{"id":47062,"date":"2025-07-22T11:21:00","date_gmt":"2025-07-22T09:21:00","guid":{"rendered":"https:\/\/www.investglass.com\/?p=47062"},"modified":"2025-07-30T17:47:00","modified_gmt":"2025-07-30T15:47:00","slug":"2025-%e0%a4%95%e0%a5%87-%e0%a4%b2%e0%a4%bf%e0%a4%8f-%e0%a4%ae%e0%a4%a8%e0%a5%80-%e0%a4%b2%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%a1%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%82%e0%a4%97-%e0%a4%b0%e0%a5%8b%e0%a4%a7","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/hi\/top-ai-in-anti-money-laundering-aml-solutions-for-2025\/","title":{"rendered":"2025 \u0915\u0947 \u0932\u093f\u090f \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u0936\u0940\u0930\u094d\u0937 \u090f\u0906\u0908"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u090f\u0906\u0908 \u092e\u0928\u0940 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\u0936\u094b\u0927\u0928 \u0928\u093f\u0935\u093e\u0930\u0923 (\u090f\u090f\u092e\u090f\u0932) \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e \u0930\u0939\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0932\u0947\u0916 \u0927\u0928 \u0936\u094b\u0927\u0928 \u0928\u093f\u0935\u093e\u0930\u0923 (\u090f\u090f\u092e\u090f\u0932) \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902, \u0932\u093e\u092d\u094b\u0902 \u0914\u0930 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925-\u0938\u093e\u0925 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u093e \u092d\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-key-takeaways\"><span class=\"ez-toc-section\" id=\"Key_Takeaways\"><\/span>\u091a\u093e\u092c\u0940 \u091b\u0940\u0928\u0928\u093e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u090f\u0906\u0908 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 \u0909\u092a\u093e\u092f\u094b\u0902 (\u090f\u090f\u092e\u090f\u0932) \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948 <a href=\"https:\/\/www.investglass.com\/hi\/%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%95%e0%a5%8b-%e0%a4%b8%e0%a5%81%e0%a4%b5%e0%a5%8d%e0%a4%af%e0%a4%b5%e0%a4%b8\/\" target=\"_self\" rel=\"noopener noreferrer\">\u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0905\u0928\u0941\u092a\u093e\u0932\u0928<\/a> 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href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%ae%e0%a4%a8%e0%a5%80-%e0%a4%b2%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%a1%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%82%e0%a4%97-%e0%a4%b5%e0%a4%bf%e0%a4%b0%e0%a5%8b%e0%a4%a7%e0%a5%80-%e0%a4%85%e0%a4%ad\/\" target=\"_self\" rel=\"noopener noreferrer\">\u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u090f\u0906\u0908<\/a> \u0907\u0938\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092e\u0941\u0926\u094d\u0926\u0947, \u0924\u0915\u0928\u0940\u0915\u0940 \u092c\u093e\u0927\u093e\u090f\u0902 \u0914\u0930 \u091c\u091f\u093f\u0932 \u0928\u093f\u092f\u093e\u092e\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u090f\u0902 \u0938\u0939\u093f\u0924 \u0915\u0908 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964.<\/p><\/li>\n\n\n\n<li><p>\u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u090f\u0915\u0940\u0915\u0930\u0923 \u0914\u0930 \u0909\u0928\u094d\u0928\u0924 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928 \u091c\u0948\u0938\u0947 \u0909\u092d\u0930\u0924\u0947 \u0930\u0941\u091d\u093e\u0928 \u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0906\u0936\u093e\u091c\u0928\u0915 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-leveraging-ai-for-enhanced-aml-compliance\"><span class=\"ez-toc-section\" id=\"Leveraging_AI_for_Enhanced_AML_Compliance\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a class=\"wpil_keyword_link\" href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2%e0%a4%a8-%e0%a4%89%e0%a4%aa%e0%a4%95%e0%a4%b0%e0%a4%a3\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0939\u094b\u0936\u093f\u092f\u093e\u0930\u0940\" data-wpil-keyword-link=\"linked\" data-wpil-monitor-id=\"5267\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0939\u094b\u0936\u093f\u092f\u093e\u0930\u0940<\/a> \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0938\u093e\u092e\u0928\u0947 \u0906\u0928\u0947 \u0935\u093e\u0932\u0940 \u091c\u091f\u093f\u0932 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u092a\u094d\u0930\u092e\u0941\u0916 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u092c\u0947\u0939\u0926 \u0905\u0939\u092e \u0939\u0948\u0964 \u090f\u0906\u0908 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0905\u0935\u0948\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u0928\u093f\u0935\u093e\u0930\u0915 \u0915\u093e\u0930\u094d\u0930\u0935\u093e\u0908 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u090f\u0935\u0902 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e \u0930\u0939\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947, \u0909\u0928\u094d\u0939\u0947\u0902 \u0930\u094b\u0915\u0928\u0947 \u0914\u0930 \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u0942\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u093e \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u0921\u0948\u0928\u094d\u0938\u094d\u0915\u0947 \u092c\u0948\u0902\u0915 \u0926\u094d\u0935\u093e\u0930\u093e \u0932\u0947\u0928\u0926\u0947\u0928 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u092c\u0940\u091a \u091b\u093f\u092a\u0940 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0926\u0947\u0916\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938 \u0924\u0930\u0939 \u0915\u0947 \u0924\u0915\u0928\u0940\u0915\u0940 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0936\u0915\u094d\u0924\u093f \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0939 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u090f\u0906\u0908 \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e \u0930\u0939\u093e \u0939\u0948, \u0909\u092a\u092f\u094b\u0917 \u0915\u0940 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u0915\u0941\u091b \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0914\u0930 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u092f\u0939 \u0938\u092e\u091d\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948 \u0915\u093f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u090f\u092e\u090f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948, \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0947 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092e\u093e\u092e\u0932\u094b\u0902 \u092a\u0930 \u0938\u091f\u0940\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \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 \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0928\u093e, \u0914\u0930 \u092f\u0939 \u092a\u0939\u091a\u093e\u0928\u0928\u093e \u0915\u093f \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 <a href=\"https:\/\/www.investglass.com\/hi\/2023-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%b2%e0%a5%87%e0%a4%a8%e0%a4%a6%e0%a5%87%e0%a4%a8-%e0%a4%a8%e0%a4%bf%e0%a4%97%e0%a4%b0%e0%a4%be%e0%a4%a8%e0%a5%80-%e0%a4%95%e0%a5%87-%e0%a4%b2%e0%a4%bf%e0%a4%8f\/\">\u0932\u0947\u0928\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940<\/a> \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0924\u0947\u091c\u0940 \u0938\u0947 \u092c\u0922\u093c\u093e \u0930\u0939\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-role-of-machine-learning-in-aml-operations\"><span class=\"ez-toc-section\" id=\"Role_of_Machine_Learning_in_AML_Operations\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u0938\u0902\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0940 \u092d\u0942\u092e\u093f\u0915\u093e<span class=\"ez-toc-section-end\"><\/span><\/h3>\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\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a-1024x701.png\" alt=\"\u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0932\u091a\u0940\u0932\u093e \u0938\u0940\u0906\u0930\u090f\u092e \u0907\u0928\u094d\u0935\u0947\u0938\u094d\u091f\u0917\u094d\u0932\u093e\u0938\" class=\"wp-image-47415\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a-1024x701.png 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a-300x205.png 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a-768x526.png 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a-1536x1052.png 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/InvestGlass-main-CRM-2024-c2cb8f3a.