Relevant Articles and Case Studies:

  • Call Center Optimization Can Combat Rising Delinquencies

    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…

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  • From TDs to Turnarounds: How Our FUN NFL Hobby Helps Us Tackle Your Business Challenges

    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 building predictive models that help our clients increase revenues and reduce risk. But we also admit to being “nerds” with analytics; in fact, we love to build models in our free time that make our…

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  • Revolutionizing Collections: How Machine Learning and RPA Are Slashing 90+ Day Delinquencies

    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 methods. The conversation normally pivots we can help them leverage Machine Learning Models (ML) and Robotic Process Automation (RPA) to tackle concerns over 90+ day delinquencies. For context, Machine Learning Models spot patterns in vast…

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  • Navigating the Data-Driven Landscape: Why Your Business Needs a Comprehensive Analytics Solution

    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 decisions? Without a comprehensive data-analytics platform merging predictive and prescriptive analytics to uncover meaningful insights and informed decisions might seem like a Herculean task. Predictive Analytics: Seeing into the Future Imagine being able to identify…

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  • Unlock the Power of Data in Portfolio Acquisitions

    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.

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  • PAG helps portfolio buyer assess health of future acquisitions

    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 acquisition’s credit losses exceeded projections, and in another, a few card portfolios were growing slower than expected.  Management was under immense pressure to acquire its next set of acquisitions at a profitable margin with upside…

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  • PAG’s GOBLIN software helps investment company make sound purchasing decisions

    PAG’s GOBLIN software helps investment company make sound purchasing decisions

    Challenge: An investment company was considering purchasing multiple portfolios within two lines of business and needed help with due diligence, particularly to validate pricing to ensure the investment met its expectations. Limited historical data was available due to the age of the product, and the investment company lacked the datasets to build a sufficient model…

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  • GOBLIN provides strong blend of cost and functionality with a platform offering predictive and prescriptive analytics

    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 up our GOBLIN 2.0 enterprise and data analytics platform. We asked about new features we could add and how we could simplify configuration options that would provide dynamic, actionable insights to help them make (and…

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  • Predictive Analytics Group Releases Goblin 2.0 Enterprise Data Platform

    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 its GOBLIN enterprise data and analytics platform, adding new functionality based on feedback from existing customers and prospects at financial services organizations of all sizes. “This is truly a turnkey solution based on what customers…

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  • Adjustment of initial line assignments and authorization strategies helps client achieve growth & loss targets

    Adjustment of initial line assignments and authorization strategies helps client achieve growth & loss targets

    Challenge: A PAG client in the US credit card market was not achieving its Year 1 growth and loss-rate projections on a new credit card product.  Balances were growing in the lower half of the credit spectrum and activation on higher FICO balances was not happening at a rate to offset the lower credit balance…

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  • Fintech kicks off card program using GOBLIN platform to merge four data streams

    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 the U.S. card market to leverage its strong customer relationships. The client also had good data history on their customers through its non-card products, but it was in multiple legacy systems and the data was…

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  • Beating Back the Beast: Cybersecurity in the Financial World

    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 and problems. Many of your associates or those you know do the same. Yet somehow, you still hear about breaches in businesses everywhere, including your personal network. The reality of the current climate is that…

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Managing Partner of U.S. Operations

Mr. LaRoche is a resourceful, results-oriented Executive with over 25 years of financial services experience; emphasizing collections risk management, dialer operations, MIS and reporting analytics, acquisition strategies, loss forecasting, credit policy, account management strategies, portfolio conversions, due diligence, and collections operations management. He also has over 15 years of direct risk management experience, with 3 years of collections line management experience possessing excellent analytical skills and the ability to manage diverse groups in strategies, modeling, collections, dialer operations, loss forecasting/loan loss reserve modeling, financial analysis, operations and loss avoidance.

