{"id":65392,"date":"2023-09-01T19:31:43","date_gmt":"2023-09-01T19:31:43","guid":{"rendered":"https:\/\/www.zaptest.com\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2"},"modified":"2023-09-01T19:31:43","modified_gmt":"2023-09-01T19:31:43","slug":"%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2","title":{"rendered":"\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935 &#8211; \u090f\u0906\u0908 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0905\u092d\u093f\u0938\u0930\u0923 \u092a\u0930 \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u091a\u0930\u094d\u091a\u093e"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u090f\u0915 \u092d\u0917\u094b\u0921\u093c\u093e \u091f\u094d\u0930\u0947\u0928 \u0939\u0948\u0964 \u0921\u0947\u0932\u0949\u092f\u091f \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0939\u093e\u0938\u093f\u0932 \u0915\u0930\u0947\u0917\u0940  <\/span><a href=\"https:\/\/www2.deloitte.com\/ro\/en\/pages\/technology-media-and-telecommunications\/articles\/deloitte-global-rpa-survey.html\"><span style=\"font-weight: 400;\">2025 \u0924\u0915 \u0932\u0917\u092d\u0917 \u0938\u093e\u0930\u094d\u0935\u092d\u094c\u092e\u093f\u0915 \u0905\u0902\u0917\u0940\u0915\u0930\u0923\u0964<\/span><\/a><span style=\"font-weight: 400;\">  \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0938\u093f\u0930\u094d\u092b \u0907\u0938\u0932\u093f\u090f \u0915\u093f \u0906\u0930\u092a\u0940\u090f \u0935\u094d\u092f\u093e\u092a\u093e\u0930 \u0915\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u092a\u0930 \u0939\u093e\u0935\u0940 \u0939\u0948, \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u092f\u0939 \u0928\u0939\u0940\u0902 \u0939\u0948 \u0915\u093f \u092f\u0939 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0928\u093e \u092c\u0902\u0926 \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u092e \u090f\u0915 \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0924\u0915\u0928\u0940\u0915\u0940 \u092e\u094b\u0921\u093c \u092a\u0930 \u0916\u0921\u093c\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932 \u0915\u0947 \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u091a\u094c\u0902\u0915\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u0930\u0939\u0940 \u0939\u0948\u0964 ChatGPT \u0914\u0930 \u091c\u0928\u0930\u0947\u091f\u093f\u0935 AI \u0915\u0947 \u0905\u0928\u094d\u092f \u0930\u0942\u092a\u094b\u0902 \u0928\u0947 \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u091a\u0947\u0924\u0928\u093e \u092a\u0930 \u0915\u092c\u094d\u091c\u093e \u0915\u0930 \u0932\u093f\u092f\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u092f\u0939 \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0924\u0915\u0928\u0940\u0915 \u090f\u0906\u0908 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0940 \u090f\u0915 \u0905\u092d\u093f\u0935\u094d\u092f\u0915\u094d\u0924\u093f \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u090f\u0915 \u0938\u0940\u0927\u093e \u0932\u0947\u0915\u093f\u0928 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u090f\u0906\u0908 \u0915\u093e \u0905\u092d\u093f\u0938\u0930\u0923 \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0905\u0902\u0924\u0939\u0940\u0928 \u0905\u0935\u0938\u0930 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0938\u0902\u0935\u093e\u0926\u0940 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e, \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0914\u0930 \u091c\u094d\u091e\u093e\u0928 \u0915\u093e\u0930\u094d\u092f \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0906\u0930\u092a\u0940\u090f \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0915\u0941\u091b \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948\u0902\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0906\u0917\u0947 \u092c\u0922\u093c\u0924\u0940 \u0939\u0948, \u0938\u0902\u091c\u094d\u091e\u093e\u0928\u093e\u0924\u094d\u092e\u0915 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e\u092e \u0915\u0940 \u092a\u094d\u0930\u0915\u0943\u0924\u093f \u0915\u094b \u0909\u0928 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u092c\u0926\u0932 \u0926\u0947\u0917\u093e \u091c\u093f\u0928\u0915\u0940 \u0939\u092e \u0936\u093e\u092f\u0926 \u0939\u0940 \u0915\u0932\u094d\u092a\u0928\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0907\u090f \u0926\u0947\u0916\u0947\u0902 \u0915\u093f \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0938\u093e\u0925 \u090f\u0906\u0908 \u0928\u0947 \u0905\u092a\u0928\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u092a\u0939\u0932\u0947 \u0939\u0940 \u0915\u0948\u0938\u0947 \u0927\u0915\u0947\u0932 \u0926\u093f\u092f\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%95%E0%A5%80_%E0%A4%B8%E0%A5%80%E0%A4%AE%E0%A4%BE%E0%A4%8F%E0%A4%82\" >\u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0902<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#1_%E0%A4%B2%E0%A5%87%E0%A4%A8-%E0%A4%A6%E0%A5%87%E0%A4%A8_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8_%E0%A4%95%E0%A4%BE_%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%A4%B0%E0%A4%A8%E0%A4%BE_%E0%A4%AE%E0%A5%81%E0%A4%B6%E0%A5%8D%E0%A4%95%E0%A4%BF%E0%A4%B2_%E0%A4%B9%E0%A5%88\" >1. \u0932\u0947\u0928-\u0926\u0947\u0928 