Chemical manufacturers have realized that predictive analysis can be the next boom in this industry. As tempting as it sounds, it raises the level of understanding of what happens inside the plant, smoothen manufacturing operations and have predictive maintenance at their disposal. All the chronicles of the production units & their machinery can be filtered in a flick to analyze when it will break, the period of service and also the fundamental issues of failure to fix them to prevent the actual avalanche. As the data speaks, predictive maintenance condenses downtime by 30-50% and surges the machine life by 20-40%. This will cut the cost, increase profit margin, efficiency and might as well give the company an edge. Summing up, APA can add a cherry to the cake in chemical industries.