With the rise of advanced analytics solutions such as ML and AI components, building owners and facilitators are actively looking for ways to improve the performance and maintenance practices of their buildings through data analytics to make informed engineering decisions. However, over 70% of technology deployment ends in disarray. Is it due to misconception? Poor choice technology? Or something more?