Research by Twilio reveals that COVID-19 accelerated companies’ digital communications strategy by an average of 6 years while 97% of enterprise decision makers believe the pandemic sped up their company’s digital transformation. In this article, Rodrigo Barreto explores the role of data, analytics and Machine Learning based decisioning as enablers of end to end processes that are key to digital transformation.