This document discusses Dialogflow, formerly known as API.AI. It provides an overview of Dialogflow, including how it can be used to build conversational interfaces for platforms like Google Assistant, Slack, and Facebook Messenger. It also describes some key Dialogflow concepts like intents, entity extraction, and training machine learning models to handle natural language understanding.