A Japanese insurer is involved in the development of an algorithm which will provide individualised accident risk data on taxi drivers. Sompo Japan Nipponkoa Insurance, taxi company Daiichi Kotsu Sangyo, and professional services firm Accenture will collaborate to develop the deep-learning algorithm that aims to understand individual driver habits and help improve driver safety in Japan.