In large organizations where multiple users and teams interact with AI, it’s crucial to monitor activities, track security decisions, and ensure compliance with internal policies and external regulations. Without proper oversight, administrators may struggle to detect misuse, identify breaches, or meet compliance standards. The lack of visibility into system interactions and data usage can lead to blind spots and vulnerabilities.

Managing and auditing a complex AI environment requires real-time visibility and detailed logs of all activities. Manually tracking user interactions and security events can be time-consuming and prone to human error, especially in large organizations where many users and models are in play. Ensuring that all activities are logged and easily accessible for audit purposes is essential but challenging to implement effectively.

CalypsoAI’s Dashboard provides real-time insights into model usage and user activities, allowing admins to monitor and manage interactions across all teams and applications. Combined with logging of every request and response, the platform offers a complete audit trail, ensuring compliance and enabling better decision-making. This integrated solution enhances visibility, accountability, and security to maintain control over AI usage.