The sheer number of AWS services and diversity of customers lulled AWS into pursuing a generic, one-size-fits-all GTM approach, causing the company to lose market share to competitors offering industry-specific solutions. To reverse course, AWS needed to develop more specialized GTM motions and the tech stack to support a more data-driven approach to selling.