{"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":"%e0%a4%ac%e0%a5%88%e0%a4%82%e0%a4%95-%e0%a4%a7%e0%a5%8b%e0%a4%96%e0%a4%be%e0%a4%a7%e0%a4%a1%e0%a4%bc%e0%a5%80-%e0%a4%95%e0%a4%be-%e0%a4%aa%e0%a4%a4%e0%a4%be-%e0%a4%b2%e0%a4%97%e0%a4%be%e0%a4%a8","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/hi\/how-are-banks-using-llms-enhancing-fraud-detection-risk-assessment-and-credit-evaluation\/","title":{"rendered":"\u092c\u0948\u0902\u0915 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902: \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947, \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0914\u0930 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href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%97%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%b9%e0%a4%95-%e0%a4%b8%e0%a5%87%e0%a4%b5%e0%a4%be-%e0%a4%95%e0%a5%8d%e0%a4%af%e0%a4%be-%e0%a4%b9%e0%a5%88\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2921\">\u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e<\/a> 24\/7 \u0938\u0939\u093e\u092f\u0924\u093e, \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0938\u0947\u0935\u093e\u090f\u0902 \u0914\u0930 \u0915\u0941\u0936\u0932 \u0938\u092e\u0938\u094d\u092f\u093e \u0928\u093f\u0935\u093e\u0930\u0923 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u0924\u0941\u0937\u094d\u091f\u093f \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/li>\n\n\n\n<li>\u090f\u0932\u090f\u0932\u090f\u092e (\u0905\u0927\u094d\u092f\u092f\u0928\u0940\u092f \u0938\u094d\u0924\u0930 \u092a\u0930 \u0938\u094d\u0928\u093e\u0924\u0915) \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0911\u0928\u092c\u094b\u0930\u094d\u0921\u093f\u0902\u0917 \u0914\u0930 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091c\u0948\u0938\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0947 \u0939\u0948\u0902, \u0938\u093e\u0925 \u0939\u0940 \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u094b \u092d\u0940 \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964.<\/li>\n\n\n\n<li>\u091c\u094b\u0916\u093f\u092e \u0906\u0915\u0932\u0928, \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092e\u0947\u0902, \u090f\u0932\u090f\u0932\u090f\u092e \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u092e\u093e\u0927\u093e\u0928 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0915\u0947 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-leveraging-large-language-models-for-customer-service\">\u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e<\/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\">\u0921\u093f\u091c\u093f\u091f\u0932\u0940\u0915\u0930\u0923 \u0915\u0947 \u0907\u0938 \u0906\u0927\u0941\u0928\u093f\u0915 \u092f\u0941\u0917 \u092e\u0947\u0902, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u091c\u0941\u0921\u093c\u093e\u0935 \u0915\u093e \u090f\u0915 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u092a\u0939\u0932\u0942 \u092c\u0928 \u0917\u0908 \u0939\u0948 \u0914\u0930 \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e\u0928\u0947 \u092e\u0947\u0902 \u0905\u0917\u094d\u0930\u0923\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092c\u0948\u0902\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u0902\u091a\u093e\u0930 \u0938\u0941\u091a\u093e\u0930\u0942 \u0939\u094b \u0914\u0930 \u092c\u093e\u0924\u091a\u0940\u0924 \u092e\u093e\u0928\u0935\u0940\u092f \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u0938\u092e\u093e\u0928 \u0939\u094b\u0964 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u0940 \u092c\u0926\u094c\u0932\u0924, \u092f\u0947 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0924\u0902\u0924\u094d\u0930 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u0909\u091a\u094d\u091a \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0938\u092e\u0917\u094d\u0930 \u0905\u0928\u0941\u092d\u0935 \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The advantages of employing LLMs go beyond simple communication capabilities. By analyzing extensive quantities of consumer data, these advanced models have the capacity to anticipate behaviors, needs, and preferences equipping banks with the necessary insights for tailoring highly individualized services and recommendations. HDFC. Bank stands as a testament to such benefits. It has experienced a surge in customer satisfaction following faster service delivery made possible by leveraging LLMs. These systems also proficiently assist users through intricate processes like setting up accounts by providing timely information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Enhancing operational efficiency Includes managing client exchanges across varied platforms while meeting expectations for omnipresent channel services since they continuously learn from interaction patterns over time an evolution that sharpens decision-making acumen while diminishing error rates within institutions by efficiently condensing bulky documents among other complex duties.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u0928\u0941\u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, 2024 \u0924\u0915 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0926\u0930 85% \u0915\u0947 \u0915\u0930\u0940\u092c \u092a\u0939\u0941\u0902\u091a \u091c\u093e\u090f\u0917\u0940, \u091c\u094b \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u094b \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u092e\u0947\u0902 \u092e\u094c\u0932\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0932\u093e\u0928\u0947 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u092c\u0922\u093c\u0924\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u092c\u0924\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-automating-banking-operations-with-llms\">\u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u0938\u093e\u0925 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/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\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u0921\u093f\u091c\u093f\u091f\u0932 \u092c\u0926\u0932\u093e\u0935 \u0915\u094b \u0905\u092a\u0928\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0907\u0938 \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0905\u0917\u094d\u0930\u0923\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0905\u092a\u0928\u093e\u0928\u0947 \u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0906\u0935\u0902\u091f\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u092e\u0949\u0921\u0932 \u092c\u0948\u0915-\u0911\u092b\u093f\u0938 \u0915\u0930\u094d\u092e\u093f\u092f\u094b\u0902 \u0915\u094b \u090b\u0923 \u0906\u0935\u0947\u0926\u0928 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 (\u0915\u0947\u0935\u093e\u0908\u0938\u0940) \u092a\u094d\u0930\u092a\u0924\u094d\u0930 \u091c\u0948\u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u094b\u0902 \u0915\u094b \u0924\u0947\u091c\u0940 \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0915\u0947, \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0915\u0947 \u0914\u0930 \u0928\u093f\u092f\u092e\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0917\u0924\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947 \u0915\u093e\u092b\u0940 \u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u0928\u0947\u0915 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0905\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u091b\u093e\u0928\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u0947 \u0932\u0948\u0938 \u092f\u0947 \u092e\u0949\u0921\u0932 \u0910\u0938\u0940 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0928\u0939\u0940\u0902 \u0939\u094b \u092a\u093e\u0924\u0940\u0902\u0964 \u0905\u092a\u0928\u0947 \u092e\u094c\u091c\u0942\u0926\u093e \u0922\u093e\u0901\u091a\u094b\u0902 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0918\u0941 \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092a\u094d\u0930\u0923\u093e\u0932\u0940) \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u0905\u092a\u0928\u0947 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u094b \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u092c\u0926\u0932\u0947 \u092c\u093f\u0928\u093e \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0938\u0941\u0927\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u090f\u0915\u0940\u0915\u0930\u0923 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u0915\u094b \u0905\u092a\u0928\u0947 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0935\u093e\u0939 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0932\u093e\u0917\u0924 \u0915\u092e \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0917\u0932\u0924\u093f\u092f\u093e\u0901 \u0918\u091f\u0924\u0940 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0928 \u0915\u0947\u0935\u0932 \u0915\u0930\u094d\u092e\u091a\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f\u092d\u093e\u0930 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092f\u094b\u0917\u0926\u093e\u0928 \u0926\u0947\u0924\u093e \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092e\u0947\u0902 \u0938\u092e\u0917\u094d\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092d\u0940 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-streamlining-customer-onboarding\">\u0917\u094d\u0930\u093e\u0939\u0915 \u0911\u0928\u092c\u094b\u0930\u094d\u0921\u093f\u0902\u0917 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u093e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u093f\u0938\u0940 \u0917\u094d\u0930\u093e\u0939\u0915 \u0915\u0940 \u0915\u093f\u0938\u0940 \u0909\u0924\u094d\u092a\u093e\u0926 \u092f\u093e \u0938\u0947\u0935\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0915\u0940 \u0936\u0941\u0930\u0941\u0906\u0924 <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%85%e0%a4%aa%e0%a4%a8%e0%a5%80-%e0%a4%91%e0%a4%a8%e0%a4%ac%e0%a5%8b%e0%a4%b0%e0%a5%8d%e0%a4%a1%e0%a4%bf%e0%a4%82%e0%a4%97-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2925\">\u092c\u0948\u0902\u0915 \u092a\u0930 \u0911\u0928\u092c\u094b\u0930\u094d\u0921\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935 \u092a\u0921\u093c\u0924\u093e \u0939\u0948\u0964<\/a>. Large Language Models (LLMs) facilitate this stage, assisting customers in setting up their accounts, responding to inquiries they may have and showcasing new offerings. By automating certain tasks and creating standardized templates for financial documents, LLMs help expedite traditionally lengthy procedures while reducing the possibility of human error resulting in an improved experience for customers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These models exhibit proficiency in deciphering vital details from complex paperwork by transforming unstructured data into an organized format suitable for Examination. This function not only accelerates the customer integration procedure, but also ensures adherence to Know Your Customer (KYC) regulations a crucial factor in mitigating risk and securing trust within the organization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092c\u093e\u0927\u093e \u0915\u0947 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u093e \u0909\u0926\u094d\u092f\u094b\u0917 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0921\u093f\u091c\u093f\u091f\u0932 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0932\u0915\u094d\u0937\u094d\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0926\u093f\u0936\u093e \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091b\u0932\u093e\u0902\u0917 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-enhancing-compliance-and-regulatory-adherence\">\u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0914\u0930 \u0935\u093f\u0928\u093f\u092f\u093e\u092e\u0915 \u092a\u093e\u0932\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u093e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u093e\u092e\u0915\u0940\u092f \u0906\u0926\u0947\u0936\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092e\u0941\u0926\u094d\u0926\u093e \u0939\u0948\u0964 \u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0949\u0928\u094d\u0917-\u0932\u0947\u0935\u0932 \u092e\u0948\u0928\u0947\u091c\u092e\u0947\u0902\u091f \u0938\u093f\u0938\u094d\u091f\u092e) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u092f\u0947 \u0938\u0902\u0917\u0920\u0928 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0940 \u091c\u093e\u0902\u091a \u0914\u0930 \u092a\u094d\u0930\u0915\u091f\u0940\u0915\u0930\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0935\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u092c\u0928\u0947 \u0930\u0939\u0947\u0902\u0964 \u0921\u0947\u091f\u093e \u0938\u0902\u0917\u094d\u0930\u0939 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0938\u0947 \u092e\u093f\u0932\u0928\u0947 \u0935\u093e\u0932\u0940 \u0917\u0924\u093f \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0928 \u0915\u0947\u0935\u0932 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0924\u0947\u091c \u0915\u0930\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092d\u0940 \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IFRS, CCPA \u0914\u0930 GDPR \u091c\u0948\u0938\u0947 \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0928\u093f\u092f\u093e\u092e\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 LLM (\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0915\u093e\u0928\u0942\u0928\u0940 \u092f\u094b\u0917\u094d\u092f\u0924\u093e) \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0939\u0948\u0964 \u092f\u0939 \u091c\u091f\u093f\u0932 \u0935\u093f\u0935\u0930\u0923\u094b\u0902 \u0915\u094b \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0921\u0947\u091f\u093e \u0924\u0915 \u092a\u0939\u0941\u0902\u091a \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0915 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0926\u093e\u092f\u093f\u0924\u094d\u0935\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0940 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u093e\u0902 \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u0905\u0928\u0941\u092a\u093e\u0932\u0928\u094b\u0902 \u0938\u0947 \u0915\u0939\u0940\u0902 \u0906\u0917\u0947 \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0906\u0917\u093e\u092e\u0940 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u0935\u0947 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0930\u0939\u0947\u0902 \u0914\u0930 \u0938\u093e\u0925 \u0939\u0940 \u092d\u093e\u0935\u0940 \u0928\u093f\u092f\u093e\u092e\u0915\u0940\u092f \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0940 \u0924\u0924\u094d\u092a\u0930\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0947\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-enhancing-fraud-detection-and-prevention\">\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0930\u094b\u0915\u0925\u093e\u092e \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u093e<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-1024x576.jpg\" alt=\"\" class=\"wp-image-40684\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-1024x576.jpg 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-300x169.jpg 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/05\/getty-images-DsIIvbAjj64-unsplash-768x432.jpg 768w, 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\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902, \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0935\u093e\u0932\u0940 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0930\u0928\u093e \u0938\u0930\u094d\u0935\u094b\u092a\u0930\u093f \u0939\u0948\u0964. <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%ac%e0%a4%bf%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a5%80-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%9c%e0%a4%a8%e0%a4%b0%e0%a5%87%e0%a4%9f%e0%a4%bf%e0%a4%b5-%e0%a4%8f%e0%a4%86%e0%a4%88-%e0%a4%95%e0%a4%be\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2918\">\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908<\/a> \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0906\u0902\u0915\u0921\u093c\u094b\u0902 \u0914\u0930 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0915\u0947 \u0907\u0924\u093f\u0939\u093e\u0938 \u0915\u0940 \u0917\u0939\u0928 \u091c\u093e\u0902\u091a \u0915\u0930\u0915\u0947 \u0905\u0928\u093f\u092f\u092e\u093f\u0924 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092f\u0947 \u092e\u0949\u0921\u0932 \u0905\u0917\u094d\u0930\u0923\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0928\u0908 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u0906\u0924\u094d\u092e\u0938\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u0938\u093e\u0925, \u092f\u0947 \u092e\u0949\u0921\u0932 \u0906\u0927\u0941\u0928\u093f\u0915 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0935\u093f\u092b\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0905\u092a\u0928\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u0928\u093f\u0916\u093e\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0906\u0917\u0947 \u0928\u093f\u0915\u0932 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 (\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908) \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0932\u0947\u0928\u0926\u0947\u0928 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u092a\u0939\u091a\u093e\u0928 \u092a\u094d\u0930\u094b\u091f\u094b\u0915\u0949\u0932 \u0915\u094b \u0917\u0924\u093f\u0936\u0940\u0932 \u0930\u0942\u092a \u0938\u0947 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u092a\u0928\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092c\u0922\u093c\u0924 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0928\u093f\u0930\u0902\u0924\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u0938\u093e\u0925 \u0939\u0940 \u0938\u092e\u0917\u094d\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u094b \u092d\u0940 \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0949\u0928\u094d\u0917-\u0932\u0947\u0935\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u093f\u0938\u094d\u091f\u092e) \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0909\u092a\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940\u092a\u0942\u0930\u094d\u0923 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0930\u094b\u0915\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0930\u094b\u0927\u0940 \u0924\u0902\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0928 \u0915\u0947\u0935\u0932 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092e\u091c\u092c\u0942\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u093e \u0906\u0936\u094d\u0935\u093e\u0938\u0928 \u0926\u0947\u0915\u0930 \u0909\u0928\u0915\u093e \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u092d\u0940 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092f\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0902\u0917\u0940, \u092f\u0947 \u0914\u0930 \u092d\u0940 \u0909\u0928\u094d\u0928\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e\u090f\u0902\u0917\u0940\u0964 \u0921\u0947\u091f\u093e \u0909\u0932\u094d\u0932\u0902\u0918\u0928 \u0915\u0947 \u0916\u0924\u0930\u094b\u0902 \u0938\u0947 \u092e\u0941\u0915\u094d\u0924 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092f\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u092c\u0928 \u091c\u093e\u090f\u0902\u0917\u0940\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-improving-credit-risk-assessment\">\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e \u0915\u093e \u0906\u0915\u0932\u0928 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0924\u0924\u094d\u0935 \u0939\u0948 \u091c\u094b \u090b\u0923 \u0926\u0947\u0928\u0947 \u0915\u0940 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0949\u0928\u094d\u0917-\u0932\u0947\u0935\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u0947\u091f\u093e 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\u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u090b\u0923\u094b\u0902 \u0915\u0947 \u0938\u0902\u092c\u0902\u0927 \u092e\u0947\u0902 \u0938\u0942\u091a\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0914\u0930 \u092c\u093e\u091c\u093e\u0930 \u0915\u0940 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u0910\u0938\u0940 \u0924\u0915\u0928\u0940\u0915 \u0928 \u0915\u0947\u0935\u0932 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u090b\u0923 \u0938\u094d\u0935\u0940\u0915\u0943\u0924\u093f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092d\u0940 \u0932\u093e\u0924\u0940 \u0939\u0948\u0964 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0938\u094d\u0915\u094b\u0930\u093f\u0902\u0917 \u0924\u0902\u0924\u094d\u0930 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u092a\u0915\u094d\u0937\u092a\u093e\u0924 \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0928\u093f\u0937\u094d\u092a\u0915\u094d\u0937 \u0914\u0930 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f 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\u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0938\u094d\u0915\u094b\u0930\u093f\u0902\u0917 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u092c\u0926\u0932\u0924\u0947 \u092c\u093e\u091c\u093e\u0930 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0922\u0932\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e\u0924\u094d\u092e\u0915 \u092c\u0922\u093c\u0924 \u092c\u0928\u0940 \u0930\u0939\u0924\u0940 \u0939\u0948 \u0914\u0930 \u090b\u0923 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class=\"wp-block-heading\" id=\"h-personalized-loan-offers\">\u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u090b\u0923 