In organizations where multiple teams or applications rely on AI models, it’s essential to control who has access to which resources. Without proper access controls, sensitive content, proprietary data, or models could be exposed to unauthorized users, leading to security breaches or regulatory violations. For example, an employee might access sensitive data that isn’t relevant to them, or an application could have access to a model containing proprietary information that it shouldn’t be able to use.

Managing access to models, content, and data is challenging. Administrators need to ensure users and applications have access only to the resources they need, while preventing unauthorized access to sensitive information. As organizations scale, managing permissions becomes even more complicated. Tools are required to control access not only at the model level but also within specific content and underlying data sources. This complexity increases the risk of accidental exposure of sensitive assets.

CalypsoAI provides permissions and role-based access controls (RBAC) across models, content, and data. Administrators can control access at the application level, ensuring users and groups only interact with authorized models. For specific content and data, RBAC allows restrictions so only certain users can access sensitive information within models. This comprehensive approach ensures that only authorized entities can interact with models, content, and data, minimizing risks and ensuring compliance.