The Role of Artificial Intelligence in Enhancing Retail Supply Chain Efficiency
DOI:
https://doi.org/10.65579/sijri.2026.v2i4.04Keywords:
Artificial Intelligence (AI), Retail Supply Chain, Supply Chain Efficiency, Demand Forecasting, Inventory Management, Predictive Analytics, Machine Learning, Logistics Optimization, Warehouse Automation, Customer Satisfaction, Real-Time Data, Supply Chain ResilienceAbstract
The retail supply chains are also changing with the use of Artificial Intelligence (AI) that is making them more efficient, agile, and decision-making. The paper analyses how AI can be used to increase the efficiency of the supply chain in the retail sector, in particular, demand, inventory, and logistics and customer interaction forecasting. With the implementation of machine learning, predictive analytics and automation technologies, retailers are able to improve demand forecasting, prevent stockouts or excess stocks and optimize warehouse efficiency.
The research is conceptual and analytical in nature, yet it also analyzes literature and industry best practices to assess the impact that AI-powered solutions can have on increasing flexibility and efficiency in the supply chain. The AI-driven demand forecasting systems utilize previous sales, seasonal and real time data to obtain sufficient predictions that allows the retailers to make proper plans regarding procurement and replenishment of inventory. In the field of logistics, smart algorithms and self-driving technologies can enhance the process of delivering goods, which will result in the reduction of costs and shortening of delivery time.
Moreover, AI can help to coordinate suppliers better and reduce the risk through identifying potential risks and offering recommendations. Furthermore, the study reveals the role of AI in enhancing customer satisfaction through personalized suggestions and speeding up the ordering process. Other limitations identified by the study are costs of implementing AI, privacy, and skilled human resource needs.
Finally, the paper concludes that AI is a strategic facilitator of retail supply chains, which facilitates agility, efficiency and competitiveness in a fast-evolving market environment. The paper concludes that AI implementation needs a strategic foresight and investment; however, the overall gains are more than the possible risks, and it is a vital part of retail supply chain strategy.
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