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0939\u0948<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#2_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%85%E0%A4%B8%E0%A4%82%E0%A4%B0%E0%A4%9A%E0%A4%BF%E0%A4%A4_%E0%A4%A1%E0%A5%87%E0%A4%9F%E0%A4%BE_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%B8%E0%A4%82%E0%A4%98%E0%A4%B0%E0%A5%8D%E0%A4%B7_%E0%A4%95%E0%A4%B0%E0%A4%A4%E0%A4%BE_%E0%A4%B9%E0%A5%88%E0%A5%A4\" >2. \u0906\u0930\u092a\u0940\u090f \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#3_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%B8%E0%A5%8D%E0%A4%95%E0%A5%87%E0%A4%B2%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%9A%E0%A5%81%E0%A4%A8%E0%A5%8C%E0%A4%A4%E0%A4%BF%E0%A4%AF%E0%A5%8B%E0%A4%82_%E0%A4%95%E0%A5%8B_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%B8%E0%A5%8D%E0%A4%A4%E0%A5%81%E0%A4%A4_%E0%A4%95%E0%A4%B0%E0%A4%A4%E0%A4%BE_%E0%A4%B9%E0%A5%88%E0%A5%A4\" >3. \u0906\u0930\u092a\u0940\u090f \u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%B0%E0%A5%8B%E0%A4%AC%E0%A5%8B%E0%A4%9F%E0%A4%BF%E0%A4%95_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%95%E0%A5%8D%E0%A4%B0%E0%A4%BF%E0%A4%AF%E0%A4%BE_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8_%E0%A4%94%E0%A4%B0_%E0%A4%95%E0%A5%83%E0%A4%A4%E0%A5%8D%E0%A4%B0%E0%A4%BF%E0%A4%AE_%E0%A4%AC%E0%A5%81%E0%A4%A6%E0%A5%8D%E0%A4%A7%E0%A4%BF%E0%A4%AE%E0%A4%A4%E0%A5%8D%E0%A4%A4%E0%A4%BE\" >\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0914\u0930 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%8F%E0%A4%95_%E0%A4%AA%E0%A4%B0%E0%A4%AB%E0%A5%87%E0%A4%95%E0%A5%8D%E0%A4%9F_%E0%A4%AE%E0%A5%88%E0%A4%9A\" >\u090f\u0915 \u092a\u0930\u092b\u0947\u0915\u094d\u091f \u092e\u0948\u091a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#1_%E0%A4%91%E0%A4%AA%E0%A5%8D%E0%A4%9F%E0%A4%BF%E0%A4%95%E0%A4%B2_%E0%A4%95%E0%A5%88%E0%A4%B0%E0%A5%87%E0%A4%95%E0%A5%8D%E0%A4%9F%E0%A4%B0_%E0%A4%B0%E0%A4%BF%E0%A4%95%E0%A4%97%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%B6%E0%A4%A8_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\" >1. \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u0915\u0948\u0930\u0947\u0915\u094d\u091f\u0930 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#2_%E0%A4%AE%E0%A4%B6%E0%A5%80%E0%A4%A8_%E0%A4%B2%E0%A4%B0%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%94%E0%A4%B0_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\" >2. \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#3_%E0%A4%A1%E0%A5%80%E0%A4%AA_%E0%A4%B2%E0%A4%B0%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\" >3. \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#4_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%94%E0%A4%B0_%E0%A4%9B%E0%A4%B5%E0%A4%BF_%E0%A4%AA%E0%A4%B9%E0%A4%9A%E0%A4%BE%E0%A4%A8\" >4. \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u091b\u0935\u093f \u092a\u0939\u091a\u093e\u0928<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#5_%E0%A4%9C%E0%A4%A8%E0%A4%B0%E0%A5%87%E0%A4%9F%E0%A4%BF%E0%A4%B5_%E0%A4%8F%E0%A4%86%E0%A4%88_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\" >5. \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#6_%E0%A4%89%E0%A4%AA%E0%A4%B8%E0%A5%8D%E0%A4%A5%E0%A4%BF%E0%A4%A4_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8\" >6. \u0909\u092a\u0938\u094d\u0925\u093f\u0924 \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#7_%E0%A4%B8%E0%A5%8D%E0%A4%B5-%E0%A4%89%E0%A4%AA%E0%A4%9A%E0%A4%BE%E0%A4%B0_%E0%A4%AC%E0%A5%89%E0%A4%9F%E0%A5%8D%E0%A4%B8\" >7. \u0938\u094d\u0935-\u0909\u092a\u091a\u093e\u0930 \u092c\u0949\u091f\u094d\u0938<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#8_%E0%A4%B8%E0%A5%8D%E0%A4%AE%E0%A4%BE%E0%A4%B0%E0%A5%8D%E0%A4%9F_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%B8%E0%A4%82%E0%A4%B8%E0%A5%8D%E0%A4%95%E0%A4%B0%E0%A4%A3_%E0%A4%96%E0%A4%A8%E0%A4%A8\" >8. \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0916\u0928\u0928<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#9_%E0%A4%B8%E0%A5%89%E0%A4%AB%E0%A5%8D%E0%A4%9F%E0%A4%B5%E0%A5%87%E0%A4%AF%E0%A4%B0_%E0%A4%AA%E0%A4%B0%E0%A5%80%E0%A4%95%E0%A5%8D%E0%A4%B7%E0%A4%A3_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8\" >9. \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#10_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%87%E0%A4%82%E0%A4%9F%E0%A5%87%E0%A4%B2%E0%A4%BF%E0%A4%9C%E0%A5%87%E0%A4%82%E0%A4%9F_%E0%A4%91%E0%A4%9F%E0%A5%8B%E0%A4%AE%E0%A5%87%E0%A4%B6%E0%A4%A8\" >10. \u0906\u0930\u092a\u0940\u090f \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u091f \u0911\u091f\u094b\u092e\u0947\u0936\u0928<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%95%E0%A5%88%E0%A4%B8%E0%A5%87_%E0%A4%8F%E0%A4%86%E0%A4%88-%E0%A4%B8%E0%A4%82%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%BF%E0%A4%A4_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%AD%E0%A4%B5%E0%A4%BF%E0%A4%B7%E0%A5%8D%E0%A4%AF_%E0%A4%95%E0%A5%8B_%E0%A4%AC%E0%A4%A6%E0%A4%B2_%E0%A4%A6%E0%A5%87%E0%A4%97%E0%A4%BE\" >\u0915\u0948\u0938\u0947 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0906\u0930\u092a\u0940\u090f \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u092c\u0926\u0932 \u0926\u0947\u0917\u093e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%95%E0%A4%BE%E0%A4%AE_%E0%A4%94%E0%A4%B0_%E0%A4%B8%E0%A4%AE%E0%A4%BE%E0%A4%9C\" >\u0915\u093e\u092e \u0914\u0930 \u0938\u092e\u093e\u091c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#1_%E0%A4%89%E0%A4%A6%E0%A5%8D%E0%A4%AF%E0%A5%8B%E0%A4%97_40\" >1. \u0909\u0926\u094d\u092f\u094b\u0917 