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March 14, 2026Annals of Operations Research2 citationsOpen Access

The AI-driven Decision-Making (AIDM) Framework: Integrating AHP and ChatGPT for Supplier Selection

NSNegar SadeghiMDMohammad DehghaniNKNihan Kabadayi

Key Points

  • To develop a framework that combines AHP and GPT for more efficient supplier selection in manufacturing.
  • Integrated the Analytic Hierarchy Process (AHP) with ChatGPT for evaluation.
  • Utilized GPT as virtual agents to automate supplier assessments.
  • Compared AI-generated evaluations with human expert judgments.
  • Demonstrated significant improvements in decision-making efficiency.
  • Confirmed the reliability and effectiveness of GPT in complex supplier selection.
  • Highlighted AI's ability to function as a virtual expert.

Abstract

Abstract The integration of Artificial Intelligence (AI) into decision-making is transforming industry norms by enabling smarter, faster, and more reliable decisions. This paper presents a novel approach for supplier selection in manufacturing by combining the Analytic Hierarchy Process (AHP) with the Generative Pre-trained Transformer (GPT). Using GPT as virtual agents to mimic expert evaluations automates the supplier selection process, significantly improving efficiency. The study demonstrates the effectiveness of large language models as virtual experts in complex decision-making, highlighting AI’s crucial role in strategic manufacturing operations. Comparing GPT’s assessments with human expert judgments confirms the model’s reliability and effectiveness in optimizing supplier selection. This approach enhances decision-making processes and emphasizes the broad utility of AI-centric methodologies in various industries.

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Cite This Study

Sadeghi et al. (2026) studied this question.

synapsesocial.com/papers/69b4fc44b39f7826a300cf95https://doi.org/10.1007/s10479-026-07136-7
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