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u0940 \u092e\u093e\u0939\u094c\u0932 \u092e\u0947\u0902 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u090b\u0923 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935 \u0926\u093f\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964 \u092c\u0948\u0902\u0915 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f 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\u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u090b\u0923 \u0915\u094b \u0906\u0915\u093e\u0930 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0928 \u0915\u0947\u0935\u0932 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u0924\u0941\u0937\u094d\u091f\u093f \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0947\u0935\u093e \u092b\u0930\u094d\u092e\u094b\u0902 \u0915\u0940 \u092a\u0939\u0941\u0902\u091a \u0915\u094b \u092d\u0940 \u0935\u094d\u092f\u093e\u092a\u0915 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u0907\u0928 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u0909\u0928 \u0935\u0930\u094d\u0917\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930 \u092a\u093e\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0938\u0947\u0935\u093e\u090f\u0902 \u0928\u0939\u0940\u0902 \u092e\u093f\u0932 \u0930\u0939\u0940 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u090b\u0923 \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u0935\u092b\u093e\u0926\u093e\u0930\u0940 \u0914\u0930 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-investment-and-portfolio-management\">\u0928\u093f\u0935\u0947\u0936 \u0914\u0930 \u092a\u094b\u0930\u094d\u091f\u092b\u094b\u0932\u093f\u092f\u094b \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/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\">\u0928\u093f\u0935\u0947\u0936 \u0914\u0930 \u092a\u094b\u0930\u094d\u091f\u092b\u094b\u0932\u093f\u092f\u094b \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902, \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u0938\u093e\u092c\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u090f\u0932\u090f\u0932\u090f\u092e \u0928\u093f\u0935\u0947\u0936 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0947\u0935\u093e\u0913\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f \u091f\u094d\u0930\u0947\u091c\u0930\u0940 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u0947\u0936\u0928 \u0914\u0930 \u092a\u094d\u0930\u093e\u0907\u0935\u0947\u091f \u0907\u0915\u094d\u0935\u093f\u091f\u0940 \u0930\u0923\u0928\u0940\u0924\u093f \u0935\u093f\u0915\u093e\u0938, \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0909\u092a\u0915\u0930\u0923 \u0928\u093f\u0935\u0947\u0936\u0915\u094b\u0902 \u0914\u0930 \u0935\u094d\u092f\u093e\u092a\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u092c\u093e\u091c\u093c\u093e\u0930 \u0915\u0947 \u0935\u094d\u092f\u0935\u0939\u093e\u0930, \u091c\u0948\u0938\u0947 \u0915\u093f \u0930\u0941\u091d\u093e\u0928, \u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u0914\u0930 \u0905\u0938\u094d\u0925\u093f\u0930\u0924\u093e, \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0935\u0947 \u0938\u092e\u093e\u091a\u093e\u0930 \u0932\u0947\u0916\u094b\u0902 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u092a\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u091c\u0948\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u092f\u0939 \u0935\u094d\u092f\u093e\u092a\u0915\u0924\u093e \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0914\u0930 \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0926\u0947\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u093e\u091c\u093e\u0930 \u0915\u0947 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0914\u0930 \u0915\u0949\u0930\u094d\u092a\u094b\u0930\u0947\u091f \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0909\u0928\u094d\u0928\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u091c\u093e\u0902\u091a \u0915\u0947 \u092a\u0939\u0932\u0941\u0913\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u090f\u0932\u090f\u0932\u090f\u092e \u0935\u093f\u0924\u094d\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0936\u094b\u0927 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u094b\u0902 \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0909\u0928\u094d\u0928\u0924 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u094b \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0930\u0942\u092a \u0926\u0947\u0928\u0947 \u0915\u0940 \u0909\u0928\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0932\u093e\u092d \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0928\u093f\u0935\u0947\u0936 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923\u094b\u0902 \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0909\u0928\u0915\u0947 \u092f\u094b\u0917\u0926\u093e\u0928 \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964 \u090f\u0915 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0915\u093e\u0930\u094d\u092f \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948, <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%aa%e0%a5%8b%e0%a4%b0%e0%a5%8d%e0%a4%9f%e0%a4%ab%e0%a5%8b%e0%a4%b2%e0%a4%bf%e0%a4%af%e0%a5%8b-%e0%a4%a4%e0%a4%a8%e0%a4%be%e0%a4%b5-%e0%a4%aa%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%8d%e0%a4%b7%e0%a4%a3\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2923\">\u092a\u094b\u0930\u094d\u091f\u092b\u094b\u0932\u093f\u092f\u094b \u092a\u0930 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0924\u0928\u093e\u0935 \u092a\u0930\u0940\u0915\u094d\u0937\u0923<\/a> \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0907\u0928\u0915\u0940 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e \u0914\u0930 \u092d\u0940 \u092c\u0922\u093c \u091c\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Generative AI revolutionizes how personalized investment strategies can be devised by aligning them precisely with each investor\u2019s unique monetary objectives as well as tolerance levels regarding risk exposure paving the way towards more enlightened equity selections. By doing so, it not only improves returns on investments, but also propels improvements across all aspects pertaining to effective portfolio governance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-sentiment-analysis-for-market-predictions\">\u092c\u093e\u091c\u093e\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u092e\u093e\u091a\u093e\u0930 \u0932\u0947\u0916\u094b\u0902 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u092d\u093e\u0935\u0928\u093e\u0924\u094d\u092e\u0915 \u0938\u094d\u0935\u0930 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092c\u093e\u091c\u093e\u0930 \u0915\u0947 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u092c\u0926\u0932\u093e\u0935 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0909\u092a\u0915\u0930\u0923 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0928\u093f\u0935\u0947\u0936\u0915\u094b\u0902 \u0915\u0940 \u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0914\u0930 \u0909\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092a\u0930 \u092a\u0921\u093c\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u094b\u0902 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0915\u0947, \u090f\u0932\u090f\u0932\u090f\u092e \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0917\u0939\u0928 \u091c\u093e\u0902\u091a \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0915\u0930 \u0905\u092a\u0928\u0940 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0932\u0949 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u094d\u0938) \u0905\u092a\u0928\u0940 \u090f\u0928\u090f\u0932\u092a\u0940 (\u0928\u094d\u092f\u0942 \u0932\u0949\u0917\u093f\u0902\u0917 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940) \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u093f\u0936\u093e\u0932 \u092e\u093e\u0924\u094d\u0930\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u093e \u0917\u0939\u0928 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930\u0915\u0947 \u092c\u093e\u0930-\u092c\u093e\u0930 \u0938\u093e\u092e\u0928\u0947 \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 \u0935\u093f\u0937\u092f\u094b\u0902 \u092f\u093e \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0926\u0915\u094d\u0937\u0924\u093e \u0909\u092a\u092f\u094b\u0917\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948 \u091c\u094b \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0928\u093f\u0935\u0947\u0936 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u094b \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092c\u0947\u0939\u0926 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u092c\u093e\u091c\u093e\u0930 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092c\u0939\u0941\u092e\u0942\u0932\u094d\u092f \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-automated-trading-signals\">\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 \u0938\u093f\u0917\u094d\u0928\u0932<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 \u0938\u093f\u0917\u094d\u0928\u0932 \u092c\u0928\u093e\u0915\u0930 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0947 \u0924\u0940\u0935\u094d\u0930 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0924\u0941\u0930\u0902\u0924 \u0938\u0942\u091a\u0928\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u091f\u094d\u0930\u0947\u0921 \u0938\u0902\u092c\u0902\u0927\u0940 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0906\u0924\u0940 \u0939\u0948\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u094b\u0902 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u092d\u093e\u0935\u0928\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u090f\u0932\u092a\u0940 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0907\u0928 \u092c\u093e\u091c\u093e\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u0914\u0930 \u092d\u0940 \u0938\u091f\u0940\u0915 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u092c \u0935\u094d\u092f\u093e\u092a\u093e\u0930\u0940 \u092c\u093e\u091c\u093e\u0930 \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u092a\u0928\u0947 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0915\u094b \u0924\u0947\u091c\u0940 \u0938\u0947 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u0915\u0940 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u093e\u0901 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u0932\u093e\u092d \u092e\u093e\u0930\u094d\u091c\u093f\u0928 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u093e \u090f\u0906\u0908 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0939\u0948\u0964 <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%b5%e0%a4%bf%e0%a4%a4%e0%a5%8d%e0%a4%a4%e0%a5%80%e0%a4%af-%e0%a4%b8%e0%a5%87%e0%a4%b5%e0%a4%be%e0%a4%93%e0%a4%82-%e0%a4%95%e0%a5%87-%e0%a4%b5%e0%a4%bf%e0%a4%aa%e0%a4%a3%e0%a4%a8-%e0%a4%95\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2919\">\u0906\u0930\u094d\u0925\u093f\u0915 \u092c\u093e\u091c\u093c\u093e\u0930<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-enhancing-customer-experience-with-llms\">\u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u093e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u0947 \u0905\u092a\u0928\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0935\u093e\u0926 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0914\u0930 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u090f\u0932\u090f\u0932\u090f\u092e 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\u0939\u0948\u0964.<\/li>\n\n\n\n<li><strong>\u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/strong>\u0928\u093f\u092f\u093e\u092e\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u0914\u0930 \u090f\u0932\u090f\u0932\u090f\u092e \u0938\u0947 \u091c\u0941\u0921\u093c\u0947 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u094b\u0917\u093e \u0915\u093f \u0909\u0928\u0915\u0947 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0921\u0947\u091f\u093e \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u093e\u0928\u0942\u0928\u094b\u0902 \u0914\u0930 \u0905\u0928\u094d\u092f \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0935\u093f\u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u0930\u0924\u0947 \u0939\u094b\u0902\u0964.<\/li>\n\n\n\n<li><strong>\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0921\u0947\u091f\u093e \u0938\u0902\u0930\u0915\u094d\u0937\u0923<\/strong>\u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0947 \u0932\u093f\u090f \u092e\u091c\u092c\u0942\u0924 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u0936\u0928, \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u0902\u091f\u094d\u0930\u094b\u0932 \u0914\u0930 \u0905\u0928\u094d\u092f \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u094b\u091f\u094b\u0915\u0949\u0932 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964.<\/li>\n\n\n\n<li><strong>\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0915\u0930\u094d\u092e\u091a\u093e\u0930\u0940 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923<\/strong>\u0915\u0930\u094d\u092e\u091a\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u090f\u0932\u090f\u0932\u090f\u092e (\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e) \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u0938\u0941\u091a\u093e\u0930\u0942 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0914\u0930 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u094b \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u093e\u0901 \u0932\u093e\u0917\u0942 \u0939\u094b\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0928 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0938\u092b\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0932\u093e\u0917\u0942 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0940 \u092a\u0942\u0930\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-addressing-challenges-in-llm-implementation\">\u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u092e\u0947\u0902 \u0906\u0928\u0947 \u0935\u093e\u0932\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0908 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0932\u093e\u092d \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0907\u0938\u092e\u0947\u0902 \u0915\u0941\u091b 