Businesses struggle to leverage data and deliver a true omnichannel experience at a personalized level at scale. The majority of "AI-Automation" companies are not true AI-first architecture, not data driven, and therefore do not measure ROI. As a result, customers are dissatisfied and disloyal, switching from one brand to another.