4.0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#2_%E0%A4%B9%E0%A4%BE%E0%A4%87%E0%A4%AA%E0%A4%B0%E0%A4%91%E0%A4%9F%E0%A5%8B%E0%A4%AE%E0%A5%87%E0%A4%B6%E0%A4%A8\" >2. \u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#3_%E0%A4%B5%E0%A4%BF%E0%A4%B6%E0%A5%87%E0%A4%B7%E0%A4%9C%E0%A5%8D%E0%A4%9E%E0%A5%8B%E0%A4%82_%E0%A4%AA%E0%A4%B0_%E0%A4%95%E0%A4%AE_%E0%A4%A8%E0%A4%BF%E0%A4%B0%E0%A5%8D%E0%A4%AD%E0%A4%B0%E0%A4%A4%E0%A4%BE\" >3. \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u092a\u0930 \u0915\u092e \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#4_%E0%A4%85%E0%A4%A7%E0%A4%BF%E0%A4%95_%E0%A4%B8%E0%A4%B0%E0%A4%95%E0%A4%BE%E0%A4%B0%E0%A5%80_%E0%A4%A6%E0%A4%95%E0%A5%8D%E0%A4%B7%E0%A4%A4%E0%A4%BE\" >4. \u0905\u0927\u093f\u0915 \u0938\u0930\u0915\u093e\u0930\u0940 \u0926\u0915\u094d\u0937\u0924\u093e<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/hi\/%e0%a4%b0%e0%a5%8b%e0%a4%ac%e0%a5%8b%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%be-%e0%a4%b8%e0%a5%8d%e0%a4%b5%e0%a4%9a%e0%a4%be%e0%a4%b2\/#%E0%A4%85%E0%A4%82%E0%A4%A4%E0%A4%BF%E0%A4%AE_%E0%A4%B5%E0%A4%BF%E0%A4%9A%E0%A4%BE%E0%A4%B0\" >\u0905\u0902\u0924\u093f\u092e \u0935\u093f\u091a\u093e\u0930<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%95%E0%A5%80_%E0%A4%B8%E0%A5%80%E0%A4%AE%E0%A4%BE%E0%A4%8F%E0%A4%82\"><\/span><strong>\u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0902<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6a6c6f\" data-has-transparency=\"false\" style=\"--dominant-color: #6a6c6f;\" decoding=\"async\" class=\"aligncenter wp-image-65278 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1024x784.webp\" alt=\"\u090f\u0906\u0908 \u092c\u0928\u093e\u092e \u0906\u0930\u092a\u0940\u090f\" width=\"604\" height=\"462\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1024x784.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-300x230.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-768x588.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1536x1176.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1080x827.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1280x980.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-980x750.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-480x368.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-jpeg.webp 1920w\" sizes=\"(max-width: 604px) 100vw, 604px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0905\u092a\u0928\u093e\u0928\u093e \u0907\u0938\u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e \u0915\u093e \u092a\u094d\u0930\u092e\u093e\u0923 \u0939\u0948\u0964 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0928\u0947 \u0905\u0928\u0917\u093f\u0928\u0924 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u090f\u0915 \u092c\u093e\u0930 \u092e\u0948\u0928\u0941\u0905\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u0909\u0924\u094d\u092a\u093e\u0926\u0928, \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u0947 \u0928\u090f \u0938\u094d\u0924\u0930 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0940 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0915\u093f\u0938\u0940 \u092d\u0940 \u0924\u0915\u0928\u0940\u0915 \u0915\u0940 \u0924\u0930\u0939, \u0907\u0938\u0915\u0940 \u090a\u092a\u0930\u0940 \u0938\u0940\u092e\u093e\u090f\u0902 \u0939\u0948\u0902\u0964  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E0%A4%B2%E0%A5%87%E0%A4%A8-%E0%A4%A6%E0%A5%87%E0%A4%A8_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8_%E0%A4%95%E0%A4%BE_%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%A4%B0%E0%A4%A8%E0%A4%BE_%E0%A4%AE%E0%A5%81%E0%A4%B6%E0%A5%8D%E0%A4%95%E0%A4%BF%E0%A4%B2_%E0%A4%B9%E0%A5%88\"><\/span><strong>1. \u0932\u0947\u0928-\u0926\u0947\u0928 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0939\u0948<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u092c\u0915\u093f \u0906\u0930\u092a\u0940\u090f \u092c\u0949\u091f \u094d\u0938 \u0908\u092e\u093e\u0928\u0926\u093e\u0930\u0940 \u0938\u0947 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930 \u0926\u0947\u0902\u0917\u0947, \u0909\u0928\u094d\u0939\u0947\u0902 \u0925\u094b\u0921\u093c\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0930\u0916\u0930\u0916\u093e\u0935 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u091c\u092c \u0907\u0928\u092a\u0941\u091f \u092f\u093e \u0906\u0909\u091f\u092a\u0941\u091f \u092c\u0926\u0932\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0907\u0928 \u0925\u094b\u0921\u093c\u0940 \u092c\u0926\u0932\u0924\u0940 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0941\u0928: \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964 \u0917\u0924\u093f\u0936\u0940\u0932 \u0915\u093e\u0930\u094d\u092f \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902, \u092f\u0939 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0914\u0930 \u0938\u092e\u092f \u0915\u094b \u0916\u0924\u094d\u092e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%85%E0%A4%B8%E0%A4%82%E0%A4%B0%E0%A4%9A%E0%A4%BF%E0%A4%A4_%E0%A4%A1%E0%A5%87%E0%A4%9F%E0%A4%BE_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%B8%E0%A4%82%E0%A4%98%E0%A4%B0%E0%A5%8D%E0%A4%B7_%E0%A4%95%E0%A4%B0%E0%A4%A4%E0%A4%BE_%E0%A4%B9%E0%A5%88%E0%A5%A4\"><\/span><strong>2. \u0906\u0930\u092a\u0940\u090f \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0909\u092a\u0915\u0930\u0923 