Consumer-facing companies rich in transaction data are already routinely testing innovations well outside the realm of product R&D. They include banks such as PNC, Toronto-Dominion, and Wells Fargo; retailers such as CKE Restaurants, Famous Footwear, Food Lion, Sears, and Subway; and online firms such as Amazon, eBay, and Google.