Scaling AI Adoption : A Field Guide for Leaders

How do you turn AI pilots into scaled enterprise impact?

Most organizations run dozens of Al experiments yet struggle to show durable business results. Despite growing budgets and better models, only a fraction achieve scaled, production-level value.

Scaling Al Adoption is the field guide for CxOs and transformation leaders ready to move beyond hype. Drawing on decades of enterprise transformation experience across Fortune 500 companies, AWS executives Indy Sawhney and Vineet Shrivastava lay out a practical operating system to embed AI into the business, reimagine workflows, and build capabilities that drive measurable growth.

At its center is the 4X™ Framework - a proven compass for leading Al at scale. It helps you align Al with business strategy, ready your people, execute with discipline, and prove impact with credible outcomes.

You will learn how to:

●  Define an Al North Star that ties Al use cases to business strategy

●  Build a culture of psychological safety, upskilling and human-Al partnership that unblocks adoption

●  Establish governance and delivery cadences that turn pilots into production

●  Drive adoption, prove value for Al investments, and sustain momentum

Packed with toolkits, rituals, templates, and grounded in frontline work with Fortune 500 enterprise transformations, Scaling Al Adoption shows how to turn scattered efforts into durable competitive advantage.