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0932\u091a\u0940\u0932\u093e \u0938\u0940\u0906\u0930\u090f\u092e \u0907\u0928\u094d\u0935\u0947\u0938\u094d\u091f\u0917\u094d\u0932\u093e\u0938<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u093e \u090f\u0915 \u0909\u092a\u0938\u092e\u0942\u0939, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917, \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u0938\u092e\u0915\u093e\u0932\u0940\u0928 \u0932\u0921\u093c\u093e\u0908 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0947 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u093e \u0924\u0941\u0930\u0902\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092e\u094c\u091c\u0942\u0926 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0915\u0947 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0928\u0947 \u0935\u093e\u0932\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0915\u0930\u0964 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0928\u094d\u0928\u0924 \u092f\u0947 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0909\u0928 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0932\u0947\u0928-\u0926\u0947\u0928\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u0948\u0902 \u091c\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u0939\u091a\u093e\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0938\u0947 \u092c\u091a \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0932\u0947\u0928\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0917\u094d\u0930\u093e\u0939\u0915-\u0938\u0902\u092c\u0902\u0927\u0940 \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 - \u091c\u0948\u0938\u0947 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u0917\u0924\u093f\u0935\u093f\u0927\u093f - \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0915\u0947 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0938\u0947 \u0906\u0917\u0947 \u0928\u093f\u0915\u0932 \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u0914\u0930 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u094b\u092b\u093e\u0907\u0932 \u0924\u0948\u092f\u093e\u0930 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u092c\u0947\u0939\u0924\u0930 \u0921\u094d\u092f\u0942 \u0921\u093f\u0932\u093f\u091c\u0947\u0902\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0941\u0917\u092e \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-natural-language-processing-for-aml-reporting\"><span class=\"ez-toc-section\" id=\"Natural_Language_Processing_for_AML_Reporting\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\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\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u090f\u090f\u092e\u090f\u0932 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u090f\u090f\u092e\u090f\u0932 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0906\u0935\u0936\u094d\u092f\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u094b\u0902 \u0915\u094b \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e \u0905\u0927\u093f\u0915 \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091c\u0939\u093e\u0902 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0924\u0902\u0924\u094d\u0930 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0915\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u094b\u0902 \u0915\u093e \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0935\u093f\u0935\u0930\u0923 \u0926\u0947\u0928\u0947 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0935\u0939\u0940\u0902 \u090f\u0928\u090f\u0932\u092a\u0940 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0928\u093e\u092e\u094b\u0902 \u0914\u0930 \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u0915\u094b \u090f\u0915\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0915\u0947 \u0907\u0938 \u0915\u093e\u0930\u094d\u092f \u0915\u094b \u0938\u0941\u0917\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0917\u0932\u0924 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0915\u092e\u0940 \u0906\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u094d\u0930\u093e\u0939\u0915 \u0928\u093e\u092e\u094b\u0902 \u0914\u0930 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0915\u094d\u0937\u094b\u0902 \u0915\u0940 \u0938\u092e\u0940\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u0909\u0928\u094d\u0939\u0947\u0902 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u092f\u093e \u0905\u0927\u093f\u0915\u093e\u0930\u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0915\u0947, \u090f\u0928\u090f\u0932\u092a\u0940 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u092f\u094b\u0917\u0926\u093e\u0928 \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u0941\u0927\u093e\u0930 \u0928 \u0915\u0947\u0935\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092a\u0939\u0932\u094b\u0902 \u0915\u094b \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u092e\u0942\u0932\u094d\u092f \u0938\u092e\u092f \u092d\u0940 \u092c\u091a\u093e\u0924\u093e \u0939\u0948 \u0924\u093e\u0915\u093f \u0935\u0947 \u0905\u092a\u0928\u093e \u0927\u094d\u092f\u093e\u0928 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0947\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-predictive-analytics-in-transaction-monitoring\"><span class=\"ez-toc-section\" id=\"Predictive_Analytics_in_Transaction_Monitoring\"><\/span>\u0932\u0947\u0928\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<span class=\"ez-toc-section-end\"><\/span><\/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 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0918\u091f\u0915 \u0939\u0948\u0964 \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u092f\u0947 \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0901 \u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0940 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0940 \u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0916\u0924\u0930\u094b\u0902 \u0938\u0947 \u092c\u091a\u093e\u0935 \u0915\u0947 \u0938\u093e\u0927\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092e\u0947\u0902 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948, \u091c\u094b \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0914\u0930 \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u091c\u094b\u0916\u093f\u092e \u0938\u0902\u0915\u0947\u0924\u0915\u094b\u0902 \u0915\u0947 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u093e \u0914\u0930 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e \u0907\u0938 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0932\u093e\u092d\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u094c\u091c\u0942\u0926\u093e \u0932\u0947\u0928\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0927\u0928 \u0936\u094b\u0927\u0928 \u0915\u0947 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0928 \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0924\u0947\u091c\u0940 \u0906\u0924\u0940 \u0939\u0948\u0964 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a, \u092f\u0939 \u090f\u0915\u0940\u0915\u0930\u0923 \u090f\u090f\u092e\u090f\u0932 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0926\u0942\u0930\u0926\u0930\u094d\u0936\u0940 \u0909\u092a\u093e\u092f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0917\u0920\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0927\u0928 \u0936\u094b\u0927\u0928 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0909\u092d\u0930\u0924\u0940 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u094b \u0909\u0928\u0915\u0947 \u0938\u093e\u092e\u0928\u0947 \u0906\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0939\u0940 \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u092e\u0947\u0902 \u092e\u094c\u0932\u093f\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0932\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-overcoming-challenges-in-ai-driven-aml-solutions\"><span class=\"ez-toc-section\" id=\"Overcoming_Challenges_in_AI-Driven_AML_Solutions\"><\/span>\u090f\u0906\u0908-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u090f\u092e\u090f\u0932 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092c\u0942 \u092a\u093e\u0928\u093e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0905\u0935\u0938\u0930 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u0915\u0947 \u0938\u093e\u0925 \u0915\u0908 \u092c\u093e\u0927\u093e\u090f\u0902 \u092d\u0940 \u091c\u0941\u0921\u093c\u0940 \u0939\u0941\u0908 \u0939\u0948\u0902\u0964 \u0935\u093f\u0924\u094d\u0924 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u091c\u093f\u092e\u094d\u092e\u0947\u0926\u093e\u0930 \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0924\u0915\u0928\u0940\u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e\u0913\u0902, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u0915\u0920\u093f\u0928\u093e\u0907\u092f\u094b\u0902, \u0928\u093f\u092f\u093e\u092e\u0915 \u0922\u093e\u0902\u091a\u094b\u0902 \u0914\u0930 \u0906\u0902\u0924\u0930\u093f\u0915 \u092c\u093e\u0927\u093e\u0913\u0902 \u0938\u0939\u093f\u0924 \u0915\u0908 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u093e \u0939\u094b\u0917\u093e, \u091c\u094b \u0909\u0928\u0915\u0947 \u092e\u094c\u091c\u0942\u0926\u093e \u090f\u090f\u092e\u090f\u0932 \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u092d\u0940\u0924\u0930 \u090f\u0906\u0908 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u092b\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0905\u092a\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092c\u093e\u0927\u093e \u092c\u0928 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\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 \u0906\u0917\u0947 \u092c\u0922\u093c\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948\u0902, \u0938\u0941\u0935\u093f\u091a\u093e\u0930\u093f\u0924 \u092f\u094b\u091c\u0928\u093e \u0914\u0930 \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0939\u094b \u0917\u090f \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0938\u092b\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0938\u0947 \u091c\u0941\u0921\u093c\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092c\u0942 \u092a\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0924\u0915\u0928\u0940\u0915\u0940 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0940 \u0915\u092e\u093f\u092f\u094b\u0902 \u0914\u0930 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u091a\u093f\u0902\u0924\u093e\u0913\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u093e \u0914\u0930 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u093e, \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 AML \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0924\u0924\u094d\u0935 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-data-management-and-quality-issues\"><span class=\"ez-toc-section\" id=\"Data_Management_and_Quality_Issues\"><\/span>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u092e\u0941\u0926\u094d\u0926\u0947<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092a\u0930 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0905\u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u093e \u0921\u0947\u091f\u093e, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0924\u0902\u0924\u094d\u0930 (AML) \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f\u0924\u093e \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u0942\u0932 \u092a\u094d\u0930\u092d\u093e\u0935 \u0921\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u0905\u0916\u0902\u0921\u0924\u093e \u0915\u0940 \u0930\u0915\u094d\u0937\u093e \u0915\u0930\u0928\u093e \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u093e \u0921\u0947\u091f\u093e \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927\u094b\u0902 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0924\u0928\u0940 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u093e \u090f\u0915 \u0928\u093f\u0930\u0902\u0924\u0930 \u091a\u0941\u0928\u094c\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u094b\u0902 \u0915\u0940 \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u093e \u092c\u094b\u091d \u0915\u092e \u0939\u094b\u0924\u093e \u0939\u0948 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u094b\u092b\u093e\u0907\u0932 \u0915\u0947 \u0938\u0902\u092c\u0902\u0927 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092c\u0922\u093c\u0924\u0947 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a, \u092f\u0939 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0938\u0916\u094d\u0924 \u0909\u091a\u093f\u0924 \u092a\u0930\u093f\u0936\u094d\u0930\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \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\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-technical-and-operational-hurdles\"><span class=\"ez-toc-section\" id=\"Technical_and_Operational_Hurdles\"><\/span>\u0924\u0915\u0928\u0940\u0915\u0940 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u093e\u0927\u093e\u090f\u0901<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.investglass.com\/hi\/%e0%a4%ac%e0%a5%88%e0%a4%82%e0%a4%95-%e0%a4%96%e0%a4%b0%e0%a5%80%e0%a4%a6%e0%a4%a8%e0%a5%87-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%95%e0%a4%bf%e0%a4%a4%e0%a4%a8%e0%a4%be-%e0%a4%96%e0%a4%b0%e0%a5%8d-2\/\" target=\"_self\" rel=\"noopener noreferrer\">\u092c\u0948\u0902\u0915\u094b\u0902<\/a> \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f \u092e\u0947\u0902 \u0932\u0917\u0940 \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0941\u0930\u093e\u0928\u0947 \u0906\u0908\u091f\u0940 \u0938\u093f\u0938\u094d\u091f\u092e \u0914\u0930 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0914\u0930 \u0938\u094d\u091f\u094b\u0930\u0947\u091c \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0915\u0947 \u0915\u093e\u0930\u0923 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c \u0930\u0939\u093e \u0939\u0948\u0964 \u092f\u0947 \u092e\u0942\u0932\u092d\u0942\u0924 \u0915\u0920\u093f\u0928\u093e\u0907\u092f\u093e\u0901 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0940 \u0917\u0924\u093f \u0915\u094b \u0927\u0940\u092e\u093e \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u0932\u093f\u090f \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0928\u093f\u0935\u0947\u0936 