1. Data Silos: Data scattered across different platforms can be difficult to integrate. 2. Data Quality: Ensuring the accuracy and consistency of data can be challenging. 3. Privacy Concerns: Compliance with data protection regulations like GDPR and CCPA is crucial. 4. Technical Limitations: Lack of technical expertise or tools can hinder the integration process.