Codebase Chat is a sophisticated product analytics software tailored for natural language interfaces where interactions involve large language models (LLMs). The platform ingests transcripts of interactions between end users and the LLMs, offering a detailed breakdown of the topics discussed, sentiment analysis, and languages spoken. This helps in better understanding end-user engagement, enhancing performance, and providing user-centric improvements in real-time.