We have helped dozens of clients raise more than $3 billion in capital.
OUR GOAL
CLIENT TAKEAWAYS
THE PAG PROCESS
- Evaluate your needs
- Learn your business
- Understand your risk
- Propose a solution
- Execute the plan
- Quantify the results
General Consulting Lead

David Laroche
Our Services
What General Consulting Services We Offer
PAG can help you or your company by performing operational risk assessments to help you comply with procedures, build or assess scorecards to support business growth, predict performance and providing analysis for financing. We also offer account management support to support your operating model.
Relevant Articles and Case Studies:
-
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 into a strategic asset for faster, smarter decisions.
-
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 your underwriting has quietly drifted from an evolving market, and why the fix doesn’t require rebuilding your models from scratch.
-
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 white paper identifies three warning signs that underwriting has drifted from an evolving market and outlines five practical strategies, powered by AI-driven analytics and predictive modeling, to realign risk, return, and growth. Each strategy is…
-
Three Different Answers
When your CFO, CRO, and Head of Commercial Lending cite three different numbers for the same question, you don’t have a people problem. You have a data silo problem. Learn why fragmented data costs banks credibility, speed, and competitive advantage, and how consolidation creates a single source of truth that transforms decision-making.
-
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 adapts in real time, creates synthetic identities at scale, and mimics legitimate customer behavior with surgical precision. AI-powered fraud attempts have increased tenfold in the past year, with GenAI potentially costing financial institutions $40 billion…
-
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 can give your business a strategic edge.
-
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 think they’re doing account management when they’re really just firefighting. Here’s how the gap between reactive problem-solving and systematic optimization costs millions in lost revenue, and what you can do about it.
-
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 – especially critical in competitive areas like collections where simply noting “losses are increasing” isn’t enough.
-
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 reduced manual reviews by 50% without increasing risk, helped others increase approvals by 30% over time while keeping losses stable, and boosted overall portfolio performance—all while strengthening regulatory compliance.
-
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, leading to reduced losses and expanded lending opportunities.
-
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, we’ve seen how advanced analytics and AI can transform collection strategies and mitigate losses. Here’s how executives are addressing these challenges and why partnering with analytics experts is crucial. The Power of Predictive Analytics in…
-
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, issuers have lost some of the tools in their tool belts to help delinquent customers get back on track with their payments. Delinquencies and charge-offs were less of an issue during the pandemic. The New…
-
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 Analytics Group has seen a spike in interest from financial institutions wondering how they can better position themselves in advance of regulators coming to visit. Banks have until 2026 to integrate the new rules governing…
-
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. We focused on his technology and major operational strategies. The discussion was very productive because he’s an experienced executive who knows what he’s doing. During the two hours we spent together, we identified three significant…
-
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 card business in the United States but needed to create a compliance infrastructure – including identifying and hiring a compliance team — to support its efforts. There was no off-the-shelf template it could use that…
-
Business-transformation projects require risk-management integration
By Stephen Hoops Do any of these sound like something that could happen at your company? Risk management frameworks for business transformation programs offer a systematic approach to assess, prioritize, and mitigate risks. Executed right, you can define risks, provide a foundation for your mitigation plan, recognize that precision in language matters, and encourage collaboration…
-
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 regulator and partners that its models were compliant and in control. The client had a few Matters Requiring Attention (MRAs) and other regulatory issues threatening to disrupt its business and didn’t have a large budget…
-
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 client was looking for highly effective forecasting methods to determine loss rates, growth curves, and other critical metrics to increase its profit margins through a more accurate determination of portfolio profitability, thus impacting its offered…






























