Clio is an automated analysis tool developed by Anthropic that focuses on understanding real-world usage of language models while ensuring privacy. By abstracting conversations into thematic clusters, it helps reveal how users interact with the Claude AI model in their daily activities, similar to Google Trends. A key advantage of Clio is its ability to provide insights into AI usage without compromising user privacy, which is crucial for enhancing AI model security. Anthropic places a high priority on user data protection, and the design of Clio reflects this commitment through multi-layered privacy measures.