Mapping deposit growth against loan growth across the world's 1,000 largest banks reveals that 54% expanded lending faster than deposits between 2022 and 2024. When funding structures and liquidity buffers are also considered, Vietnam and Saudi Arabia emerge as the markets with the most vulnerable banking sectors. This underscores the structural challenge of building strong customer deposit franchises in high-growth emerging markets.