Yes, certain catalysts can be engineered to prevent chemical fires. These catalysts work by promoting pathways that favor less reactive intermediates or by converting potential fuel into non-flammable compounds. For example, catalytic converters in automobiles help to reduce the emission of flammable hydrocarbons by converting them into less reactive substances like carbon dioxide and water.