This paper describes the Meeting Assistant application developed at Intel. Unlike existing human-to-machine solutions, the challenges induced by human-to-human conversations are currently poorly addressed by the industry. In this paper, we describe the capabilities of in-house speech and NLP technologies: online automatic speech recognition, speaker diarization, keyphrase extraction and sentiment detection. These technologies has been adapted to conversational speech domain and integrated into the Meeting Assistant.