Manufacturing industry is prime for a major change in handling ABC (Availability of Resources, Business Processes Executions, and Change Managements). New digitalization capabilities and concepts have allow these activities to be progressively Design, Measured, Analyzed, Improved, & Controlled (DMAIC) using data science discipline through mix of Heuristic/Artificial Intelligence. It is therefore important to deep dive and learn the way of exchanging and using data for continuous value realization while keeping the environment complete, accurate, timely and secured.