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Non-Maturing Deposits Under Pressure, a Mirai RiskTech whitepaper on NMD modeling

Non-Maturing Deposits: How Banks Model NMDs for IRRBB and Liquidity

Luis Estrada By Luis Estrada
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3'
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From first principles to machine learning in deposit modeling for balance sheet, interest rate and liquidity risk management. What Are Non-Maturing Deposits? Non-maturing deposits (NMDs), also...

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Browse our full collection of articles on Balance Sheet Management, ALM, liquidity, risk, regulation, and financial technology.

Bond portfolio losses flowing from accumulated other comprehensive income into a bank's CET1 capital ratio
Interest Rate Risk Regulation

AOCI Opt-Out Explained: What the Basel Endgame Changes

Mirai RiskTech By Mirai RiskTech
Oct 23, 2026, 9:00:19 AM — 7'

The AOCI opt-out is the election that lets US Category III and IV banking organizations exclude accumulated other comprehensive income (AOCI) from...

Deposit balance line falling sharply over a few days, set against a slow 2007 run, illustrating the speed of the 2023 bank runs
ALM Liquidity Interest Rate Risk

What 2023 Taught Banks About Non-Maturity Deposit Behavior

Luis Estrada By Luis Estrada
Oct 22, 2026, 9:00:27 AM — 8'

On 9 March 2023, Silicon Valley Bank lost more than $40 billion of deposits in a single day, and its management expected to lose over $100 billion...

IRRBB Outlook 2026-2028: map of diverging Basel, EU, UK and US interest rate risk rules
Interest Rate Risk

IRRBB Outlook 2026-2028: The Divergence Map

Mirai RiskTech By Mirai RiskTech
Oct 15, 2026, 9:00:22 AM — 6'

Three years after the 2023 turmoil, the four major IRRBB regimes are not converging. They are answering the same question in increasingly different...

From 0% to 90%: the range of bank assumptions on core non-maturity deposits
ALM Liquidity Interest Rate Risk

Non-Maturity Deposit Assumptions: What the Data Says

Luis Estrada By Luis Estrada
Oct 14, 2026, 9:00:13 AM — 8'

Across the banking industry, assumptions about non-maturity deposits, or non-maturing deposits (NMDs), are usually discussed as methodology....