud-strategy refresh
Company: Large Credit Card Issuer – US Co-Brand Challenge:Company launched a card product that was experiencing higher than expected fraud…
A quick guided tour of analytic decision making
With the advent of AI and machine learning, some of the most complicated problems in industry have been not only…
Strong risk management isn’t about stopping risk. It’s about managing that risk effectively
Risk is inherent in everything we do. Whether it be choosing to leave the house, turning on a burner, bungee…
COVID-19: Back to Work
Has your business been drastically effected by the COVID-19 virus? Are you unsure of how your business needs to adapt…
Credit-Card Debt in U.S. Rises to Record $930 Billion
Serious delinquencies increase, particularly among younger borrowers WASHINGTON—Credit-card debt rose to a record in the final quarter of 2019 as…
The Decade When Numbers Broke Sports
Brad Pitt (left) played Billy Beane in ‘Moneyball,’ which was released in 2011, at the beginning of a decade that…





