This session will discuss the growing need for better approaches to Intent identification in conversations, in light of increasing number of APIs and Open-source solutions that are available. The speakers will talk about building a real-time intent identification system and whats missing in existing APIs and solutions when applied to natural human to human conversations. The session will tied those lessons learned to Conversation Intelligence, NLP techniques for intent identification and existing SaaS APIs that can be used.