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\u0936\u0915\u094d\u0924\u093f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0907\u0928\u0915\u0947 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u094b \u0914\u0930 \u092d\u0940 \u091c\u091f\u093f\u0932 \u092c\u0928\u093e \u0926\u0947\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u091c\u091f\u093f\u0932 \u090f\u0932\u090f\u0932\u090f\u092e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u093e \u092c\u0948\u0902\u0915\u094b\u0902 \u0914\u0930 \u0907\u0938\u0940 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0902 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\u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0947 \u0932\u093f\u090f \u092e\u091c\u092c\u0942\u0924 \u090f\u0928\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u0936\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e \u0914\u0930 \u0938\u0916\u094d\u0924 \u092a\u0939\u0941\u0902\u091a \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0939\u0948\u0964 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b 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href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%ac%e0%a5%88%e0%a4%82%e0%a4%95%e0%a5%8b%e0%a4%82-%e0%a4%95%e0%a5%87-%e0%a4%b2%e0%a4%bf%e0%a4%8f-%e0%a4%9c%e0%a4%a8%e0%a4%b0%e0%a5%87%e0%a4%9f%e0%a4%bf%e0%a4%b5-%e0%a4%8f%e0%a4%86%e0%a4%88\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2926\">\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908<\/a> \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u092a\u094d\u0930\u092f\u0941\u0915\u094d\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-navigating-regulatory-compliance\">\u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 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\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0909\u0928\u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0917\u0935\u0930\u094d\u0928\u0947\u0902\u0938 \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924\u094b\u0902 \u0915\u0940 \u0935\u094d\u092f\u093e\u092a\u0915 \u0938\u092e\u091d \u0939\u094b\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u0924\u093e\u0915\u093f \u0935\u0947 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0940 \u0936\u0915\u094d\u0924\u093f \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0947\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0915\u0930\u094d\u092e\u091a\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u0915\u094c\u0936\u0932 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0909\u0928\u0915\u0940 \u091f\u0940\u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e \u092a\u0942\u0930\u094d\u0923 \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0902\u0964 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0928\u093f\u0935\u0947\u0936 \u0928 \u0915\u0947\u0935\u0932 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u0938\u093e\u0925 \u0939\u0940 \u0917\u094d\u0930\u093e\u0939\u0915 \u0905\u0928\u0941\u092d\u0935 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0915\u094b \u092d\u0940 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-integrating-llms-into-existing-systems\">\u092e\u094c\u091c\u0942\u0926\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u093e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u0940 \u092e\u094c\u091c\u0942\u0926\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 (LLMs) \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u093e, \u091a\u0932 \u0930\u0939\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u092c\u093e\u0927\u093f\u0924 \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u0909\u0928\u0915\u0947 \u092a\u0942\u0930\u094d\u0923 \u0932\u093e\u092d \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0907\u092e\u094d\u092a\u094b\u0930\u094d\u091f \u091c\u0948\u0938\u0940 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902, LLMs \u0915\u0947 \u0938\u093e\u0925 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932\u094d\u0938 \u0915\u094b \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u090f\u0915 \u0938\u0941\u091a\u093e\u0930\u0942 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 Oracle EPM \u0914\u0930 OFSAA \u091c\u0948\u0938\u0947 \u0909\u092a\u0915\u0930\u0923 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 LLMs \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u092a\u094d\u0930\u0935\u093e\u0939 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0928\u093f\u0930\u094d\u092c\u093e\u0927 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0928 \u0915\u0947\u0935\u0932 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u092e\u094c\u091c\u0942\u0926\u093e \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u092c\u0926\u0932\u093e\u0935 \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u092e\u0947\u0902 \u092d\u0940 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0940 \u0907\u0928 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e\u0915\u0930, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e\u0924\u094d\u092e\u0915 \u092c\u0922\u093c\u0924 \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u093e\u0925 \u0939\u0940 \u0905\u092a\u0928\u0940 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ethical-considerations-and-responsible-ai-use\">\u0928\u0948\u0924\u093f\u0915 \u0935\u093f\u091a\u093e\u0930 \u0914\u0930 \u090f\u0906\u0908 \u0915\u093e \u091c\u093f\u092e\u094d\u092e\u0947\u0926\u093e\u0930 \u0909\u092a\u092f\u094b\u0917<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u092a\u0928\u0947 \u0938\u093f\u0938\u094d\u091f\u092e \u092e\u0947\u0902 \u092c\u0921\u093c\u0947 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902, \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0928\u0948\u0924\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0914\u0930 \u091c\u0935\u093e\u092c\u0926\u0947\u0939 \u090f\u0906\u0908 \u0906\u091a\u0930\u0923 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u094b \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u093e\u092e\u0915 \u0922\u093e\u0902\u091a\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e \u091c\u093f\u092e\u094d\u092e\u0947\u0926\u093e\u0930 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u094b \u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u091c\u0928\u0924\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939 \u0938\u0947 \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u092d\u0947\u0926\u092d\u093e\u0935 \u0915\u094b \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u093e \u092f\u0939 \u0926\u093e\u092f\u093f\u0924\u094d\u0935 \u0939\u0948 \u0915\u093f \u0935\u0947 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0909\u0928\u0915\u0947 \u090f\u0906\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e, \u0928\u093f\u0937\u094d\u092a\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u091c\u0935\u093e\u092c\u0926\u0947\u0939\u0940 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0939\u094b\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092d\u0947\u0926\u092d\u093e\u0935 \u0915\u0947 \u090f\u0906\u0908 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0928\u093f\u0937\u094d\u092a\u0915\u094d\u0937 