New York reinsurance broker Guy Carpenter & Company has estimated that it could cost $3.3bn to cover the extent of losses associated with the Tianjin explosions.

Top executives the world over spend a lot of time and effort to manage delays or disruptions in their companies' supply chains – with widely varying results.