AI va big data yordamida sanoat korxonalarida moliyaviy monitoring va budjet nazoratini avtomatlashtirish

Abdirauf To‘qliyev

GREEN ECONOMY AND DEVELOPMENT, 2025, vol. 3

Abstract: Ushbu maqolada sanoat korxonalarida moliyaviy monitoring va budjet nazoratini avtomatlashtirish uchunsun’iy intellekt (AI) va katta ma’lumotlar (Big Data) texnologiyalarini qo‘llash masalasi yoritilgan. Zamonaviy ilmiymanbalar tahlili asosida AI va Big Data moliyaviy boshqaruvda qanday imkoniyatlar yaratishi, xususan, korxonalardareal vaqt rejimida moliyaviy ko‘rsatkichlarni kuzatish, xatarlarni oldindan aniqlash va budjet ijrosini optimallashtirishdagiyondashuvlar ko‘rib chiqiladi. Maqolada Scopus bazasida chop etilgan tadqiqotlar tahlili natijasida AI yordamida moliyaviyprognozlash aniqligi sezilarli darajada oshishi , xatarlarni erta aniqlash va ogohlantirish tizimlari shakllanishi, hamda budjetmablag‘larining samarasiz sarflanishining oldi olinishi (real misollar asosida, masalan, reklama budjeti optimallashuvinatijasida ROI 15% ga oshgani) ko‘rsatib o‘tiladi . Xulosa qismida esa ushbu texnologiyalarni joriy etishda muvaffaqiyatgaerishish uchun bosqichma-bosqich yondashuv, ma’lumotlar sifatini ta’minlash va xodimlarning texnologik ko‘nikmalarinioshirish bo‘yicha takliflar berilgan

Keywords: Sun’iy intellekt (AI); Katta ma’lumotlar; Moliyaviy monitoring; Budjet nazorati; Avtomatlashtirish; Sanoat korxonalari. (search for similar items in EconPapers)
Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:teu:ged000:v:3:y:2025:id:7840

DOI: 10.5281/zenodo.17606453

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