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u093e \u0928\u0948\u0924\u093f\u0915 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u093e \u090f\u0915 \u0905\u0928\u094d\u092f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u0939\u0932\u0942 \u0939\u0948\u0964 \u090f\u0906\u0908 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0928\u0948\u0924\u093f\u0915\u0924\u093e \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u0907\u0928 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0940 \u092d\u093e\u0935\u0928\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%87%e0%a4%a8%e0%a5%8d%e0%a4%b5%e0%a5%87%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%97%e0%a5%8d%e0%a4%b2%e0%a4%be%e0%a4%b8-%e0%a4%b8%e0%a5%80%e0%a4%86%e0%a4%b0%e0%a4%8f%e0%a4%ae-%e0%a4%95%e0%a5%87\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2922\">banking services thereby improving customer experiences<\/a> significantly and securing enduring allegiance from customers over time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-future-trends-and-innovations-in-llms-for-banking\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928 \u0914\u0930 \u0928\u0935\u093e\u091a\u093e\u0930<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"739\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/11\/IG-hinh-25.png\" alt=\"\" class=\"wp-image-43448\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/11\/IG-hinh-25.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/11\/IG-hinh-25-300x217.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2024\/11\/IG-hinh-25-768x554.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e \u092e\u0947\u0902 \u0939\u094b \u0930\u0939\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948, \u0905\u0928\u0941\u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 2023 \u0938\u0947 2029 \u0924\u0915 \u0907\u0938\u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f \u0935\u0930\u094d\u0937 21.41 \u091f\u094d\u0930\u093f\u0932\u093f\u092f\u0928 \u0921\u0949\u0932\u0930 \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0917\u0940\u0964 \u0907\u0928 \u0935\u093f\u0915\u093e\u0938\u094b\u0902 \u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0915\u0930 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u093e \u0939\u0948\u0964 <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%aa%e0%a4%b0%e0%a4%bf%e0%a4%9a%e0%a4%be%e0%a4%b2%e0%a4%a8-%e0%a4%9c%e0%a5%8b%e0%a4%96%e0%a4%bf%e0%a4%ae-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ac%e0%a4%82%e0%a4%a7%e0%a4%a8-%e0%a4%b8%e0%a5%89\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2924\">\u0938\u0902\u091a\u093e\u0932\u0928 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u094b \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0928\u093e<\/a> \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902, \u092f\u0939 \u0938\u094d\u092a\u0937\u094d\u091f \u0939\u0948 \u0915\u093f \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0935\u0948\u092f\u0915\u094d\u0924\u093f\u0915\u0930\u0923 \u0917\u094d\u0930\u093e\u0939\u0915 \u0928\u093f\u0937\u094d\u0920\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u094b\u0917\u093e\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u0905\u0928\u0942\u0920\u0940 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u0924\u0948\u092f\u093e\u0930 \u0915\u093f\u090f \u0917\u090f \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u0905\u092a\u0928\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0917\u0939\u0930\u0947 \u0914\u0930 \u0905\u0927\u093f\u0915 \u0938\u094d\u0925\u093e\u092f\u0940 \u0938\u0902\u092c\u0902\u0927 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092c\u0947\u0939\u0924\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0930\u0916\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u092a\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0940 \u090f\u0932\u090f\u0932\u090f\u092e \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935 \u092c\u0922\u093c\u0928\u0947 \u0935\u093e\u0932\u093e \u0939\u0948, \u091c\u094b \u0938\u0926\u093f\u092f\u094b\u0902 \u092a\u0941\u0930\u093e\u0928\u0940 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0928\u092f\u093e \u0930\u0942\u092a \u0926\u0947\u0924\u0947 \u0939\u0941\u090f \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0917\u093e\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-summary\">\u0938\u093e\u0930\u093e\u0902\u0936<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902 \u0915\u0939\u0947\u0902 \u0924\u094b, \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0915\u0947 \u0906\u0917\u092e\u0928 \u0938\u0947 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0939\u094b \u0930\u0939\u093e \u0939\u0948, \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0924\u0902\u0924\u094d\u0930 \u0915\u094b \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u092e\u0949\u0921\u0932 \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0936\u0915\u094d\u0924\u093f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0914\u0930 \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0907\u0928 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u093e, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u0940 \u0930\u0915\u094d\u0937\u093e \u0915\u0930\u0928\u093e \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u093e \u0938\u0916\u094d\u0924\u0940 \u0938\u0947 \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u091c\u0948\u0938\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0906\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0928\u0915\u093e \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0906\u0917\u0947 \u091a\u0932\u0915\u0930, \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 \u092e\u0947\u0902 \u0928\u093f\u0930\u0902\u0924\u0930 \u092a\u094d\u0930\u0917\u0924\u093f \u0938\u0947 \u0907\u0938 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0926\u0915\u094d\u0937\u0924\u093e \u0938\u094d\u0924\u0930 \u092c\u0922\u093c\u0947\u0917\u093e \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u094b\u091f\u094b\u0915\u0949\u0932 \u0924\u0925\u093e \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u0941\u0921\u093c\u093e\u0935 \u0926\u094b\u0928\u094b\u0902 \u092e\u091c\u092c\u0942\u0924 \u0939\u094b\u0902\u0917\u0947\u0964 \u0907\u0938 \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0907\u0928 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925-\u0938\u093e\u0925 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0928\u093e \u0939\u094b\u0917\u093e, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0921\u093f\u091c\u093f\u091f\u0932 \u0939\u094b\u0924\u0947 \u092a\u0930\u093f\u0935\u0947\u0936 \u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e\u0924\u094d\u092e\u0915 \u092c\u0922\u093c\u0924 \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0947\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0924\u0903, \u090f\u0932\u090f\u0932\u090f\u092e \u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0915\u0930, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0915\u0947 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0915\u0947 