Gujarat government has implemented an artificial intelligence based 'Early Warning System' in its schools to prevent dropouts over the recent years. As per recent data, EWS has identified nearly 1,68,000 students which is less than 2 per cent of the total number of enrolled students from Grades 1 to 8, who are at potential risk of dropping out.