Data Acuity Solutions unearths opportunities for operations optimization, quality improvement, predictive maintenance and inventory optimization by applying the unique framework of tools and processes that bring focus to the data that is currently not utilized or underutilized. Plant managers and engineers find themselves under pressure today to produce more with the same set of resources and a rapid pace of Industry 4.0 development often leaves them confused. We take a pragmatic approach to provide a step-by-step roadmap whereby Industrial Automation to Industrial Autonomy becomes a measurable and manageable transformation. Our unique implementation methodology is based on our philosophy - not all types of equipment are equal, not all failure modes are equal, not all failure mode related data is equal, which is a result of several decades spent performing Industrial Automation, Asset Management, and Predictive Services. The value proposition of our solutions drives high Return-on-Investment (ROI) based on extended industrial capital equipment expected life, increased asset uptime and decreased unplanned breakdown repair costs using our cost effective Industrial Automation and Internet of Things methodology coupled with the smart usage of Commercial Of The Shelf (COTS) technology