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0917\u0940\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-regulatory-and-compliance-constraints\"><span class=\"ez-toc-section\" id=\"Regulatory_and_Compliance_Constraints\"><\/span>\u0928\u093f\u092f\u093e\u092e\u0915 \u090f\u0935\u0902 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u093e\u0927\u093e\u090f\u0901<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u090f\u092e\u090f\u0932 (\u0906\u092a\u0930\u093e\u0927\u093f\u0915 \u092a\u094d\u0930\u092c\u0902\u0927\u0928) \u0938\u0902\u092c\u0902\u0927\u0940 \u0928\u093f\u092f\u093e\u092e\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948 \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0907\u0928\u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u092a\u093e\u0908 \u091c\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u093e \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u090f\u0906\u0908 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0915\u0930 \u090f\u090f\u092e\u090f\u0932 \u092a\u0939\u0932\u094b\u0902 \u0915\u094b \u092e\u091c\u092c\u0942\u0924\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u0902\u0917\u0920\u0928 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u093e \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u092a\u093e\u0932\u0928 \u0915\u0930 \u092a\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u094b \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e\u0928\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u0906\u092e \u092c\u093e\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0947 \u092c\u0926\u0932\u0924\u0940 \u0928\u093f\u092f\u093e\u092e\u0915 \u092e\u093e\u0902\u0917\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u091c\u0932\u094d\u0926\u0940 \u0938\u0947 \u0922\u0932 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0928 \u0915\u0947\u0935\u0932 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0902, \u092c\u0932\u094d\u0915\u093f \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 \u092d\u0940 \u0915\u093e\u092b\u0940 \u0915\u092e\u0940 \u0932\u093e\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0928\u093f\u092f\u092e\u094b\u0902 \u092e\u0947\u0902 \u0932\u0917\u093e\u0924\u093e\u0930 \u092c\u0926\u0932\u093e\u0935 \u0915\u0947 \u0938\u093e\u0925, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0914\u0930 \u092d\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u094b\u0924\u0940 \u091c\u093e\u090f\u0902\u0917\u0940\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-real-world-applications-of-ai-in-aml\"><span class=\"ez-toc-section\" id=\"Real-World_Applications_of_AI_in_AML\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-1024x683.jpg\" alt=\"\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \" class=\"wp-image-47126\" srcset=\"https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-1024x683.jpg 1024w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-300x200.jpg 300w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-768x512.jpg 768w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-1536x1024.jpg 1536w, https:\/\/www.investglass.com\/wp-content\/uploads\/2025\/04\/getty-images-gYXScf2AdO0-unsplash-scaled.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 <\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u0915\u0908 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0909\u092a\u092f\u094b\u0917 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0902 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0947 \u0915\u0941\u091b \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0916\u0930\u094d\u091a\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u090f\u0906\u0908 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0915\u094b \u091b\u093e\u0928\u0915\u0930 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0914\u0930 \u0905\u0928\u093f\u092f\u092e\u093f\u0924\u0924\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u093e\u0939\u093f\u0930 \u0939\u0948 \u091c\u094b \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902, \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AML) \u092a\u0930 AI \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935 \u0938\u094d\u092a\u0937\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u0926\u093f\u0916\u093e\u0908 \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u094d\u0930\u092d\u093e\u0935 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0914\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u094d\u092a\u0937\u094d\u091f \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u092a\u094d\u0930\u0917\u0924\u093f \u0907\u0938 \u092c\u093e\u0924 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948 \u0915\u093f AI \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0927\u0928 \u0936\u094b\u0927\u0928 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0947 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0932\u093e \u0930\u0939\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-powered-risk-assessment-tools\"><span class=\"ez-toc-section\" id=\"AI-Powered_Risk_Assessment_Tools\"><\/span>\u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0909\u092a\u0915\u0930\u0923<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0909\u092a\u0915\u0930\u0923 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u091b\u093e\u0928\u092c\u0940\u0928 \u0915\u0930\u0915\u0947 \u0909\u0928 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0914\u0930 \u0905\u0928\u093f\u092f\u092e\u093f\u0924\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u0913\u0930 \u0907\u0936\u093e\u0930\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0928\u094d\u0928\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u092f\u0947 \u0909\u092a\u0915\u0930\u0923 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u091c\u094b\u0916\u093f\u092e \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0948\u0928\u0941\u0905\u0932, \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923\u094b\u0902 \u0938\u0947 \u0915\u0939\u0940\u0902 \u0906\u0917\u0947 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0938\u0947 \u091c\u094b\u0916\u093f\u092e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0917\u0924\u093f \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0947 \u0909\u092a\u0915\u0930\u0923 \u0932\u0947\u0928-\u0926\u0947\u0928, \u0916\u093e\u0924\u0947 \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u092c\u0902\u0927 \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0938\u0947 \u091c\u0941\u0921\u093c\u0947 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u094b \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-real-time-anomaly-detection\"><span class=\"ez-toc-section\" id=\"Real-Time_Anomaly_Detection\"><\/span>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u092a\u0939\u091a\u093e\u0928 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0940 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0902\u0926\u0947\u0939 \u092a\u0948\u0926\u093e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0915\u094b \u0924\u0941\u0930\u0902\u0924 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u0909\u0928\u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964 \u092f\u0947 \u090f\u0906\u0908 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 \u091c\u091f\u093f\u0932 \u092a\u0948\u091f\u0930\u094d\u0928 \u0914\u0930 \u0905\u0928\u093f\u092f\u092e\u093f\u0924\u0924\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u093e\u0939\u093f\u0930 \u0939\u0948\u0902 \u091c\u094b \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902, \u0914\u0930 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u091c\u093e\u0902\u091a \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0905\u0932\u093e\u0930\u094d\u092e \u092c\u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u092e\u0947\u0915\u093f\u0924 \u0915\u0930\u0915\u0947, \u090f\u0906\u0908 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0905\u0935\u0948\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u092a\u0939\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0939 \u0907\u0928 \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0915\u093f\u0938\u0940 \u092d\u0940 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0915\u093e \u092a\u0924\u093e \u091a\u0932\u0928\u0947 \u092a\u0930 \u0924\u0941\u0930\u0902\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-automated-reporting-systems\"><span class=\"ez-toc-section\" id=\"Automated_Reporting_Systems\"><\/span>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0938\u093f\u0938\u094d\u091f\u092e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0930\u093f\u092a\u094b\u0930\u094d\u091f (SAR) \u0914\u0930 \u0905\u0928\u094d\u092f \u0928\u093f\u092f\u093e\u092e\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u094b\u0902 \u0915\u094b \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0915\u0930 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0938\u0930\u0932\u0940\u0915\u0930\u0923 \u0938\u0947 \u0917\u0932\u0924 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u0932\u0917\u0928\u0947 \u0935\u093e\u0932\u093e \u0938\u092e\u092f \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091f\u0940\u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930 \u092a\u093e\u0924\u0940 \u0939\u0948\u0902\u0964 AI \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0907\u0928 AML \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u093e\u0902\u0938\u094d\u0915\u0947 \u092c\u0948\u0902\u0915 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0915\u0947\u0938 \u0938\u094d\u091f\u0921\u0940 \u092f\u0939 \u0926\u0930\u094d\u0936\u093e\u0924\u0940 \u0939\u0948 \u0915\u093f \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u092e\u0947\u0902 \u090f\u0906\u0908-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0938\u0947 \u0928\u093f\u092f\u093e\u092e\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0914\u0930 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u090f\u090f\u092e\u090f\u0932 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0948\u0938\u0947 \u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 \u0909\u0928\u094d\u0928\u0924 \u0939\u094b \u0930\u0939\u0940 \u0939\u0948\u0902, \u0909\u0928\u0938\u0947 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \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 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u090f\u090f\u092e\u090f\u0932 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u0928\u093f\u0930\u0902\u0924\u0930 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0917\u093e\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-ai-in-anti-money-laundering-efforts\"><span class=\"ez-toc-section\" id=\"Benefits_of_AI_in_Anti_Money_Laundering_Efforts\"><\/span>\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0932\u093e\u092d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 (\u090f\u090f\u092e\u090f\u0932) \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0938\u0947 \u0915\u0908 \u0932\u093e\u092d \u092e\u093f\u0932\u0924\u0947 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f \u092c\u0947\u0939\u0924\u0930 \u0915\u093e\u0930\u094d\u092f\u0915\u0941\u0936\u0932\u0924\u093e, \u0915\u092e \u0932\u093e\u0917\u0924 \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915 \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0905\u0928\u0941\u092a\u093e\u0932\u0928\u0964 \u0932\u0947\u0928-\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u092c\u0902\u0927\u0940 \u0909\u091a\u093f\u0924 \u091c\u093e\u0902\u091a-\u092a\u0921\u093c\u0924\u093e\u0932 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u092a\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u090f\u0906\u0908 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u0909\u0920\u093e\u090f \u0917\u090f \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u0927\u093f\u0915\u093e\u0930\u0940 (\u0938\u0940\u090f\u092b\u0913) \u0905\u092a\u0928\u0947 \u090f\u090f\u092e\u090f\u0932 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0924-\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u0913\u0930 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0930\u0941\u0916 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u090f\u0906\u0908 \u0915\u094b \u0905\u092a\u0928\u093e\u0928\u0947 \u0938\u0947 \u0928 \u0915\u0947\u0935\u0932 \u0916\u0930\u094d\u091a\u094b\u0902 \u092e\u0947\u0902 \u0915\u092e\u0940 \u0906\u0924\u0940 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927\u094b\u0902 \u0938\u0947 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0909\u092a\u0915\u0930\u0923 \u092d\u0940 \u092e\u093f\u0932\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u090f\u092e\u090f\u0932 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093f\u0924\u0928\u093e \u092b\u093e\u092f\u0926\u0947\u092e\u0902\u0926 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u0907\u0938\u0947 \u0938\u0939\u0940 \u092e\u093e\u092f\u0928\u0947 \u092e\u0947\u0902 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0917\u0932\u0924 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u092a\u0930 \u0907\u0938\u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092f\u0939 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0915\u093f\u092b\u093e\u092f\u0924\u0940 \u0938\u093e\u0927\u0928 \u0939\u0948, \u0938\u093e\u0925 \u0939\u0940 \u0938\u093e\u0925 \u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-reducing-false-positives\"><span class=\"ez-toc-section\" id=\"Reducing_False_Positives\"><\/span>\u0917\u0932\u0924 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u093e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u092d\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0915\u0930 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u092a\u0937\u094d\u091f \u0935\u093f\u0935\u0930\u0923 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0915\u0947 \u0928\u093f\u092f\u093e\u092e\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0917\u0932\u0924 \u0938\u0942\u091a\u0928\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0915\u092e\u0940 \u0906\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0915\u092e\u0940 \u0938\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u091f\u0940\u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u0939\u0940\u0928 \u091a\u0947\u0924\u093e\u0935\u0928\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u091b\u093e\u0928\u0915\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930 \u092a\u093e\u0924\u0940 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u0932\u0924 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u092a\u0930 \u0905\u0902\u0915\u0941\u0936 \u0932\u0917\u093e\u0915\u0930, \u090f\u0906\u0908 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0909\u0938\u0915\u0947 \u0938\u0902\u0938\u093e\u0927\u0928 \u0909\u0928 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u0939\u094b\u0902 \u091c\u094b \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0938\u0902\u0926\u0947\u0939 \u092a\u0948\u0926\u093e \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0905\u092d\u093f\u092f\u093e\u0928\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cost-effective-compliance\"><span class=\"ez-toc-section\" id=\"Cost-Effective_Compliance\"><\/span>\u0932\u093e\u0917\u0924-\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0905\u0928\u0941\u092a\u093e\u0932\u0928<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u090f\u092e\u090f\u0932 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0915\u092e\u0940 \u0932\u093e\u0908 \u091c\u093e \u0938\u0915\u0924\u0940 \u0939\u0948 \u091c\u094b \u0905\u0928\u094d\u092f\u0925\u093e \u0926\u094b\u0939\u0930\u093e\u0935 \u0935\u093e\u0932\u0947 \u0914\u0930 \u0915\u093e\u092b\u0940 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0936\u094d\u0930\u092e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u090f\u092e\u090f\u0932 \u0915\u0947\u0938 \u092e\u0948\u0928\u0947\u091c\u092e\u0947\u0902\u091f \u0938\u093f\u0938\u094d\u091f\u092e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u092c\u0928\u093e\u0915\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0916\u0930\u094d\u091a\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u092e\u0947\u0902 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u0936\u094d\u0930\u092e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u092f\u094b\u0917\u0926\u093e\u0928 \u0928 \u0915\u0947\u0935\u0932 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u0940 \u0917\u093e\u0930\u0902\u091f\u0940 \u0926\u0947\u0924\u093e \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0932\u093e\u0917\u0924 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u090f\u090f\u092e\u090f\u0932 \u0938\u092e\u093e\u0927\u093e\u0928 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0915\u0947 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 \u092c\u091a\u0924 \u0915\u0930\u0915\u0947 \u0939\u093e\u0938\u093f\u0932 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-enhanced-customer-behavior-analysis\"><span class=\"ez-toc-section\" id=\"Enhanced_Customer_Behavior_Analysis\"><\/span>\u0909\u0928\u094d\u0928\u0924 \u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u094b\u092b\u093e\u0907\u0932 \u092c\u0928\u093e\u0915\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0915\u0940 \u0909\u091a\u093f\u0924 \u091c\u093e\u0902\u091a-\u092a\u0921\u093c\u0924\u093e\u0932 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u0940 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0938\u092e\u091d \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0910\u0938\u0947 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u093f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0905\u0935\u0948\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 AML \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-future-trends-in-ai-and-aml\"><span class=\"ez-toc-section\" id=\"Future_Trends_in_AI_and_AML\"><\/span>\u090f\u0906\u0908 \u0914\u0930 \u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f \u0909\u091c\u094d\u091c\u094d\u0935\u0932 \u0926\u093f\u0916 \u0930\u0939\u093e \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0915\u0908 \u0909\u092d\u0930\u0924\u0947 \u0930\u0941\u091d\u093e\u0928 \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 \u0935\u093e\u0932\u0947 \u0939\u0948\u0902\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u0939\u092f\u094b\u0917 \u092c\u0922\u093c\u093e\u0928\u093e \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0930\u094b\u0915\u0925\u093e\u092e \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u090f\u0906\u0908 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0938\u0902\u092d\u0935\u0924\u0903 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0940\u092f \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u092a\u0939\u091a\u093e\u0928 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u091c\u0928\u094d\u092e \u0926\u0947\u0902\u0917\u0940, \u091c\u094b \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902\u0917\u0940\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0906\u0908 \u0914\u0930 \u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923, \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u0935\u093e\u091a\u093e\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-integration-with-blockchain-technology\"><span class=\"ez-toc-section\" id=\"Integration_with_Blockchain_Technology\"><\/span>\u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u0924\u0915\u0928\u0940\u0915 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0935\u093f\u0915\u0947\u0928\u094d\u0926\u094d\u0930\u0940\u0915\u0943\u0924, \u0905\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0940\u092f \u0930\u093f\u0915\u0949\u0930\u094d\u0921 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092c\u0928\u093e\u0915\u0930 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u0916\u0930\u094d\u091a\u094b\u0902 \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0905\u0928\u0941\u092e\u093e\u0928 \u0939\u0948 \u0915\u093f \u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0907\u0928 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u094b 30-50% \u0924\u0915 \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u0915\u0940 \u0935\u093f\u0924\u0930\u093f\u0924 \u092a\u094d\u0930\u0915\u0943\u0924\u093f \u0915\u0947 \u0915\u093e\u0930\u0923 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u091b\u0947\u0921\u093c\u091b\u093e\u0921\u093c \u0915\u093e \u091c\u094b\u0916\u093f\u092e \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0932\u0947\u0928\u0926\u0947\u0928 \u0932\u0949\u0917 \u0915\u0940 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f\u0924\u093e \u092e\u091c\u092c\u0942\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0930 \u0932\u093e\u0917\u0942 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0915\u0949\u0928\u094d\u091f\u094d\u0930\u0948\u0915\u094d\u091f \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u091a\u0932\u0928\u0947 \u092a\u0930 \u091a\u0947\u0924\u093e\u0935\u0928\u0940 \u091c\u093e\u0930\u0940 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-advanced-behavioral-pattern-recognition\"><span class=\"ez-toc-section\" id=\"Advanced_Behavioral_Pattern_Recognition\"><\/span>\u0909\u0928\u094d\u0928\u0924 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u092a\u094d\u0930\u0917\u0924\u093f \u0928\u0947 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u0914\u0930 \u091c\u091f\u093f\u0932 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u093f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0939\u0948\u0902, \u091c\u094b \u0927\u0928 \u0936\u094b\u0927\u0928 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0928\u0935\u093e\u091a\u093e\u0930\u094b\u0902 \u0928\u0947 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0940 \u091c\u091f\u093f\u0932 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u092c\u0922\u093c\u093e\u092f\u093e \u0939\u0948, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0928\u0939\u0940\u0902 \u092a\u0915\u0921\u093c\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0947 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0940 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0935\u093f\u0930\u094b\u0927\u0940 (\u090f\u090f\u092e\u090f\u0932) \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u090f\u0906\u0908 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u092e\u0939\u0924\u094d\u0935 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0932\u0917\u093e\u0924\u093e\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0940 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092a\u0930 \u092c\u0922\u093c\u0924 \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0947\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai-driven-innovations-in-regulatory-compliance\"><span class=\"ez-toc-section\" id=\"AI-Driven_Innovations_in_Regulatory_Compliance\"><\/span>\u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u0935\u093e\u091a\u093e\u0930<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0930 \u0930\u0939\u0940 \u0939\u0948, \u092f\u0939 \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948 \u0915\u093f \u0907\u0938\u0915\u0947 \u0909\u0928\u094d\u0928\u0924 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u090f\u090f\u092e\u090f\u0932 \u0935\u093f\u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0940 \u091c\u091f\u093f\u0932 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0914\u0930 \u092d\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u090f\u0902\u0917\u0947\u0964 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0940 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u092d\u0942\u092e\u093f\u0915\u093e \u0907\u0928 \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u090f\u090f\u092e\u090f\u0932 \u0915\u0940 \u0932\u0917\u093e\u0924\u093e\u0930 \u092c\u0926\u0932\u0924\u0940 \u092e\u093e\u0902\u0917\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0922\u0932\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0947\u0917\u0940\u0964.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-summary\"><span class=\"ez-toc-section\" id=\"Summary\"><\/span>\u0938\u093e\u0930\u093e\u0902\u0936<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u090f\u0902\u091f\u0940-\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 (AML) \u092a\u0939\u0932\u094b\u0902 \u092e\u0947\u0902 AI \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092f\u094b\u0917 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927\u094b\u0902 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u0932\u0921\u093c\u093e\u0908 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 AI \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u090f\u0915 \u0938\u0930\u094d\u0935\u0935\u094d\u092f\u093e\u092a\u0940 \u0938\u0947\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928, \u0930\u094b\u0915\u0925\u093e\u092e \u0914\u0930 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u092e\u0947\u0902 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0938\u0947 \u0932\u0947\u0915\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f \u0921\u0947\u091f\u093e \u0939\u0948\u0902\u0921\u0932\u093f\u0902\u0917 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e\u0913\u0902, \u0924\u0915\u0928\u0940\u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u092c\u093e\u0927\u093e\u0913\u0902 \u0914\u0930 \u0928\u093f\u092f\u093e\u092e\u0915 \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u0947 \u092a\u093e\u0932\u0928 \u091c\u0948\u0938\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0902 \u092c\u0928\u0940 \u0939\u0941\u0908 \u0939\u0948\u0902, AML \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 AI \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093e\u092d \u0938\u094d\u092a\u0937\u094d\u091f \u0939\u0948\u0902\u0964 AI \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u0947\u0936 \u0915\u0940 \u0917\u0908 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \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\u0915\u0947 \u0914\u0930 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0924\u0902\u0924\u094d\u0930 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0915\u0947, \u091c\u094b \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u091d\u0942\u0920\u0947 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 (false positives) \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u0938\u093e\u0925 \u0939\u0940 \u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u092d\u0940 \u0938\u092e\u0943\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u0948\u0938\u0947 \u0939\u0940 \u0939\u092e \u090f\u0902\u091f\u0940-\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u0926\u0947\u0916\u0924\u0947 \u0939\u0948\u0902, \u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u0915\u0947 \u092e\u094c\u091c\u0942\u0926\u093e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u092d\u093f\u0938\u0930\u0923 \u092f\u093e \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u093f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u0927\u093f\u0915 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u091c\u0948\u0938\u0940 \u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093e \u0915\u0930\u0924\u0947 \u0939\u0941\u090f, \u092f\u0939 \u0938\u094d\u092a\u0937\u094d\u091f \u0939\u0948 \u0915\u093f \u0907\u0928 \u0935\u093f\u0915\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u0905\u0928\u0941\u0936\u093e\u0938\u0928 \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092c\u0926\u0932\u0928\u0947 \u0915\u0940 \u0905\u092a\u093e\u0930 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u0915\u093e\u0930\u0923 \u0938\u0947, \u092f\u0939 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0939\u0948 \u0915\u093f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0917\u0920\u0928 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0938\u0942\u091a\u093f\u0924 \u0930\u0939\u0947\u0902 \u0914\u0930 \u0928\u0935\u0940\u0928 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u094b \u0938\u0915\u094d\u0930\u093f\u092f \u0930\u0942\u092a \u0938\u0947 \u0905\u092a\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0932\u091a\u0940\u0932\u0947 \u0939\u094b\u0902 \u0924\u093e\u0915\u093f \u0935\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u091c\u091f\u093f\u0932 \u0927\u0928-\u0936\u094b\u0927\u0928 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092e\u0941\u0915\u093e\u092c\u0932\u093e \u0915\u0930 \u0938\u0915\u0947\u0902\u0964 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u093e\u0902\u0917\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0909\u091a\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0930\u0947\u0916\u093f\u0924 \u0906\u0927\u0941\u0928\u093f\u0915 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e\u0915\u0930 \u0910\u0938\u093e \u0915\u0930\u0928\u0947 \u0938\u0947 \u0928 \u0915\u0947\u0935\u0932 \u0915\u0920\u094b\u0930 \u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0917\u093e, \u092c\u0932\u094d\u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0906\u0930\u094d\u0925\u093f\u0915 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u0905\u0916\u0902\u0921\u0924\u093e \u0915\u094b \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u0941\u0930\u0915\u094d\u0937\u093e\u0924\u094d\u092e\u0915 \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092d\u0940 \u0915\u093e\u092e \u0915\u0930\u0947\u0917\u093e, \u091c\u094b \u0915\u0941\u0932 \u092e\u093f\u0932\u093e\u0915\u0930 \u090f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0905\u0902\u0924\u0930\u0930\u093e\u0937\u094d\u091f\u094d\u0930\u0940\u092f \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \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-frequently-asked-questions\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span>\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<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-does-ai-enhance-aml-compliance\"><span class=\"ez-toc-section\" id=\"How_does_AI_enhance_AML_compliance\"><\/span>\u090f\u0906\u0908 \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0906\u0908 