 The paper proposes a hybrid multi-criteria decision-making methodology to evaluate sustainable industrial buildings. It combines the Fair Aggregation Operator, MEREC, Stepwise Weight Assessment Ratio Analysis, SWER, and Additive Ratio Assessment, AIS, methods with Intuitionistic Fuzzy Set, IFS, to overcome the limitations of traditional methods. Firstly, new Intuitionistic Fuzzy Weighted Fairly Aggregation operators are proposed and used to aggregate the decision information. Then, an integrated model is presented based on MEREC for objective weights and SWER for subjective weights of indicators under IFS context. Finally, an integrated AIS method is employed from uncertain perspective to rank the sustainable industrial buildings. The advantages of the developed approach are highlighted in terms of stability and reliability by comparison with some of the existing methods. This article was authored by Aaron O'Dea Rajmishra, Pratibharani, Fausto Cavallaro, and others. We are article.tv, links in the description below.