Even with tariff headlines and affordability concerns, F&I performance stayed solid in Q2 2025. Dealers continued to capture profit per vehicle, consumers leaned harder into protection products, and the underlying vehicle mix shifted in ways that will shape the next 12 months of opportunity. Sales Momentum Holds Despite Tariff Headwinds U.S. new-light-vehicle sales averaged 16.1 […]
The Great Decoupling: New Homes Surge While Resales Stand Still Summary: The U.S. housing market has split in two. New construction is booming on builder incentives, while resale remains stuck under the weight of the lock‑in effect. For home warranty providers, growth in late 2025 will come from reallocating effort toward where transactions are actually […]
When preparing a company for sale, financial optics matter. For F&I administrators, few metrics carry more weight with buyers than loss ratios—and those ratios are only as accurate as the earnings curve behind them. F&I earnings curve optimization must happen before a company goes up for sale. Here’s a real-world example of how defaulting to […]
Home sales across the U.S. jumped in March 2025, signaling a typical spring bounce in buyer activity—but that momentum was layered atop a still-fragile foundation. Compared to February, total home sales rose by more than 20%, with gains across both new and existing home categories. However, viewed in the broader context of persistent affordability issues, […]
The Challenge Our client, an investment bank, often constructs cancellation and claims frequency and severity curves for their clients’ financial products. These curves are critical for predicting future cancellations, claim timing, and severity. However, the process is labor-intensive, requiring significant time and manual effort to build each curve from raw data. Updates are even more […]
Our client, a direct-to-consumer marketer of financial products, faced a hidden challenge that was significantly impacting their marketing efficiency and profitability. By purchasing mailing data from multiple vendors, they were unintentionally remailing the same potential customers—resulting in wasted resources and missed opportunities. With a direct mail database of 18 million records, the inefficiencies were costing […]
Colonnade Advisors, an M&A investment bank, faced a significant data challenge when a client provided customer data in an Excel file and CSV format. The data was disorganized, with customer information spread across multiple rows—sometimes as many as ten per customer. With hundreds of thousands of rows, the fragmented data made it nearly impossible to efficiently manipulate or analyze the dataset.