Application of artificial intelligence in demand planning for supply chains: a systematic literature review

A Walter, K Ahsan, S Rahman - The International Journal of Logistics …, 2025 - emerald.com
Purpose Demand planning (DP) is a key element of supply chain management (SCM) and is
widely regarded as an important catalyst for improving supply chain performance …

Supply chain analytics: investigating literature-practice perspectives and research opportunities

S Lodemann, S Lechtenberg, K Wesendrup… - Logistics …, 2022 - econstor.eu
Supported by ever-increasing amounts of data and maturing technologies, big data analytics
offers viable, promising improvements for various fields and applications. Supply chain …

Revealing the dynamics of demand forecasting in supply chain management: a holistic investigation

L Goel, N Nandal, S Gupta, M Karanam… - Cogent …, 2024 - Taylor & Francis
Demand forecasting, a crucial aspect of anticipating future customer needs, involves using
historical data to predict trends. With the rise of artificial intelligence (AI), companies are …

Demand forecasting in retail industry for liquor consumption using LSTM

A Palkar, M Deshpande, S Kalekar… - … on Electronics and …, 2020 - ieeexplore.ieee.org
This paper focuses on forecasting demand of sales stock. Retailers face problems of stock
out or over stock due to improper management or estimation skills. So, to help retailers …

[PDF][PDF] AI‐Driven Logistics: Understanding the Transformational Impact on Global Supply Chain Networks

J Jones - 2025 - preprints.org
The rapid evolution of artificial intelligence (AI) has significantly impacted various sectors,
particularly in supply chain management (SCM). This study investigates the transformative …

[PDF][PDF] AI-Driven Demand Forecasting in Supply Chains: A Qualitative Analysis of Adoption and Impact

J Jones - 2025 - preprints.org
This study investigates the adoption and impact of AI-driven demand forecasting in supply
chain management, emphasizing the transformative potential of artificial intelligence (AI) in …