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0915\u0947 \u090f\u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 <a href=\"https:\/\/www.investglass.com\/hi\/2023-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%b2%e0%a5%87%e0%a4%a8%e0%a4%a6%e0%a5%87%e0%a4%a8-%e0%a4%a8%e0%a4%bf%e0%a4%97%e0%a4%b0%e0%a4%be%e0%a4%a8%e0%a5%80-%e0%a4%95%e0%a5%87-%e0%a4%b2%e0%a4%bf%e0%a4%8f\/\" target=\"_self\" rel=\"noopener noreferrer\">\u0932\u0947\u0928-\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901<\/a> \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0915\u0940 \u0909\u091a\u093f\u0924 \u091c\u093e\u0902\u091a-\u092a\u0921\u093c\u0924\u093e\u0932 \u0915\u0930\u0928\u0947 \u0938\u0947, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0916\u0930\u094d\u091a\u094b\u0902 \u092e\u0947\u0902 \u0915\u091f\u094c\u0924\u0940 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u0927\u0928 \u0936\u094b\u0927\u0928 \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 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u0930\u094b\u0915\u0928\u0947 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u0930\u0942\u092a \u0938\u0947 \u0938\u0915\u094d\u0937\u092e \u0939\u0948\u0902\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-role-does-machine-learning-play-in-aml-operations\"><span class=\"ez-toc-section\" id=\"What_role_does_machine_learning_play_in_AML_operations\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u0938\u0902\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0940 \u0915\u094d\u092f\u093e \u092d\u0942\u092e\u093f\u0915\u093e \u0939\u0948?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u094d\u0930\u093e\u0939\u0915 \u0932\u0947\u0928\u0926\u0947\u0928 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0928\u0947 \u0915\u0947 \u0915\u093e\u0930\u0923 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u090f\u092e\u090f\u0932 \u0938\u0902\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0905\u0924\u094d\u092f\u093e\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092f\u0939 \u0924\u0915\u0928\u0940\u0915 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940, \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0914\u0930 \u0938\u092e\u0917\u094d\u0930 \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\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-are-the-challenges-in-implementing-ai-driven-aml-solutions\"><span class=\"ez-toc-section\" id=\"What_are_the_challenges_in_implementing_AI-driven_AML_solutions\"><\/span>\u090f\u0906\u0908-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u090f\u092e\u090f\u0932 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0939\u0948\u0902?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0906\u0908-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u090f\u092e\u090f\u0932 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u0908 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u092e\u0941\u0926\u094d\u0926\u0947, \u0924\u0915\u0928\u0940\u0915\u0940 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u092c\u093e\u0927\u093e\u090f\u0901, \u0914\u0930 \u0915\u0921\u093c\u0947 \u0928\u093f\u092f\u093e\u092e\u0915\u0940\u092f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u094b \u0907\u0928 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e \u0914\u0930 \u0906\u0927\u0941\u0928\u093f\u0915 \u0906\u0908\u091f\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-does-predictive-analytics-improve-transaction-monitoring-in-aml\"><span class=\"ez-toc-section\" id=\"How_does_predictive_analytics_improve_transaction_monitoring_in_AML\"><\/span>\u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092a\u094d\u0930\u0947\u0921\u093f\u0915\u094d\u091f\u093f\u0935 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0948\u0938\u0947 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f, \u092d\u0935\u093f\u0937\u094d\u092f\u0938\u0942\u091a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0915\u0930 \u090f\u090f\u092e\u090f\u0932 \u0932\u0947\u0928\u0926\u0947\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u093e \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u092a\u0924\u093e \u091a\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0938\u0915\u094d\u0930\u093f\u092f \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u094b \u092e\u091c\u092c\u0942\u0924\u0940 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a, \u092f\u0939 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u092f \u0915\u094b \u0924\u0947\u091c \u0915\u0930\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0905\u092a\u0930\u093e\u0927 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-are-the-future-trends-in-ai-and-aml\"><span class=\"ez-toc-section\" id=\"What_are_the_future_trends_in_AI_and_AML\"><\/span>\u090f\u0906\u0908 \u0914\u0930 \u090f\u090f\u092e\u090f\u0932 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092c\u094d\u0932\u0949\u0915\u091a\u0947\u0928 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u090f\u0915\u0940\u0915\u0930\u0923, \u092c\u0947\u0939\u0924\u0930 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u092f\u093e\u092e\u0915 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0928\u0935\u093e\u091a\u093e\u0930\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u090f\u0906\u0908 \u0914\u0930 \u090f\u090f\u092e\u090f\u0932 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u0906\u0915\u093e\u0930 \u0926\u093f\u092f\u093e \u091c\u093e\u0928\u093e \u0924\u092f \u0939\u0948\u0964.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0928 \u092a\u094d\u0930\u0917\u0924\u093f \u0938\u0947 \u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0917\u0940, \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u0932\u093e\u0917\u0924 \u0915\u092e \u0939\u094b\u0917\u0940 \u0914\u0930 \u091c\u091f\u093f\u0932 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 \u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0947\u0917\u0940\u0964.<\/p>","protected":false},"excerpt":{"rendered":"<p>How is AI changing Anti-Money Laundering (AML)? AI is revolutionizing AML by automating processes, enhancing detection accuracy, and cutting costs. This article explores the real-world applications, benefits, and challenges of AI in anti money laundering (AML), along with future trends. Key Takeaways Leveraging AI for Enhanced AML Compliance Artificial Intelligence is crucial in tackling the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":47124,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[485,46],"class_list":["post-47062","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-ai","tag-aml"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.2 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Harnessing AI in Anti Money Laundering AML: Key Innovations &amp; Insights<\/title>\n<meta name=\"description\" content=\"Explore how AI is transforming anti-money laundering efforts with key innovations and insights. Read the article to enhance your compliance strategies.\" \/>\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\/2025-\u0915\u0947-\u0932\u093f\u090f-\u092e\u0928\u0940-\u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917-\u0930\u094b\u0927\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top AI in Anti Money Laundering (AML) Solutions for 2025\" \/>\n<meta property=\"og:description\" content=\"How is AI changing Anti-Money Laundering (AML)? AI is revolutionizing AML by automating processes, enhancing detection accuracy, and cutting costs. 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