Disease outbreak can cost a lot of disadvantages including billions of dollars spent if not handled diligently. In the case of outbreak which can be spread in a matter of seconds, however, with the technology, disease outbreak can be address and respond rapidly to stop the outbreak event from happening. Under Close cooperation with General Department of Preventive Medicine of Ministry of Health in Vietnam, we prototyped and piloted an automatic hotline connected with Machine Learning technology has been created to make matter of reporting mechanism to assist decision makers and trigger the response faster to prevent disease outbreak from happening. The prototype is one of the outcomes from Epihack Vietnam.