As AI moves from experimentation into core financial operations, institutions must balance innovation with security, compliance, and legacy infrastructure. This 451 Research brief explores how AI is transforming fraud detection, risk analytics, payments, and trading, and how AMD helps provide the scalable, reliable, and efficient infrastructure needed for demanding financial services environments.