{"id":42233,"date":"2024-11-01T22:10:01","date_gmt":"2024-11-01T21:10:01","guid":{"rendered":"https:\/\/www.investglass.com\/?p=42233"},"modified":"2026-04-17T14:22:08","modified_gmt":"2026-04-17T12:22:08","slug":"%d9%83%d9%8a%d9%81-%d8%aa%d8%b3%d8%aa%d8%ae%d8%af%d9%85-%d8%a7%d9%84%d8%a8%d9%86%d9%88%d9%83-%d8%a8%d8%b1%d9%85%d8%ac%d9%8a%d8%a7%d8%aa-%d8%a5%d8%af%d8%a7%d8%b1%d8%a9-%d9%85%d8%b9%d9%84%d9%88%d9%85","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/ar\/how-are-banks-using-llms-enhancing-fraud-detection-risk-assessment-and-credit-evaluation\/","title":{"rendered":"\u0643\u064a\u0641 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0646\u0648\u0643 \u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646: \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062a\u0642\u064a\u064a\u0645 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href=\"https:\/\/www.investglass.com\/ar\/%d8%b9%d8%b1%d8%b6-%d8%aa%d9%88%d8%b6%d9%8a%d8%ad%d9%8a\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2920\">\u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0633\u0648\u064a\u0633\u0631\u064a<\/a> \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u0648\u064a\u0633\u0631\u064a \u0645\u0639 \u0646\u0645\u0648\u0630\u062c\u0643 \u0627\u0644\u0645\u0641\u0636\u0644. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0645\u0642\u0631\u0643 \u0623\u0648 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062f\u064a\u0646\u0627 \u0641\u064a \u0643\u0627\u0646\u062a\u0648\u0646 \u062c\u0646\u064a\u0641.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-introduction-to-llms-in-banking\">\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0645\u0635\u0631\u0641\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0645\u0631 \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a \u0628\u062a\u062d\u0648\u0644 \u0643\u0628\u064a\u0631 \u0645\u0639 \u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0647\u064a \u0646\u0648\u0639 \u0645\u0646 <a class=\"wpil_keyword_link\" 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\u0648\u0623\u0645\u0627\u0646\u064b\u0627. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645\u060c \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0622\u0644\u064a\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-key-takeaways\">\u0627\u0644\u0648\u062c\u0628\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0642\u0648\u0645 \u0627\u0644\u0628\u0646\u0648\u0643 \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 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\u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n\n\n\n<li>\u062a\u0644\u0639\u0628 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0622\u0644\u064a \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629\u060c \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 \u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n\n\n\n<li>\u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u060c \u062a\u0639\u0645\u0644 \u0622\u0644\u064a\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u062a\u0648\u0644\u064a\u062f \u062d\u0644\u0648\u0644 \u0645\u0627\u0644\u064a\u0629 \u0645\u062e\u0635\u0635\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u062b\u0642\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-leveraging-large-language-models-for-customer-service\">\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"569\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture-1024x569.png\" alt=\"\" class=\"wp-image-39958\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture-1024x569.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture-300x167.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture-768x427.png 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture.png 1488w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u0645\u0639\u0627\u0635\u0631\u060c \u0623\u0635\u0628\u062d\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062c\u0627\u0646\u0628\u0627\u064b \u0623\u0633\u0627\u0633\u064a\u0627\u064b \u0645\u0646 \u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u0648\u062a\u0623\u062a\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0645\u0646 \u0623\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0637\u0627\u0639. \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u0628\u0646\u0648\u0643 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0639\u0628\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0633\u0644\u0627\u0633\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u0639 \u0627\u0644\u0628\u0634\u0631. \u0648\u0628\u0641\u0636\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0643\u0644\u064a\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u062c\u0627\u0648\u0632 \u0645\u0632\u0627\u064a\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0645\u062c\u0631\u062f \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646\u060c \u062a\u0645\u062a\u0644\u0643 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0648\u0642\u0639 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0648\u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u062a\u0641\u0636\u064a\u0644\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0647\u0632 \u0627\u0644\u0628\u0646\u0648\u0643 \u0628\u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062e\u0635\u064a\u0635 \u062e\u062f\u0645\u0627\u062a \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0641\u0631\u062f\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629. \u064a\u0642\u0641 \u0628\u0646\u0643 HDFC \u0643\u062f\u0644\u064a\u0644 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0641\u0648\u0627\u0626\u062f. \u0641\u0642\u062f \u0634\u0647\u062f \u0632\u064a\u0627\u062f\u0629 \u0641\u064a \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0639\u062f \u062a\u0633\u0644\u064a\u0645 \u0623\u0633\u0631\u0639 \u0644\u0644\u062e\u062f\u0645\u0627\u062a \u062a\u0645 \u0625\u0645\u0643\u0627\u0646\u0647 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629. \u0643\u0645\u0627 \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0645\u062b\u0644 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u064a\u062a\u0636\u0645\u0646 \u0625\u062f\u0627\u0631\u0629 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0639 \u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0644\u062e\u062f\u0645\u0627\u062a \u0642\u0646\u0648\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u062d\u064a\u062b \u064a\u062a\u0639\u0644\u0645\u0648\u0646 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u0647\u0648 \u062a\u0637\u0648\u0631 \u064a\u0634\u062d\u0630 \u0641\u0637\u0646\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062e\u0637\u0623 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0643\u062b\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0636\u0645\u0646 \u0645\u0647\u0627\u0645 \u0645\u0639\u0642\u062f\u0629 \u0623\u062e\u0631\u0649.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2024\u060c \u062a\u0634\u064a\u0631 \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u0633\u062a\u062d\u0642\u0642 \u0645\u0639\u062f\u0644 \u062f\u0642\u0629 \u064a\u0642\u062a\u0631\u0628 \u0645\u0646 851 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0641\u064a \u0639\u0627\u0645 2024\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u062a\u062d\u0648\u0644 \u062c\u0630\u0631\u064a \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0644\u0645\u0633\u0627\u0626\u0644 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-automating-banking-operations-with-llms\">\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0622\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"598\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass-1024x598.png\" alt=\"\" class=\"wp-image-42066\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass-1024x598.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass-300x175.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass-768x449.png 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass-1536x897.png 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/09\/Automation-InvestGlass.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0628\u0646\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a \u0625\u0635\u0644\u0627\u062d\u064b\u0627 \u0631\u0642\u0645\u064a\u064b\u0627 \u0634\u0627\u0645\u0644\u064b\u0627\u060c \u0648\u062a\u0623\u062a\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0648\u0631. \u0648\u064a\u0624\u062f\u064a \u0627\u0639\u062a\u0645\u0627\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062f\u0648\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644. \u0648\u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u062f\u0639\u0645\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0644\u0645\u0648\u0638\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u062a\u0628 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0644\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0647\u0627\u0645\u0629 \u0645\u062b\u0644 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0642\u0631\u0648\u0636 \u0648\u0646\u0645\u0627\u0630\u062c \"\u0627\u0639\u0631\u0641 \u0639\u0645\u064a\u0644\u0643\"\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u064a\u0633\u0631\u0651\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u063a\u0631\u0628\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0631\u0624\u0649 \u0642\u062f \u062a\u0633\u062a\u0639\u0635\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0623\u0637\u0631\u0647\u0627 \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0646\u0648\u0643 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\u0628\u0634\u0643\u0644 \u0625\u064a\u062c\u0627\u0628\u064a \u0644\u064a\u0633 \u0641\u0642\u0637 \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0639\u0628\u0621 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0631\u0641\u0639 \u0645\u0633\u062a\u0648\u0649 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645 \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0635\u0631\u0641\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-streamlining-customer-onboarding\">\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u062f\u0621 \u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0639\u0645\u064a\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u064a\u0644 \u0645\u0639 <a href=\"https:\/\/www.investglass.com\/ar\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%aa%d8%ad%d9%88%d9%8a%d9%84-%d8%b9%d9%85%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d8%a3%d9%87%d9%8a%d9%84-%d8%a5%d9%84%d9%89-%d8%b9%d9%85%d9%84%d9%8a%d8%a9-%d8%b1%d9%82\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2925\">\u064a\u062a\u0623\u062b\u0631 \u0627\u0644\u0628\u0646\u0643 \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631 \u0628\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0623\u0647\u064a\u0644<\/a>. \u062a\u0633\u0647\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u062d\u064a\u062b \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u062d\u0633\u0627\u0628\u0627\u062a\u0647\u0645\u060c 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class=\"wp-block-paragraph\">\u064a\u0624\u0643\u062f \u0625\u062f\u0645\u0627\u062c \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u062f\u0648\u0646 \u0623\u064a \u0627\u062d\u062a\u0643\u0627\u0643 \u0639\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0642\u0641\u0632\u0629 \u0643\u0628\u064a\u0631\u0629 \u0646\u062d\u0648 \u062a\u062d\u0642\u064a\u0642 \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-enhancing-compliance-and-regulatory-adherence\">\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/h3>\n\n\n\n<p 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https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-1536x863.jpg 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-scaled.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u060c \u062a\u064f\u0639\u062f \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644\u064a\u0629 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629. <a href=\"https:\/\/www.investglass.com\/ar\/%d8%a3%d9%87%d9%85%d9%8a%d8%a9-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d8%aa%d9%88%d9%84%d9%8a%d8%af%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84\/\" 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\u0648\u0638\u0631\u0648\u0641 \u0645\u0627\u0644\u064a\u0629 \u0645\u0639\u064a\u0646\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u0627 \u062a\u0642\u062a\u0635\u0631 \u0641\u0627\u0626\u062f\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0625\u0646\u0647\u0627 \u062a\u0648\u0633\u0639 \u0646\u0637\u0627\u0642 \u0648\u0635\u0648\u0644 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629. \u0641\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0634\u0631\u0627\u0626\u062d \u0627\u0644\u0645\u062d\u0631\u0648\u0645\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u062e\u064a\u0627\u0631\u0627\u062a \u0642\u0631\u0648\u0636 \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0644\u0639\u0645\u0644\u0627\u0626\u0647\u0627\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629 \u0648\u0627\u0644\u0648\u0644\u0627\u0621.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-investment-and-portfolio-management\">\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0648\u0627\u0644\u0645\u062d\u0627\u0641\u0638 \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024-1024x701.png\" alt=\"\" class=\"wp-image-40521\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024-1024x701.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024-300x205.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024-768x525.png 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024-1536x1051.png 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/InvestGlass-Portfolio-2024.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u0627\u0641\u0638 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629\u060c \u0623\u062b\u0628\u062a\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0623\u0646\u0647\u0627 \u062a\u064f\u062d\u062f\u062b \u062a\u062d\u0648\u0644\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b. \u062a\u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062e\u0632\u0627\u0646\u0629 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629. \u062a\u062f\u0639\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062b\u0645\u0631\u064a\u0646 \u0648\u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u064a\u0646 \u0641\u064a \u062a\u0648\u0642\u0639 \u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u0633\u0648\u0642\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0639\u062f\u0645 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631\u060c \u0645\u0646 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\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u062a\u0639\u0632\u064a\u0632 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0623\u0631\u0628\u0627\u062d. \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0647\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 <a href=\"https:\/\/www.investglass.com\/ar\/%d8%a7%d8%ae%d8%aa%d8%a8%d8%a7%d8%b1-%d8%a5%d8%ac%d9%87%d8%a7%d8%af-%d8%a7%d9%84%d9%85%d8%ad%d9%81%d8%b8%d8%a9\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2923\">\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0627\u0644\u062a\u064a \u062a\u062d\u0627\u0643\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0627\u0641\u0638 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629<\/a> \u0648\u0633\u0637 \u0638\u0631\u0648\u0641 \u0645\u0627\u0644\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u062a\u0632\u064a\u062f \u0645\u0646 \u0642\u0627\u0628\u0644\u064a\u062a\u0647\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u062d\u062f\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u062b\u0648\u0631\u0629 \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629 \u0645\u062e\u0635\u0635\u0629 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\u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629 \u0648\u0645\u062d\u062a\u0648\u0649 