Dr. Andy Schell, Ph.D., CPA, CMB

Forecasting a mortgage company’s future volume is inherently difficult due to uncontrollable variables such as real estate activity, interest rates, and referral flow. Traditional forecasts often rely on fixed assumptions, which can fail in volatile environments. Stochastic forecasting addresses this limitation by explicitly incorporating uncertainty into financial projections. What Is Stochastic Forecasting? Stochastic forecasting is a forward-looking modeling approach that generates a...

Forecasting interest rates remains one of the most persistent challenges in mortgage banking. Performance is influenced by inflation, Federal Reserve policy, employment data, liquidity conditions, global instability, and investor behavior—variables that shift quickly and often unpredictably. Yet mortgage company leadership must still make long-term decisions regarding pricing, staffing, capital allocation, and liquidity in the face of this uncertainty. Monte Carlo simulation provides a more...

As the mortgage market approaches its next inflection point, warehouse bank relationships warrant renewed scrutiny. Too often, these partnerships are evaluated narrowly—almost exclusively through the lens of pricing. While line costs are undeniably important, an approach that prioritizes rate spreads alone can expose lenders to material operational and liquidity risk as market conditions evolve. A well-constructed warehouse strategy begins with diversification and strategic alignment....