In a system for managing blended agent and automated chat in a contact center setting, the system includes: a chat orchestration server invoking natural language processing on a received communication, selecting a standardized text communication responsive to the natural-language-processed communication, and transmitting the standardized text communication to an agent device; and a knowledge management server for determining confidence values and populating ranked lists of responsive standardized text communications.