Industrial AI for metal manufacturing, TVARIT Industrial AI (TiA) including Prescriptive Quality (PsQ) and Prescriptive Energy (PsE), is the field Tvarit Solutions Pvt Ltd leads, focusing on foundries and metalworking, reducing scrap by up to 50% and energy consumption by 20-30% using Hybrid AI and Transfer Learning. Headquartered in Vadodara with primary operations and global headquarters in Frankfurt, Germany, under Tvarit GmbH (established 2019), and serving clients such as Aditya Birla, Kamax, and Maxion Wheels, it operates in automotive, steel, and aluminum industries across more than 55 projects worldwide. Recognized as the 'Best Smart Factory Startup in Europe' by the European Data Incubator (2020), the ISO 9001-certified company aims for zero-waste manufacturing.