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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.1d1" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher">Kazakhstan journal for oil &amp; gas industry</journal-id><journal-title-group><journal-title>Kazakhstan journal for oil &amp; gas industry</journal-title></journal-title-group><issn publication-format="print">2707-4226</issn><issn publication-format="electronic">2957-806X</issn><publisher><publisher-name>KMG Engineering</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">108909</article-id><article-id pub-id-type="doi">10.54859/kjogi108909</article-id><article-categories><subj-group subj-group-type="heading"><subject></subject></subj-group></article-categories><title-group><article-title>Application of Artificial Intelligence in the Oil and Gas Industry: A Trend or a Necessity?</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Dukessova</surname><given-names>Nadezhda</given-names></name><email>N.Dukessova@kmge.kz</email></contrib><contrib contrib-type="author"><name name-style="western"><surname>Kurmangaliyev</surname><given-names>Darhan Zhunuskanovich</given-names></name><email>D.Kurmangaliyev@kmge.kz</email></contrib><contrib contrib-type="author"><name name-style="western"><surname>Abilgaziyeva</surname><given-names>Aliya</given-names></name><email>Aliya-abilgaz@mail.ru</email></contrib><contrib contrib-type="author"><name name-style="western"><surname>Ayaganova</surname><given-names>Anar</given-names></name><email>anar.ayaganova@aogu.edu.kz</email></contrib></contrib-group><volume>8</volume><issue>2</issue><history><pub-date date-type="received" iso-8601-date="2025-08-08"><day>08</day><month>08</month><year>2025</year></pub-date><pub-date date-type="accepted" iso-8601-date="2026-05-15"><day>15</day><month>05</month><year>2026</year></pub-date></history><permissions><copyright-statement>Copyright © , Dukessova N., Kurmangaliyev D.Z., Abilgaziyeva A., Ayaganova A.</copyright-statement></permissions><abstract>&lt;p&gt;In recent decades, artificial intelligence (AI) has been rapidly integrated into the oil and gas industry, covering various stages of exploration and field development. Modern data analysis methods, machine learning, and intelligent control systems significantly enhance the accuracy of well logging and geophysical data interpretation, minimize risks, and optimize production processes. This article explores the main areas of AI application in the oil and gas industry, analyzes current achievements, and discusses the prospects for further technological development.&lt;/p&gt;</abstract><kwd-group xml:lang="ru"><kwd>искусственный интеллект, каротаж, геофизическая разведка, нефтегазовая отрасль, машинное обучение, цифровые технологии.</kwd></kwd-group></article-meta></front><body></body><back/></article>
