The Role of Neural Networks in Transforming Supply Chain Resilience for Low - Income Communities

Narender Nalla

Abstract: This review examines the transformative potential of neural networks in addressing supply chain challenges faced by low - income communities, especially during the COVID19 pandemic. It explores AI driven solutions for enhancing demand forecasting, resource optimization, and real time monitoring, presenting case studies that illustrate the positive impact on food security, healthcare access, and economic recovery. The article highlights how neural networks contribute to resilient, equitable supply chains that prioritize the welfare of underserved populations.

Keywords: Supply Chain Management, Social Impact, AI Applications, Vulnerable Populations, Technology Solutions, Neural Networks