A novel simulation technique called Gradient Vector Method (GVM) is presented for fast and accurate prediction of shrinkage defects in metal castings. These defects account for nearly 3-5% rejections in the Indian foundry industry, dominated by jobbing SMEs. The GVM has been implemented in AutoCAST-X software usable, reliable and affordable forcasting design optimization and quality assurance.