While integration offers many benefits, it also presents challenges. One major issue is data compatibility. Different tools and datasets may use varying formats and standards, making integration difficult. Additionally, the complexity of managing and analyzing large, integrated datasets can require advanced technical skills and resources. Ensuring data privacy and security is another critical concern.