The first three pillars of sustainability relating to economic, social and, environmental domains are being investigated extensively with regards to corporate sustainability with a focus on reporting methods and corporate responsibilities that contribute to the overall corporate strategy. However, there is a lack of research pertaining to the human domain which is the fourth pillar of sustainability, especially from a talent acquisition perspective in improving human capital. The objective of this paper is related to addressing this paucity in research by adopting an exploratory study on the existing employee selection processes in practice using a mixed-method approach. This paper focuses predominantly on the qualitative data from various key stakeholders and uses thematic analysis to study the interview processes. The objective is to present the findings that could contribute towards shared values related to corporate sustainability through reinforcement of the best practices in talent acquisition as well as the establishment of maximum transparency in the process. The findings from this paper are rooted on the grounds of a social initiative that provides a conceptual decision model called DSRVG approach to enhance transparency and improve structure and consistency during the employee selection interview which in turn can contribute towards enhancing corporate sustainability.