Consumer packaged goods companies have a big problem: They have almost no idea which of their new products will end up being popular with consumers. Despite big data, despite a decade of heavy investment in innovation, despite chief innovation officers and efficient R&D, failure rates for new products have hovered at 60 percent for years. Two-thirds of new product concepts don't even launch.