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u060c \u064a\u0639\u0645\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0643\u0623\u062f\u0627\u0629 \u062d\u0627\u0633\u0645\u0629 \u0641\u064a \u062a\u0648\u0642\u0639 \u0627\u0644\u062a\u062d\u0648\u0644\u0627\u062a \u0641\u064a \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u064a\u064a\u0645 \u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0645\u0633\u062a\u062b\u0645\u0631\u064a\u0646 \u0648\u0645\u0627 \u064a\u062a\u0631\u062a\u0628 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0645\u0646 \u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u062a\u062e\u0627\u0630 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\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629. \u0648\u064a\u0645\u0643\u0646\u0647\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629. \u0648\u062a\u0646\u062a\u062c \u0639\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0645\u0641\u064a\u062f\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0644\u0635\u064a\u0627\u063a\u0629 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u062a\u0643\u062a\u064a\u0643\u064a\u0629\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-automated-trading-signals\">\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0622\u0644\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0645\u0644 \u0623\u062f\u0648\u0627\u062a LLM \u0639\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 \u062a\u0643\u062a\u064a\u0643\u0627\u062a \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0646\u0634\u0627\u0621 \u0625\u0634\u0627\u0631\u0627\u062a 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\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0647\u0630\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0635\u0628\u062d \u0644\u062f\u0649 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u064a\u0646 \u0627\u0644\u0622\u0646 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0639\u062f\u064a\u0644 \u0646\u0647\u062c\u0647\u0645 \u0628\u0633\u0631\u0639\u0629 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0633\u0648\u0642\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a\u0647\u0645 \u0648\u0632\u064a\u0627\u062f\u0629 \u0647\u0648\u0627\u0645\u0634 \u0627\u0644\u0631\u0628\u062d. \u0648\u064a\u0645\u062b\u0644 \u062f\u0645\u062c \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0622\u0644\u064a \u062a\u0642\u062f\u0645\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062c\u0627\u0644 <a href=\"https:\/\/www.investglass.com\/ar\/%d8%a3%d9%83%d8%ab%d8%b1-5-%d8%aa%d9%82%d9%86%d9%8a%d8%a7%d8%aa-%d8%aa%d8%b3%d9%88%d9%8a%d9%82-%d8%a7%d9%84%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84%d9%85%d8%a7%d9%84%d9%8a%d8%a9-%d9%81%d8%b9%d8%a7\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2919\">\u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-enhancing-customer-experience-with-llms\">\u062a\u0639\u0632\u064a\u0632 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\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a\u0647\u0645\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0627 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0627\u0644\u064a\u0629 \u0645\u0633\u062a\u0647\u062f\u0641\u0629 <a class=\"wpil_keyword_link\" href=\"https:\/\/www.investglass.com\/ar\/%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%aa%d8%b3%d9%88%d9%8a%d9%82\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0627\u0644\u062a\u0633\u0648\u064a\u0642\" data-wpil-keyword-link=\"linked\" data-wpil-monitor-id=\"2916\">\u0627\u0644\u062a\u0633\u0648\u064a\u0642<\/a> \u0627\u0644\u062d\u0645\u0644\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u062e\u0635\u0635 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\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629. \u0648\u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0631\u0635\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062d\u062f\u064a\u062b\u0647\u0627 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>: \u064a\u0639\u062f \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0622\u0644\u064a\u0627\u062a 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646<\/strong>: \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0631\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0634\u0627\u0645\u0644\u0629. \u0648\u064a\u0646\u0628\u063a\u064a \u0648\u0636\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0633\u0644\u0633 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class=\"wp-block-heading\" id=\"h-addressing-challenges-in-llm-implementation\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u062a\u0646\u0641\u064a\u0630 \u0622\u0644\u064a\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u062f\u0649 \u0627\u0644\u062d\u064a\u0627\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0648\u0641\u0631 \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a \u0645\u0632\u0627\u064a\u0627 \u0643\u0628\u064a\u0631\u0629. \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0644\u0627 \u062a\u062e\u0644\u0648 \u0645\u0646 \u0627\u0644\u0635\u0639\u0648\u0628\u0627\u062a. \u0641\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a 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\u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0623\u064a\u0636\u064b\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-integrating-llms-into-existing-systems\">\u062f\u0645\u062c \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062f \u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u0648\u0643 \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u062c\u0646\u064a \u0645\u0632\u0627\u064a\u0627\u0647\u0627 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u062f\u0648\u0646 \u0645\u0642\u0627\u0637\u0639\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062c\u0627\u0631\u064a\u0629. \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u062a\u0633\u0647\u064a\u0644 \u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062f\u0648\u0646 \u0639\u0646\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u0627\u0646\u062a\u0642\u0627\u0644 \u0633\u0644\u0633\u0629 \u0648\u0641\u0639\u0627\u0644\u0629. \u0648\u062a\u0624\u062f\u064a \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Oracle EPM \u0648Oracle EPM \u0648OffSAA \u062f\u0648\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0643\u0644\u064a\u0627\u062a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u0624\u062f\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 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\u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0645\u0639 \u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ethical-considerations-and-responsible-ai-use\">\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0641\u064a \u0623\u0646\u0638\u0645\u062a\u0647\u0627\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u0648\u0643 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a \u0648\u0633\u0644\u0648\u0643 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u0624\u0648\u0644. \u0625\u0646 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a 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\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u064a \u062a\u062a\u0645\u062d\u0648\u0631 \u062d\u0648\u0644 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0646\u0648\u0643 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0627\u0644\u062b\u0642\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 <a href=\"https:\/\/www.investglass.com\/ar\/%d8%aa%d8%ad%d8%b3%d9%8a%d9%86-%d8%aa%d8%ac%d8%b1%d8%a8%d8%a9-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d9%81%d9%8a-%d9%85%d8%ac%d8%a7%d9%84-%d8%a7%d9%84%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2922\">\u062e\u062f\u0645\u0627\u062a \u0645\u0635\u0631\u0641\u064a\u0629 \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/a> \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0648\u062a\u0623\u0645\u064a\u0646 \u0648\u0644\u0627\u0621 \u062f\u0627\u0626\u0645 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-future-trends-and-innovations-in-llms-for-banking\">\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a 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class=\"wp-block-paragraph\">\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u064a\u0634\u0647\u062f \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a \u062a\u062d\u0648\u0644\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062f\u062e\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs)\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0632\u0632 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u062a\u0639\u0632\u0632 \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062a\u062d\u0633\u0646 \u062a\u0642\u064a\u064a\u0645 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\u0627\u0644\u0641\u0639\u0627\u0644 \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0625\u062f\u0627\u0631\u0629 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0633\u064a\u0643\u0648\u0646 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0628\u0646\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0641\u064a \u0648\u0636\u0639 \u062c\u064a\u062f \u0644\u0644\u0627\u0632\u062f\u0647\u0627\u0631 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0627\u0644\u064a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-llms-enhance-customer-service-in-banking\">\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u062a\u0639\u0632\u064a\u0632 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629 \u0637\u0648\u0627\u0644 \u0623\u064a\u0627\u0645 \u0627\u0644\u0623\u0633\u0628\u0648\u0639 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0628\u0641\u0639\u0627\u0644\u064a\u0629\u060c \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-challenges-do-banks-face-in-implementing-llms\">\u0645\u0627 \u0647\u064a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0628\u0646\u0648\u0643 \u0641\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0628\u0646\u0648\u0643 \u062a\u062d\u062f\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u062a\u0646\u0641\u064a\u0630 \u062a\u062f\u0627\u0628\u064a\u0631 \u0625\u062f\u0627\u0631\u0629 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641\u060c \u0648\u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0647 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0646\u062c\u0627\u062d \u0627\u0644\u0627\u0646\u062f\u0645\u0627\u062c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-llms-improve-fraud-detection-in-banking\">\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0640 LLMs \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0645\u0644 \u0623\u062c\u0647\u0632\u0629 LLMs \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0635\u0631\u0641\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062f\u0641\u0627\u0639\u0627\u062a \u0642\u0648\u064a\u0629 \u0636\u062f \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-role-do-llms-play-in-credit-risk-assessment\">\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0644\u0639\u0628\u0647 \u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0648\u064a\u0633\u0647\u0644 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0628\u062f\u0648\u0631\u0647 \u0625\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0625\u0642\u0631\u0627\u0636 \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-future-trends-can-we-expect-from-llms-in-banking\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u0646\u062a\u0648\u0642\u0639\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u062a\u0648\u0642\u0639 <a href=\"https:\/\/www.investglass.com\/ar\/%d8%a7%d9%84%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84%d9%85%d8%b5%d8%b1%d9%81%d9%8a%d8%a9-%d8%a7%d9%84%d9%85%d8%b3%d8%aa%d9%82%d8%a8%d9%84%d9%8a%d8%a9-5-%d8%a7%d8%aa%d8%ac%d8%a7%d9%87%d8%a7%d8%aa\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2917\">\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629<\/a> \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u0648\u0644\u0627\u0621 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u062a\u0624\u062f\u064a \u0647\u0630\u0647 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0625\u0644\u0649 \u0625\u062d\u062f\u0627\u062b \u062a\u062d\u0648\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629.<\/p>","protected":false},"excerpt":{"rendered":"<p>Banks are using large language models (LLMs) to change how they operate. They are leveraging LLMs for comprehensive risk assessments, including evaluating creditworthiness through unconventional data sources and simulating various economic scenarios. From boosting customer service to detecting fraud, LLMs are making banking smarter and safer. This article looks at how banks are using LLMs [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":39958,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[784],"class_list":["post-42233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-how-are-banks-using-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6.1 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How Banks Use LLMs for Fraud &amp; Risk Assessment<\/title>\n<meta name=\"description\" content=\"Explore how are banks using llms to enhance customer service and streamline operations in the financial sector.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.investglass.com\/ar\/\u0643\u064a\u0641-\u062a\u0633\u062a\u062e\u062f\u0645-\u0627\u0644\u0628\u0646\u0648\u0643-\u0628\u0631\u0645\u062c\u064a\u0627\u062a-\u0625\u062f\u0627\u0631\u0629-\u0645\u0639\u0644\u0648\u0645\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Are Banks Using LLMs: Enhancing Fraud Detection, Risk Assessment, and Credit Evaluation\" \/>\n<meta property=\"og:description\" content=\"Banks are using large language models (LLMs) to change how they operate. They are leveraging LLMs for comprehensive risk assessments, including evaluating\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.investglass.com\/ar\/\u0643\u064a\u0641-\u062a\u0633\u062a\u062e\u062f\u0645-\u0627\u0644\u0628\u0646\u0648\u0643-\u0628\u0631\u0645\u062c\u064a\u0627\u062a-\u0625\u062f\u0627\u0631\u0629-\u0645\u0639\u0644\u0648\u0645\/\" \/>\n<meta property=\"og:site_name\" content=\"InvestGlass\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-01T21:10:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-17T12:22:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/04\/InvestGlass-AI-Architecture.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1488\" \/>\n\t<meta property=\"og:image:height\" content=\"827\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"InvestGlass\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@investglass\" \/>\n<meta name=\"twitter:site\" content=\"@investglass\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"InvestGlass\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u062d\u062f\u0629\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u0643\u064a\u0641 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0646\u0648\u0643 \u0634\u0647\u0627\u062f\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0641\u064a \u0627\u0644\u0628\u0646\u0648\u0643","description":"\u0627\u0633\u062a\u0643\u0634\u0641 \u0643\u064a\u0641 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0646\u0648\u0643 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0644\u062a\u0639\u0632\u064a\u0632 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0627\u0644\u064a.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.investglass.com\/ar\/\u0643\u064a\u0641-\u062a\u0633\u062a\u062e\u062f\u0645-\u0627\u0644\u0628\u0646\u0648\u0643-\u0628\u0631\u0645\u062c\u064a\u0627\u062a-\u0625\u062f\u0627\u0631\u0629-\u0645\u0639\u0644\u0648\u0645\/","og_locale":"ar_AR","og_type":"article","og_title":"How Are Banks Using LLMs: Enhancing Fraud Detection, Risk Assessment, and Credit Evaluation","og_description":"Banks are using large language models (LLMs) to change how they operate. 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