Domino's Pizza, Inc.

In 2008, Domino's Pizza was widely recognized as having a product quality problem. In a Harris Interactive consumer survey, Domino's ranked last among major fast-food chains for pizza taste. The company's stock had fallen from $30 in 2004 to approximately $3 by early 2009. Store-level metrics were deteriorating: order accuracy, delivery speed, and customer satisfaction scores all trailed competitors. The company lacked real-time visibility into operational performance at the unit level — managers received lagging reports weekly or monthly, by which time the problems driving poor satisfaction were already established patterns. Without timely measurement, there was no mechanism for rapid operational response.

Under CEO Patrick Doyle, who took over in 2010, Domino's rebuilt its operating model around real-time digital measurement:

• Digital ordering platform: Domino's rebuilt its online ordering system from scratch, launching a redesigned platform in 2012 and subsequently deploying ordering across 15+ channels (website, mobile app, smart TV, voice, smartwatch, social media) under the "AnyWare" initiative.
• Domino's Tracker: The company deployed a real-time order tracking system visible to customers and used internally to measure every stage of the pizza-making and delivery process — from order placement through preparation, baking, and delivery — creating an operational measurement layer that had not previously existed.
• Real-time store dashboards: Store managers received live dashboards showing order velocity, preparation times, delivery times, and customer satisfaction scores — enabling same-shift operational corrections rather than post-hoc reporting.
• Digital mix as primary KPI: Doyle elevated "digital sales as a percentage of total orders" to the company's primary strategic metric, forcing investment decisions across technology, marketing, and operations to optimize for this measure.

• Digital sales exceeded 67% of global retail sales: By fiscal 2022, digital channels accounted for over two-thirds of Domino's global retail sales, up from essentially zero in 2008 — one of the fastest digital adoption curves in quick-service restaurants.