With the world and consumer behaviors changing significantly in days and weeks instead of months and years,the pandemic, geopolitical conflict and volatile markets have exposed the limitations of existing supply chains. Ongoing challenges like poor production scheduling, lack of agility, and mounting technical debt have been exacerbated by dramatic global change, leaving many organizations scrambling. In the meantime, adaptive businesses are using predictive and intelligent technologies to seize this opportunity and drive market share.