A challenge of integrating legacy systems with modern solutions is ensuring compatibility and minimizing disruptions. Legacy systems may use outdated technology and protocols, making it difficult to incorporate them into newer architectures. This often requires significant resources for customization and re-engineering, which can lead to increased costs and project delays.