Integrating AI agents with existing software systems is a crucial step in enhancing functionality and improving user experience without the need to overhaul entire infrastructures. The integration process typically begins with identifying the specific areas where AI agents can add value, such as automating customer support, enhancing data analysis, or personalizing user interactions.