David started his career in 1997 as a customer service representative for Travelers Bank. Since then, he has held the following senior positions:

  • Director, US Operations for Bridgeforce Consulting
  • Sr. Director and Call Center Leader for American Express
  • SVP. Collections Strategy and IT leader for Washington Mutual

Chief Risk Officer

Dale Hoops has over 25 years of experience within the financial services industry, with a focus on Risk Management, Collections, Fraud, Account Management Strategies, Loss Forecasting, stress testing, and economic analysis.

Dale started her financial services career in 1996 as a part time customer service representative and teller in a small financial center while attending the University of Richmond. Her career has included senior roles at Bank of America, Citi, and MBNA America. She has experience with multiple retail products, including consumer and commercial cards, private label and co-brand, deposits, vehicle lending, mortgage, and home equity. Her key strengths have been identifying opportunities for improvement through business analysis, strategy development, and risk governance.

In addition to her professional career, Dale has extensive leadership experience with non-profits with event planning, policy, budget, and audit management. She is a member of the Board of Directors for the Girl Scouts of the Chesapeake Bay, which serves 8,000 girls in Delaware, Maryland, and Virginia. She is the former President, Vice President, and Treasurer at a local Parent-Teacher Association, former community pillar chair for Bank of America’s LEAD for Women Delaware network, and served on the leadership team for the Field of Dreams Relay for Life event to raise funds for the American Cancer Society.

Chief Data and Analytics Officer

Mr. Ridgeway has over 30 years of experience within the financial services industry, including Risk Management, Finance, Project Management, Compliance, MIS, IT & Operations. He has held senior roles at several of the top 5 Banks, including MBNA, Wells Fargo & Citibank. Dee has expertise in Risk oversight and a wealth of knowledge in the regulatory footprint (CFPB / OCC / FRB) in financial services. He has hands-on knowledge in the strategy world with numerous credit products including: credit cards, auto lending, mortgage and home equity, and unsecured lending. Dee is a co-founder of Predictive Analytics Group, worked as a Senior Consultant for Hoops Consulting, LLC., and owned & operated Mayflower Analytics LLC.

From a Risk Management perspective, Dee has experience in portfolio management in credit underwriting and loss mitigation during several growth cycles and economic contraction periods. He understands the needs and partners well with operational risk, modeling, and loss forecasting risk functions.

Dee is a SME on risk data strategy (data architecture, data management, and systems integration) and often creates a "passable bridge" between Risk and IT that translates business needs into executable business plans.

From an MIS, reporting, and portfolio analytics perspective, Dee has a proven track record of designing portfolio reporting that meets executive and end user needs that often have been labeled the "gold standard."

CEO and Chief Strategy Officer

Mr. Hoops has over 25 years of experience within the financial services industry, including Credit Collections & Fraud Risk Management, Business Operations, Control &Compliance, Strategic Planning, Forecasting, and Marketing Analytics. He has served as a Chief Risk Officer for Barclaycard US Partnerships, a Global Scoring Head at Citibank, and a Site President for Wells Fargo Financial. Steve is a co-founder of Predictive Analytics Group and has owned & operated Hoops Consulting, LLC for the past 4 years.

Steve started his financial services career in 1993 as a part-time telemarketer while attending the University of Delaware for his Business Administration degree. Mr. Hoops has spent his 25-plus years within the industry building best-in-class operations with each company he has supported. His career has been highlighted by leading several large functions for several Tier 1 and Tier 2International Banks, including:

  • Credit Policy (CRO for $20B co-branded portfolio, Barclaycard US partnership)
  • Credit Policy (SVP for $28B retail Co-brand & Private Label portfolio, Citibank)
  • Loss Forecasting / Loan Loss Reserves ($30B Consumer portfolio, Citi-Financial)
  • Collections Risk Management ($70B Co-brand & Private label portfolios, Citibank)
  • Modeling ($30B Consumer Loan & sub-prime Mortgage portfolio, Citi-Financial)
  • Collection Operations (Head of 410 person operations center, $17B Auto, Personal Loan & Mortgage portfolio, Wells Fargo)
  • Credit Analytics (MBNA/Bank of America, Wells Fargo, Citibank)