Enterprises face increasing challenges in managing authentication across thousands of applications while ensuring security and compliance. This article explores a scalable authentication framework that integrates modern identity providers with internal systems, enabling seamless transitions from legacy authentication. By leveraging centralized access control and adaptive authentication, organizations can enhance security while maintaining operational efficiency. This article shares key lessons from implementing this architecture in largescale enterprises and provides practical strategies for security teams to modernize authentication without disrupting workflows.