LangSmith introduces workspaces to enhance productivity and security by logically grouping users and resources within large organizations, thereby facilitating efficient management for enterprises and startups with multiple teams and business units. The new workspace functionality allows users to create distinct environments for different teams, business units, or deployment settings, maintaining separate settings and resources for each workspace. With organization-scoped roles and actions, users can manage trace projects, datasets, and prompts more effectively, while the Enterprise plan offers scalability with the option for additional workspaces. Role-based access control (RBAC) integrates seamlessly with workspaces, affording granular permission management, and future updates will include features for self-hosted customers and organization-level API access. This structural change supports streamlined workflows and provides customizable settings to accommodate diverse project needs, promoting secure and efficient resource management across large companies.