Example Concept: Integrating AI models can enhance software systems by providing advanced features like predictive analytics or natural language processing. However, it introduces complexity in terms of model management, data handling, and system architecture. Performance trade-offs may occur due to increased computational requirements, and maintaining AI models requires ongoing updates and monitoring to ensure accuracy and relevance.