Respected Scholar, Researcher, Academician, and Supply Chain Specialist,

We respectfully invite you to participate in a brief yet insightful survey examining how AI and human collaboration are transforming supply chain performance on a global scale. Your expertise and perspectives will contribute significantly to advancing this important area of research.

The survey requires only 3–5 minutes of your time, and your participation will be highly valued. Participants from all countries are welcome, and there are no barriers to participation. If you have any suggestions or comments regarding the survey or the research topic, we would be grateful to hear them.

To contribute, please click the link below:

https://forms.gle/bpNhS5cBUf6ocS7Q9

We sincerely appreciate your time, support, and valuable insights.

Warm regards,

Zahid Latif (AIOU, Pakistan)

Tahsina Khan (Bangladesh University of Professionals - BUP)

Md Mehedi Hasan Emon (American International University, Bangladesh)

Muhammad Kamrul Hassan, PhD (Tongling University, China)