Reinforced cement concrete (RCC) is the most extensively used construction material in construction industries. The concrete consumption rate every year is about 3 tons per person [1]. By 2050, concrete production is expected to rise by 2.5% annually to 4.4 billion tonnes [2]. The quality of RCC construction is influenced by factors like ingredient quality, production techniques, strength, durability, workability, and homogeneity. *Author for correspondence This requires comprehensive and inclusive perception as per Indian standards (IS 456:2000). The quality of finished RCC construction is assessed through various non-destructive testing (NDT).In contrast, the quality of constituent materials [3] is evaluated through associated destructive testing or laboratory-based investigations. A comprehensive quality assessment of RCC construction is crucial for sustainability and assessing the effect of deviations in concrete ingredients and overall quality and the associated impact on service life and sustainability [4]. Quality consideration of RCC construction can