“Data sharing frameworks” are essential in collaboration as they enable organizations to share information securely and efficiently. These frameworks facilitate interoperability, promoting transparency and fostering trust among partners. By establishing clear protocols, stakeholders can optimize decision-making processes and enhance the speed of collaboration, leading to better outcomes and innovation. They also help streamline compliance with regulatory requirements, ensuring that data management respects legal and ethical considerations.