ECGIT conducted in-depth analysis and proof of concepts using predictive analytics techniques with years of plant data collect by the OSIsoft PI system and the latest version of Advanced Pattern Recognition Software ( Predict-it ) with some of our esteemed clients in India with very promising results. The Study was carried for our very old clients in Cement industry and Energy sector. The study involved data from a fleet of plants and data around 2-5 years. The analysis gave them feedback about the path forward for implementing these solutions flawlessly at fleet level. This data will be shared during the upcoming conferences in Spain and USA.