From the beginning, Okta's vision has been to enable anyone to safely use any technology. With the rise of technology like AI, that vision now includes leveraging your choice of AI model on your data using retrieval-augmented generation (RAG) and semantic search. Many organizations use Active Directory (AD) as their Identity directory. For decades, users and their group memberships have been managed ad hoc with no governance, leading to a large number of groups that are unused, have excessive standing privileges, and lack insight into the membership of the groups. Until now, AD administrators have had to add users to groups based on similar roles and then add additional group memberships based on one-off requests with no governance in place. Essentially, these group memberships are clusters of users with similar attributes, like job code, title, department, or location. However, you’ll also encounter outliers that reflect the one-off assignments. This.