Early  in the cycle is the ideal time to make important technological infrastructure  decisions. But it's never too late to find a workable long-term technology  strategy that enables companies to capitalize on the current while preparing  for the future. When all important variables are taken into account, such as  handling the end-to-end customer journey, attaining long-term holistic  transformation, and overcoming operational and technological silos while  balancing quick wins, a platform-based strategy makes sense. Whether silos  are found in operations, tasks, systems, or people, a technology platform is  necessary to break through those barriers. Multiple technologies are used in  a digital transformation platform that allows enterprises to integrate their  activities and overcome silos. A comprehensive digital transformation  requires a number of components, including contextual engagement, process  automation, multichannel communication, and intelligent automation powered by  AI/ML.