Non-Maturity Deposits – A New Machined Learned Framework For ALM

Banking has now arrived at a speed that it cannot handle. While there have always been problems in banks’ asset-liability models (ALM) and liquidity stress test models, the current environment exacerbates this problem. Recent bank failures hurting public perceptions, the current market trends of higher rates, Quantitative Tightening, digital banking, social media, and a flight…

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The First Step For Raising Deposits

If you are looking for insight into how artificial intelligence can help in banking, we give you the Unified Deposit Formula that can be used for raising deposits. Before using machine learning, we, like most bankers, thought about deposit pricing along a single dimension – price and sensitivity. However, it turns out that price and…

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Deposit Pricing Basics Part 1: The Concepts

The art and science of optimized deposit gathering is a declining skill set among bankers. Banking schools don’t teach it, conferences don’t showcase it, and internal bank educators no longer train in the discipline. It is ironic as no other banking endeavor can build long-term franchise value like deposit gathering. Further, deposit gathering and its…

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Forecasting Cost of Funds Given Fed Moves

Based on the futures market, the Federal Reserve is expected to raise the Fed Funds rate to 3.00% at its December 2022 meeting. The Fed will also aggressively shrink its balance sheet to tame unwanted inflation. These two Fed moves, along with the economic environment and customer behavior will impact your forecasting of your cost…

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