Example Concept: When integrating AI models, developers often face challenges such as ensuring that the model's input and output formats are compatible with existing system components, managing data pipelines for real-time or batch processing, and optimizing the model's performance to meet system latency and throughput requirements. Additionally, maintaining model accuracy and updating it without disrupting the system can be complex.