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u094b \u092c\u0926\u0932\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948\u0964 \u090f\u0932\u090f\u0932\u090f\u092e \u0905\u092a\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u093e\u0924\u094d\u092e\u0915 \u0932\u093e\u092d \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u0924\u0941\u0937\u094d\u091f\u093f \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0930\u093e\u091c\u0938\u094d\u0935 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u092f\u094b\u091c\u0928\u093e, \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0938\u094b\u091a \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0940 \u0917\u0939\u0930\u0940 \u0938\u092e\u091d \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u0907\u0938 \u0916\u0902\u0921 \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u093f\u0916\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0914\u0930 \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0940 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u092c\u0948\u0902\u0915 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0940 \u092a\u0942\u0930\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u0905\u0917\u094d\u0930\u0923\u0940 \u092c\u0928\u0947 \u0930\u0939 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u090f\u0915\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u0939\u0948, \u0914\u0930 \u091c\u094b \u0907\u0938 \u0924\u0915\u0928\u0940\u0915 \u0915\u094b \u0905\u092a\u0928\u093e\u090f\u0902\u0917\u0947 \u0935\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u0938\u092b\u0932\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u091a\u094d\u091b\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u092e\u0947\u0902 \u0939\u094b\u0902\u0917\u0947\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions\">\u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-llms-enhance-customer-service-in-banking\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e (\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0924\u0915\u0928\u0940\u0915\u0940 \u0936\u093f\u0915\u094d\u0937\u093e) \u0915\u0948\u0938\u0947 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e (\u0905\u0927\u094d\u092f\u092f\u0928\u0940\u092f \u0938\u094d\u0924\u0930 \u092a\u0930 \u0938\u094d\u0928\u093e\u0924\u0915\u094b\u0924\u094d\u0924\u0930) \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 24\/7 \u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u094b \u0935\u0948\u092f\u0915\u094d\u0924\u093f\u0915\u0943\u0924 \u0915\u0930\u0915\u0947 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-challenges-do-banks-face-in-implementing-llms\">\u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u0915\u093f\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u0948\u0902\u0915\u094b\u0902 \u0915\u094b \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0909\u091a\u094d\u091a \u0932\u093e\u0917\u0924, \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u090f\u0902, \u0921\u0947\u091f\u093e \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u091a\u093f\u0902\u0924\u093e\u090f\u0902 \u0914\u0930 \u091c\u091f\u093f\u0932 \u0928\u093f\u092f\u093e\u092e\u0915 \u0922\u093e\u0902\u091a\u0947 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u092b\u0932 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0907\u0928 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-llms-improve-fraud-detection-in-banking\">\u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0949\u0928\u094d\u0917-\u0932\u0947\u0935\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917) \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0932\u090f\u0932\u090f\u092e (\u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0902\u0921 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e) \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u092f\u0939 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0932\u0947\u0928\u0926\u0947\u0928 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0909\u092d\u0930\u0924\u0940 \u0939\u0941\u0908 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u0940 \u0930\u0923\u0928\u0940\u0924\u093f \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0922\u0932 \u091c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0915\u094d\u0937\u092e\u0924\u093e \u0932\u0917\u093e\u0924\u093e\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0940 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u092e\u091c\u092c\u0942\u0924 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-role-do-llms-play-in-credit-risk-assessment\">\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0940 \u0915\u094d\u092f\u093e \u092d\u0942\u092e\u093f\u0915\u093e \u0939\u094b\u0924\u0940 \u0939\u0948?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0932\u093e\u0930\u094d\u091c \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932\u094d\u0938 (\u090f\u0932\u090f\u0932\u090f\u092e) \u0909\u0928\u094d\u0928\u0924 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0938\u0941\u0927\u093e\u0930 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0938\u094d\u0915\u094b\u0930\u093f\u0902\u0917 \u0915\u094b \u0938\u0941\u0917\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u090b\u0923 \u0938\u0902\u092c\u0902\u0927\u0940 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u093f\u090f \u091c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-future-trends-can-we-expect-from-llms-in-banking\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0932\u090f\u0932\u090f\u092e \u0938\u0947 \u0939\u092e \u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902 \u0915\u093f\u0928 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0906\u092a \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 <a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%ad%e0%a4%b5%e0%a4%bf%e0%a4%b7%e0%a5%8d%e0%a4%af-%e0%a4%95%e0%a5%80-%e0%a4%ac%e0%a5%88%e0%a4%82%e0%a4%95%e0%a4%bf%e0%a4%82%e0%a4%97-%e0%a4%85%e0%a4%a8%e0%a5%81%e0%a4%b8%e0%a4%b0%e0%a4%a3\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"2917\">\u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928<\/a> \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u093e \u0927\u094d\u092f\u093e\u0928 \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0928\u093f\u0937\u094d\u0920\u093e \u0915\u0947 \u0932\u093f\u090f \u092c\u0947\u0939\u0924\u0930 \u0935\u0948\u092f\u0915\u094d\u0924\u093f\u0915\u0930\u0923 \u0914\u0930 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u094b\u0917\u093e\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0928 \u0918\u091f\u0928\u093e\u0915\u094d\u0930\u092e\u094b\u0902 \u0938\u0947 \u092c\u0948\u0902\u0915\u093f\u0902\u0917 \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0906\u090f\u0917\u093e\u0964.<\/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\/hi\/\u092c\u0948\u0902\u0915-\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940-\u0915\u093e-\u092a\u0924\u093e-\u0932\u0917\u093e\u0928\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\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. 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