The client, operating within the Oracle R12 environment, recognized the need for better control over user access due to the complexity of their financial and operational processes. Security issues, unclear roles, and compliance requirements were growing concerns. Sigmasoft.ai was brought in to implement a Role-Based Access Control (RBAC) framework, which aimed to streamline user access, reduce security risks, and improve audit readiness.