Strategic Integration Of AI And ML: Enhancing Business Decision-Making Efficiency And Ethical Governance

Artificial Intelligence (AI) and Machine Learning (ML) technologies have evolved as crucial tools for improving Decision-Making (DM) processes in business operations as businesses navigate complex as well as dynamic environments increasingly. This paper scrutinizes the profound effect of AI and ML on the efficiency and ethical governance of Business Decision-Making (BDM). Using the convenience sampling technique, study data is gathered from 260 respondents who are industry professionals and AI experts from various organizations in India. As per the outcomes, a significant positive relationship betwixt multiple AI and ML integration aspects and BDM effectiveness within firms. Notably, AI and ML technology utilization, augmenting human intelligence, strategic integration, AI&ML ethics and governance, and AI&ML skills and expertise illustrate strong associations with the effectiveness of BDM. Regardless of the several advantages of AI and ML, integrating AI and ML technologies into BDM processes is not without challenges. This study finds that one significant challenge is data privacy. AI frequently encompasses gathering and investigating enormous personal data, thus raising concerns regarding data security as well as privacy. In conclusion, AI’s and ML’s role in BDM is poised to continue shaping the corporate world’s dynamics in profound as well as enduring ways.