While Apache Camel simplifies integration, developers may face challenges like managing large route configurations, handling message failures, or optimizing performance. Complex transformations and asynchronous message handling can also lead to debugging difficulties. These issues can be mitigated by modularizing routes, using meaningful error-handling strategies, and leveraging Camel’s built-in testing framework to validate route logic early.