Leading organizations are pulling ahead of their counterparts by deepening their commitments to AI and focusing on revenue generating applications along with cost savings; these early adopters are positioning themselves to reap the benefits of AI@scale. The four-dimensional framework of crafting a robust AI architecture, orchestrating an AI enabled ecosystem, assimilating right talent, skills & processes and creating a robust governance and enterprise structure are deeply embedded to bring AI@scale.