To address this concern proactively, the team implements a modern authentication solution that actively provides Single Sign$-$On $($SSO$)$ capabilities, ensuring enhanced user convenience and security. In this scenario, which technology should the organization proactively employ for federation and enabling SSO capabilities effectively across the diverse range of cloud$-$based applications?