integration into existing applications. Features in this space include connectors to knowledge bases, prompt and policy management, observability, and evaluation of model outputs for accuracy and safety. Typical uses span customer support, sales enablement, knowledge management, and operations, enabling domain-aware assistants that answer questions, summarize content, and trigger actions across systems.