In global banking today, a payment system slowing down for even a few minutes can disrupt thousands of transactions across countries. With instant transfers, card payments, and mobile banking running around the clock, financial institutions are increasingly turning to artificial intelligence (AI) to identify early warning signs of system stress before customers notice any disruption. For decades, banks relied on a reactive model. Systems were designed to recover quickly after something went wrong.