Despite its benefits, integration comes with several challenges. These include compatibility issues, data synchronization problems, and the complexity of managing multiple APIs. Additionally, businesses must consider security and compliance issues when integrating different systems. It's crucial to have a robust integration strategy and choose the right tools to mitigate these challenges.