The ASAAM method helps predict and improve the quality of software architecture by identifying and addressing complex issues that span multiple architectural components. By analyzing different scenarios, ASAAM can pinpoint specific architectural aspects that need attention early in the development process. This approach allows for better management of critical scenarios and enhances the overall design of the system.