TA'MINOT ZANJIRLARINI BOSHQARISHDA SUN'IY INTELLEKTDAN FOYDALANISHNING AFZALLIKLARI

Authors

  • Qudratova Xadicha, Yuldashev Abduhakim Millat umidi talabas,Ta’minot zanjiri fani o’qituvchisi Author

Abstract

Ushbu maqolada ta'minot zanjirlarini boshqarishda sun'iy intellekt (SI) texnologiyalaridan foydalanishning asosiy afzalliklari tahlil etilgan. Grand View Research (2024) ma'lumotlariga ko'ra, global SI bozori 2025-yilga kelib 826,7 mlrd dollarga yetishi prognoz qilinmoqda, uning 24,5 foizi ta'minot zanjiri sohasiga to'g'ri keladi. McKinsey Global Institute (2023) tadqiqoti shuni ko'rsatdiki, SI joriy etgan kompaniyalar logistika xarajatlarini 15–20% kamaytirgan va inventar darajasini 35% gacha optimallashtirgan. Maqolada talab bashorati, marshrutlash, real vaqt monitoringi va xavflarni boshqarish yo'nalishlari bo'yicha miqdoriy natijalar keltirilgan.

References

[1] Grand View Research. (2024). Artificial Intelligence Market Size, Share & Trends Analysis Report, 2024–2030.

[2] McKinsey Global Institute. (2023). AI-powered supply chains: The path to end-to-end optimization.

[3] Gartner. (2024). Gartner Supply Chain Top 25 for 2024.

[4] AlixPartners. (2021). The semiconductor shortage and its cascading effect on auto industry losses.

[5] IDC. (2023). Worldwide Artificial Intelligence Spending Guide, 2023.

[6] Chopra, S., & Meindl, P. (2021). Supply Chain Management (7th ed.). Pearson Education.

[7] Mahindra, R., & Singh, A. (2022). Machine Learning Applications in Supply Chain Demand Forecasting. International Journal of Production Economics, 245, 108–121.

[8] Wang, G. et al. (2023). Big data analytics in logistics and supply chain management. International Journal of Production Economics, 176, 98–110.

[9] Tiwari, S. et al. (2022). Big data analytics in supply chain management. Computers & Industrial Engineering, 101, 1–9.

[10] Yusupov, B., & Xoliqov, A. (2023). O'zbekiston savdo kompaniyalarida sun'iy intellekt asosidagi logistika. TDIU Ilmiy axborotnomasi, 4(2), 45–58.

[11] DHL Group. (2023). DHL Annual Report 2023.

[12] Accenture. (2023). AI: Built to Scale — The State of AI Investment and Adoption.

[13] Deloitte. (2023). 2023 Global Supply Chain Survey.

[14] World Economic Forum. (2023). Future of Jobs Report 2023.

[15] IBM Security. (2023). Cost of a Data Breach Report 2023.

Downloads

Published

2026-04-24