AI for Asset–Liability Management (ALM) and Interest Rate Risk
Banks balance assets and liabilities under changing rates. AI models forecast repricing, prepayment behavior, and deposit sensitivity to estimate net interest income and risk.
Scenario analysis and stress tests guide hedges and balance sheet adju
AI enhances ALM discipline with timely, data-driven insights.
Repricing, Prepayment, and Deposits
Models forecast repricing schedules, prepayment behavior, and deposit sensitivity to estimate NII and risk.
Frequently asked questions
How can AI improve traditional ALM processes?
AI models provide more accurate forecasts of key variables like repricing, prepayment rates, and deposit behavior, leading to better risk management decisions.
What is the role of scenario analysis in AI-driven ALM?
Scenario analysis uses AI predictions under different economic conditions to assess potential risks and opportunities within an organization’s balance sheet.
▶ Try it live
Everything above runs in your browser — open Stock Price — GBM and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.