Competing at Machine Speed

The retailer that once brought shoppers to a brand now charges that brand for access to them, the consumer who used to decide in front of a shelf increasingly never sees one, and the channels that built brands have fractured into dozens of algorithmic ecosystems, each with its own rules and its own rates. The industry's response has been to use AI to optimize the model it already runs, which is exactly what the Yellow Pages did as Google was being built. This book argues for a new kind of enterprise, one that senses its entire commercial environment, decides across the whole portfolio, and executes at the speed of the decision itself. Drawn from interviews with forty consumer goods C-suite leaders, a large-scale study of US consumer behavior, and the authors' experience designing and building a first-of-its-kind agentic commerce system and taking it into the field with global brands.