Legacy core infrastructure now hinders the deployment of AI in banking. Pismo, a Visa company, argues that outdated systems create bottlenecks that prevent real-time data processing. This technical debt stalls the integration of intelligent automation. Practitioners must modernize backend APIs to enable the low-latency responses required for modern AI-driven financial services.