Al-assisted development can expand what those teams are able to build. It can help engineers move faster through repetitive implementation work, generate tests, understand legacy code, and collaborate more directly with business, risk, and compliance stakeholders. But in financial services, faster code creation is only useful if the resulting software remains secure, maintainable, reviewable, and controlled.