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u090f \u0917\u090f \u0939\u0948\u0902\u0964 \u091c\u0948\u0938\u0947, \u0935\u0947 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u092a\u0930 \u092d\u0930\u094b\u0938\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0915\u094b\u0908 \u092d\u0940 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u092f\u093e \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u092f\u093e \u0905\u092a\u0935\u093e\u0926\u094b\u0902 \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928\u0947\u0917\u093e \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0935\u0947 \u0909\u0928 \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u092e\u093e\u0928\u094b\u0902 \u0938\u0947 \u092c\u093e\u0939\u0930 \u0939\u0948\u0902 \u091c\u094b \u092c\u0949\u091f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%B8%E0%A5%8D%E0%A4%95%E0%A5%87%E0%A4%B2%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%9A%E0%A5%81%E0%A4%A8%E0%A5%8C%E0%A4%A4%E0%A4%BF%E0%A4%AF%E0%A5%8B%E0%A4%82_%E0%A4%95%E0%A5%8B_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%B8%E0%A5%8D%E0%A4%A4%E0%A5%81%E0%A4%A4_%E0%A4%95%E0%A4%B0%E0%A4%A4%E0%A4%BE_%E0%A4%B9%E0%A5%88%E0%A5%A4\"><\/span><strong>3. \u0906\u0930\u092a\u0940\u090f \u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0902\u0936\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u0928 \u0915\u093e\u0930\u0923\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0939\u092e\u0928\u0947 \u090a\u092a\u0930 \u0938\u0942\u091a\u0940\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u0939\u0948, \u0906\u092a\u0915\u0940 \u0906\u0930\u092a\u0940\u090f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u094d\u0915\u0947\u0932 \u0915\u0930\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u094d\u092a\u0937\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924, \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0914\u0930 \u092c\u0928\u093e\u090f \u0930\u0916\u093e \u091c\u093e\u0928\u093e \u091a\u093e\u0939\u093f\u090f, \u091c\u092c\u0915\u093f \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u0915\u0940 \u0915\u092e\u0940 \u092d\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u092a\u0948\u0926\u093e \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0902 \u091a\u093f\u0902\u0924\u093e \u0915\u0940 \u0915\u094b\u0908 \u092c\u093e\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u090f\u0906\u0908-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0906\u0930\u092a\u0940\u090f \u0928\u0908 \u0914\u0930 \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u094b \u0916\u094b\u0932\u0924\u0947 \u0939\u0941\u090f \u0907\u0928 \u0938\u0940\u092e\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u092f\u0939\u093e\u0902 \u092c\u0924\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f \u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f \u0928\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0926\u0932 \u0926\u093f\u092f\u093e \u0939\u0948\u0964<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%B0%E0%A5%8B%E0%A4%AC%E0%A5%8B%E0%A4%9F%E0%A4%BF%E0%A4%95_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%95%E0%A5%8D%E0%A4%B0%E0%A4%BF%E0%A4%AF%E0%A4%BE_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8_%E0%A4%94%E0%A4%B0_%E0%A4%95%E0%A5%83%E0%A4%A4%E0%A5%8D%E0%A4%B0%E0%A4%BF%E0%A4%AE_%E0%A4%AC%E0%A5%81%E0%A4%A6%E0%A5%8D%E0%A4%A7%E0%A4%BF%E0%A4%AE%E0%A4%A4%E0%A5%8D%E0%A4%A4%E0%A4%BE\"><\/span><strong>\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0914\u0930 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%8F%E0%A4%95_%E0%A4%AA%E0%A4%B0%E0%A4%AB%E0%A5%87%E0%A4%95%E0%A5%8D%E0%A4%9F_%E0%A4%AE%E0%A5%88%E0%A4%9A\"><\/span><strong>\u090f\u0915 \u092a\u0930\u092b\u0947\u0915\u094d\u091f \u092e\u0948\u091a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b6baba\" data-has-transparency=\"false\" style=\"--dominant-color: #b6baba;\" decoding=\"async\" class=\"aligncenter wp-image-65239 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp\" alt=\"\u0906\u0930\u092a\u0940\u090f \u091c\u0940\u0935\u0928\u091a\u0915\u094d\u0930 \u0914\u0930 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e - \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f 10 \u0915\u0926\u092e\" width=\"597\" height=\"398\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-jpeg.webp 1920w\" sizes=\"(max-width: 597px) 100vw, 597px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f, \u0921\u093f\u091c\u093e\u0907\u0928 \u0926\u094d\u0935\u093e\u0930\u093e, \u0915\u092e \u0938\u0947 \u0915\u092e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u094d\u0924\u0930 \u092a\u0930 \u090f\u0915 \u0938\u0940\u0927\u093e \u0914\u0930 \u0938\u0930\u0932 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0964 \u092f\u0939 \u0917\u0948\u0930-\u0924\u0915\u0928\u0940\u0915\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u0939\u094b\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930, \u092f\u0939 \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u0926\u093f\u090f \u0917\u090f \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0915\u092e\u093e\u0902\u0921 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0915\u0930\u0928\u093e \u092e\u0928\u0941\u0937\u094d\u092f\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092c\u0947\u0936\u0915, \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u0926\u0947\u0916\u0924\u0947 \u0939\u0941\u090f \u091a\u0930\u0923-\u0926\u0930-\u091a\u0930\u0923 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u093e \u0935\u093f\u0935\u0930\u0923 \u0926\u0947\u0928\u093e \u0905\u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948 &#8211; \u092f\u0939\u0940 \u0915\u093e\u0930\u0923 \u0939\u0948 \u0915\u093f \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0915\u093e \u0938\u0902\u092f\u094b\u091c\u0928 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E0%A4%91%E0%A4%AA%E0%A5%8D%E0%A4%9F%E0%A4%BF%E0%A4%95%E0%A4%B2_%E0%A4%95%E0%A5%88%E0%A4%B0%E0%A5%87%E0%A4%95%E0%A5%8D%E0%A4%9F%E0%A4%B0_%E0%A4%B0%E0%A4%BF%E0%A4%95%E0%A4%97%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%B6%E0%A4%A8_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\"><\/span><strong>1. \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u0915\u0948\u0930\u0947\u0915\u094d\u091f\u0930 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u0935\u094d\u092f\u093e\u092a\u093e\u0930 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e <span style=\"font-weight: 400;\">\u092e\u0947\u0902 <\/span><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9532902\"><span style=\"font-weight: 400;\">\u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0914\u0930 \u0913\u0938\u0940\u0906\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/span> \u092e\u0947\u0902<\/p>\n<p><\/a><span style=\"font-weight: 400;\">  (\u0936\u093f\u0926\u093e\u0917\u0902\u0924\u0940, 2021), \u0932\u0947\u0916\u0915 \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u092f\u0939 \u0938\u0941\u091d\u093e\u0935 \u0926\u0947\u0924\u0947 \u0939\u0941\u090f, &#8220;\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u092d\u0940 \u092c\u0926\u0932\u093e\u0935 \u0915\u0947 \u0932\u093f\u090f \u0906\u0930\u092a\u0940\u090f \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0915\u094d\u0937 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0936\u093f\u0926\u093e\u0917\u0902\u0924\u0940 \u0928\u0947 \u090f\u0906\u0908 \u0915\u094b \u0907\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u093f\u0924 \u0915\u093f\u092f\u093e \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u092e\u094c\u0932\u093f\u0915 \u0938\u0902\u0935\u0930\u094d\u0927\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u0915\u0948\u0930\u0947\u0915\u094d\u091f\u0930 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 (\u0913\u0938\u0940\u0906\u0930) \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0924\u0930\u094d\u0915 \u0926\u093f\u092f\u093e\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0926\u0930\u0905\u0938\u0932, \u0913\u0938\u0940\u0906\u0930 \u0928\u0947 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0916\u094b\u0932\u0915\u0930 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u093f\u092f\u093e \u0939\u0948\u0964 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0906\u0930\u092a\u0940\u090f \u0913\u0938\u0940\u0906\u0930 \u0909\u092a\u0915\u0930\u0923 \u092e\u0941\u0926\u094d\u0930\u093f\u0924 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u094b\u0902 \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u0932\u093f\u0916\u093f\u0924 \u092a\u093e\u0920 \u0938\u0947 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u0922\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0932\u093f\u090f \u0924\u0940\u0928 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915 \u0905\u0935\u0938\u0930 \u0939\u0948\u0902 \u091c\u094b \u0913\u0938\u0940\u0906\u0930 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">\u0913\u0938\u0940\u0906\u0930 \u0915\u094b\u0921 \u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e, \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093f\u0924 \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0930\u093f\u092e\u094b\u091f \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u0909\u0928\u0915\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u094d\u0915\u094d\u0930\u0940\u0928 \u092a\u0930 \u0915\u094d\u092f\u093e \u0939\u094b \u0930\u0939\u093e \u0939\u0948, \u092f\u0939 \u0938\u092e\u091d\u0915\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0913\u0938\u0940\u0906\u0930, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u092e\u093f\u0932\u0915\u0930, \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u094b\u0902 \u0915\u094b \u0938\u094d\u0915\u0948\u0928 \u0915\u0930\u0915\u0947 \u0905\u092a\u0928\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0915\u094b \u091c\u093e\u0928\u0947\u0902 (\u0915\u0947\u0935\u093e\u0908\u0938\u0940), \u090f\u0902\u091f\u0940 \u092e\u0928\u0940 \u0932\u0949\u0928\u094d\u0921\u094d\u0930\u093f\u0902\u0917 (\u090f\u090f\u092e\u090f\u0932), \u0914\u0930 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0916\u093e\u0924\u093e \u0916\u094b\u0932\u0928\u0947, \u0911\u0928\u092c\u094b\u0930\u094d\u0921\u093f\u0902\u0917, \u090b\u0923 \u0928\u093f\u0930\u094d\u0923\u092f, \u0914\u0930 \u0907\u0924\u0928\u0947 \u092a\u0930 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E0%A4%AE%E0%A4%B6%E0%A5%80%E0%A4%A8_%E0%A4%B2%E0%A4%B0%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%94%E0%A4%B0_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\"><\/span><strong>2. \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0914\u0930 \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948\u0964 2016 \u0924\u0915, \u092c\u0940\u092e\u093e \u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u0928\u0947 \u092a\u0939\u091a\u093e\u0928 \u0915\u0940 \u0925\u0940  <\/span><a href=\"https:\/\/www.ma.imperial.ac.uk\/~dbrigo\/roboticsinsurance.pdf\"><span style=\"font-weight: 400;\">\u0938\u0902\u091c\u094d\u091e\u093e\u0928\u093e\u0924\u094d\u092e\u0915 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 (\u0906\u0930\u092a\u0940\u090f) \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902\u0964<\/span><\/a><span style=\"font-weight: 400;\">  \u0909\u0938 \u092a\u0947\u092a\u0930 \u092e\u0947\u0902, \u0932\u0947\u0916\u0915 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0915\u094d\u0937\u093f\u0924\u093f\u091c \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 &#8220;\u0906\u0924\u094d\u092e-\u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e, \u090b\u0923 \u092e\u0942\u0932\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0932\u093e\u0939, \u092f\u093e \u0926\u093e\u0935\u094b\u0902 \u092f\u093e \u0936\u093f\u0915\u093e\u092f\u0924 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947&#8221; \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0947 \u0928\u093f\u0936\u093e\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u0915\u093e\u092e \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f, \u092f\u0939 \u0926\u0947\u0916\u0928\u093e \u0926\u093f\u0932\u091a\u0938\u094d\u092a \u0939\u0948 \u0915\u093f \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0909\u092a\u0915\u0930\u0923 \u0925\u094b\u0921\u093c\u0947 \u0938\u092e\u092f \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u0906\u092e \u0939\u094b \u0917\u090f \u0939\u0948\u0902\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0939\u0930 \u091c\u0917\u0939 \u0939\u0948\u0964 \u092f\u0939 \u0938\u094d\u092a\u0937\u094d\u091f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092e\u0936\u0940\u0928 \u0915\u094b \u092a\u0922\u093c\u093e\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u0935\u0930\u094d\u0923\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u091c\u0948\u0938\u093e \u0915\u093f \u0906\u092a \u091c\u093e\u0928\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u0947 \u092d\u0940\u0924\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0916\u094b\u091c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u092e\u0936\u0940\u0928\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u090f\u0915 \u092c\u093e\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0939\u094b\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, \u092e\u0936\u0940\u0928 \u0905\u0928\u094d\u092f \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u093e\u0902 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0915 \u092e\u0939\u093e\u0928 \u092e\u0948\u091a \u0939\u0948\u0902 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0906\u0930\u092a\u0940\u090f \u0938\u094d\u092e\u093e\u0930\u094d\u091f, \u0905\u0927\u093f\u0915 \u0938\u0939\u091c \u0914\u0930 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E0%A4%A1%E0%A5%80%E0%A4%AA_%E0%A4%B2%E0%A4%B0%E0%A5%8D%E0%A4%A8%E0%A4%BF%E0%A4%82%E0%A4%97_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\"><\/span><strong>3. \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0906\u0908 \u0915\u093e \u090f\u0915 \u0909\u092a-\u0938\u092e\u0942\u0939 \u0939\u0948, \u091c\u092c\u0915\u093f \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u090f\u0915 \u0909\u092a-\u0938\u092e\u0942\u0939 \u0939\u0948\u0964 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u092c\u0940\u091a \u0915\u093e \u0905\u0902\u0924\u0930 \u0936\u093e\u092f\u0926 \u0915\u0941\u091b \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0916\u094b\u091c \u0915\u0947 \u0932\u093e\u092f\u0915 \u0939\u0948\u0964 \u0928\u093f\u0930\u094d\u0923\u092f \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0936\u0940\u0928 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style=\"font-weight: 400;\">\u092c\u0947\u0936\u0915, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094b \u0907\u0938 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u094b \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u090f\u0906\u0908 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u092c\u0940\u091a \u0917\u0939\u0930\u0940 \u0938\u0939\u091c\u0940\u0935\u0928 \u0915\u093e \u090f\u0915 \u0914\u0930 \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948, \u092c\u0949\u091f \u0907\u0938 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0936\u094d\u0930\u092e\u0938\u093e\u0927\u094d\u092f 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\u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0938\u093e\u0930\u0947 \u0921\u0947\u091f\u093e \u0939\u0948\u0902\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u092a\u094d\u0930\u0947\u0921\u093f\u0915\u094d\u091f\u093f\u0935 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0947 \u0909\u0932\u094d\u091f\u093e \u092b\u093e\u092f\u0926\u093e \u0909\u0920\u093e\u0928\u0947 \u092e\u0947\u0902 \u092d\u0940 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u091c\u092c \u0906\u0930\u092a\u0940\u090f \u0905\u092a\u0935\u093e\u0926\u094b\u0902 \u092e\u0947\u0902 \u091a\u0932\u0924\u093e \u0939\u0948, \u0924\u094b \u092f\u0939 \u0909\u0928\u094d\u0939\u0947\u0902 \u0905\u092a\u0947\u0915\u094d\u0937\u093f\u0924 \u092f\u093e \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093f\u0924 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0947 \u0916\u093f\u0932\u093e\u092b \u092e\u093f\u0932\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092e\u093e\u0928\u0935 \u0939\u0938\u094d\u0924\u0915\u094d\u0937\u0947\u092a \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e \u0938\u092e\u093e\u092a\u094d\u0924 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u092c \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u092c\u0949\u091f \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0935\u0947 \u0907\u0937\u094d\u091f\u0924\u092e \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u094b \u091c\u0935\u093e\u092c \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u092d\u0940\u0924\u0930 \u0907\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902 \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0909\u092a\u0915\u0930\u0923 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902 \u091c\u094b \u0909\u092a\u092d\u094b\u0915\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u092e\u0942\u0921 \u0915\u094b \u0921\u093f\u0915\u094b\u0921 \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 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092c\u0926\u0932\u0947 \u092e\u0947\u0902, \u092c\u0949\u091f \u090f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0928\u094b\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0902\u0936\u094b\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0917\u0924\u093f\u0936\u0940\u0932\u0924\u093e \u0938\u0939\u093e\u0928\u0941\u092d\u0942\u0924\u093f\u092a\u0942\u0930\u094d\u0923 \u092e\u093e\u0928\u0935 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0914\u0930 \u0907\u0938\u0915\u0947 \u092f\u0902\u0924\u094d\u0930\u0940\u0915\u0943\u0924 \u0935\u093f\u0915\u0932\u094d\u092a \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930\u093e\u0932 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%94%E0%A4%B0_%E0%A4%9B%E0%A4%B5%E0%A4%BF_%E0%A4%AA%E0%A4%B9%E0%A4%9A%E0%A4%BE%E0%A4%A8\"><\/span><strong>4. \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u091b\u0935\u093f \u092a\u0939\u091a\u093e\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u091b\u0935\u093f \u092a\u0939\u091a\u093e\u0928 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u091c\u094b\u0921\u093c\u0928\u093e \u0917\u0928\u094d\u0926\u093e \u092f\u093e \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u092e\u0947\u0902 \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0905\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0914\u0930 \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948\u0964 \u0915\u093e\u0917\u091c \u092e\u0947\u0902  <\/span><a href=\"https:\/\/pdf.sciencedirectassets.com\/280203\/1-s2.0-S1877050922X00161\/1-s2.0-S1877050922017616\/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEA8aCXVzLWVhc3QtMSJHMEUCIEuUMh3a5WW5fXmhw0IFpxHDtt2gWniLP43qoZ1aLcZEAiEAyCagZ9kgzfr1D1eQtk7ih6z8jIp67S7thrzTs6lsS74quwUI2P%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAFGgwwNTkwMDM1NDY4NjUiDDaFmkwWSu5cy%2FHptiqPBZuSfYYDja5z8F9uqxwHnvRYjMxR0r5%2BSfMTzryExnapZOKun95qKMkMTXPpgUoqjKxO0FVGdngfY8hL7RYvyiJczPhGO%2F4GFA2kf1hwgQw50a2PrPBxSjKF4cidFuZtnamulWeGQcJ%2FvPSsdiE6RZXTwJDCQGsEHaX4J%2Fh5zjEA%2FRL86YGh6T0BECyXiZYZEov4FHHFKe4faeF%2BNVrv0S58GaQKUa2de9OjCyB0ZzHkDAkv3z6ezxegUj%2B%2Fto%2ByS4M8rCRDoSxFHZa9XJTqyuY2bMtRSGKMW9%2BigY23OKPufBDMDmOGYsq1GCgXBC5u2KQq26PfujXxGqdFzQitge0yDY51vynTBN0i9%2Fr5%2FP2SetihBxEJx1IZ6UTcXTxylyU6gbnX8YNpj6M5g%2FiBuvLOtSwDCp1ZgIIHI581HcEM2ofZ%2FTefHIFSCc9agRhJ9THEdxXWGOP069UpL8d%2F3sCVig6aaew8DR6Z%2FO51x9T6u34tUXSV4pBeEIpxbm%2BcEBHDZRX5Y4BGWambz9g7v6waul%2B%2FsRgeaebgB9TUHoCvMWlL4d8auuI5v2KveAm1JSyMwS4idqGlKZofqEWbrtLVap7Ebrb0ap%2BqT7APQmEgxAt%2B1ETUuOAMMnzouDuIQvE8uwGt2Z3G4RmR1i313jzquKfYKs%2F%2Fgn2AMyv4s10WgCo1R%2F836DNQO3hu8xirlZwW499x7By6vdc%2FnD060V12fce61t5MPiP%2FLnj85U5sR%2BVffeSVXXUqZ%2B0OpI7jRl0sGfJSgEmrOW0dNSkGZdZEkmWwoAjVv%2Fi6gGtzUPvpEYUcYCU5hf7%2BVct0Ch98nlEyfUfmU0F2neo5d4Se2phDQOrT7DKSPcqnd%2B7%2F5MYwu9XCpwY6sQELP7WJLjQ69cCUm95n48i7DWsdyYGu0bJ21or3qzNwWN2pinGRd9hE2axNeqn8epKh3RFq6%2Bxo785oGD9d7Auql50kFHajCj8E3D%2BrpbFnU61SOplvrnicgQy4p4l4d7SrNQYFbn7L2P8W56E8w6UQbELjskRJUGzesb3XNk4LkSn3RC0Mi0Y3dG3tBo076xCtODMPMfzZPXVYZWqeKM8brqBSZF%2BtzJtZJN66Hzm7AwM%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20230831T160417Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=299&amp;X-Amz-Credential=ASIAQ3PHCVTY5Q3R56OE%2F20230831%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=937db94bc3f282e396392600e44d4cb49a161d9571b5b38d195e4df64486a4a5&amp;hash=8805d7e5d20cc191ffc1d0ac7e7bb86dadc1819976686afe38257dc7bcac75c6&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S1877050922017616&amp;tid=spdf-e88767af-a8fc-47c6-964d-a2d6771c3eec&amp;sid=da5415535af719478748c051114ecfe62ba9gxrqb&amp;type=client&amp;tsoh=d3d3LnNjaWVuY\"><br \/>\n  <span style=\"font-weight: 400;\">\u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \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\u0947 \u0932\u093f\u090f \u0906\u0930\u092a\u0940\u090f \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0930\u094b\u092c\u094b\u091f \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \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\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> (\u0915\u0928\u093e\u0915\u094b\u0935, 2022), \u0932\u0947\u0916\u0915 \u0928\u0947 \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u092f\u093e \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0938\u0902\u092c\u0902\u0927 \u092e\u0947\u0902 \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u091b\u0935\u093f \u092e\u093e\u0928\u094d\u092f\u0924\u093e \u0915\u0947 \u0915\u0941\u091b \u0906\u0915\u0930\u094d\u0937\u0915 \u0909\u092a\u092f\u094b\u0917\u094b\u0902 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 \u0915\u093f\u092f\u093e \u0939\u0948\u0964 <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">\u0915\u0928\u0915\u094b\u0935 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u093f\u0924 \u0905\u0928\u094d\u092f \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u092e\u0947\u0902 \u0915\u0948\u092e\u0930\u094b\u0902 \u0938\u0947 \u091c\u0941\u0921\u093c\u0947 \u0906\u0930\u092a\u0940\u090f \u091f\u0942\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0947 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0947 \u0932\u093f\u090f \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0905\u0902\u0924\u0939\u0940\u0928 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0921\u094d\u0930\u094b\u0928 \u092f\u093e \u0915\u0948\u092e\u0930\u0947 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u0938\u0940 \u092d\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u092e\u0947\u0902 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0915\u094b \u0938\u094d\u0915\u0948\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u0915 \u092c\u093e\u0930 \u092a\u0924\u093e \u091a\u0932\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, \u090f\u0915 \u0906\u0930\u092a\u0940\u090f \u0938\u093f\u0938\u094d\u091f\u092e \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u093e\u0930\u094d\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0909\u092a\u091a\u093e\u0930 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%E0%A4%9C%E0%A4%A8%E0%A4%B0%E0%A5%87%E0%A4%9F%E0%A4%BF%E0%A4%B5_%E0%A4%8F%E0%A4%86%E0%A4%88_%E0%A4%95%E0%A5%87_%E0%A4%B8%E0%A4%BE%E0%A4%A5_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F\"><\/span><strong>5. \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/www.forbes.com\/sites\/delltechnologies\/2023\/02\/16\/generative-ai-and-rpa-why-your-business-needs-both\/https:\/\/www.forbes.com\/sites\/delltechnologies\/2023\/02\/16\/generative-ai-and-rpa-why-your-business-needs-both\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u092b\u094b\u0930\u094d\u092c\u094d\u0938 \u092e\u0947\u0902 \u090f\u0915 \u0932\u0947\u0916 \u092e\u0947\u0902<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, \u0921\u0947\u0932 \u0915\u0947 \u0915\u094d\u0932\u093f\u0902\u091f \u092c\u094b\u0932\u094d\u091f\u0928 \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u090f\u0915 \u0936\u093e\u0928\u0926\u093e\u0930 \u0938\u093e\u0926\u0943\u0936\u094d\u092f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0928\u094d\u0939\u094b\u0902\u0928\u0947 \u0938\u0941\u091d\u093e\u0935 \u0926\u093f\u092f\u093e \u0915\u093f &#8220;\u090f\u0915 \u092d\u0935\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e \u092e\u0947\u0902, \u0906\u0930\u092a\u0940\u090f \u092e\u0947\u0939\u092e\u093e\u0928\u094b\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930 \u0930\u0939\u093e \u0939\u0948, \u091f\u093f\u0915\u091f \u0917\u093f\u0928 \u0930\u0939\u093e \u0939\u0948 \u0914\u0930 \u0915\u092e\u0930\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e, \u0939\u0940\u091f\u093f\u0902\u0917 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0936 \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e \u091c\u0948\u0938\u0940 \u091a\u0940\u091c\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964 \u092b\u093f\u0930, \u0935\u0939 \u0915\u0939\u0924\u093e \u0939\u0948, &#8220;\u0907\u0938 \u092c\u0940\u091a, \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0918\u091f\u0928\u093e \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u091c\u094d\u091e\u093e\u092a\u0928 \u092c\u0928\u093e \u0930\u0939\u093e \u0939\u0948, \u0938\u092e\u094d\u092e\u093e\u0928\u093f\u0924 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0927\u093e\u0908 \u092d\u093e\u0937\u0923 \u0932\u093f\u0916 \u0930\u0939\u093e \u0939\u0948 \u0914\u0930 \u0939\u0930 \u0905\u0924\u093f\u0925\u093f \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0907\u0938 \u0938\u093e\u0926\u0943\u0936\u094d\u092f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0907\u0924\u0928\u093e \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0915\u094d\u092f\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0915\u0941\u091b \u0910\u0938\u093e \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u0947 \u0939\u092e \u0938\u092d\u0940 \u0928\u0947 \u092a\u093f\u091b\u0932\u0947 \u0935\u0930\u094d\u0937 \u092f\u093e \u0909\u0938\u0915\u0947 \u092c\u093e\u0926 \u0926\u0947\u0916\u093e \u0939\u0948\u0964 \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0907\u0924\u0928\u093e \u0926\u093f\u0932\u091a\u0938\u094d\u092a \u0914\u0930 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0939\u0948 \u0915\u093f \u0939\u092e \u0907\u0938\u0915\u0947 \u0906\u0909\u091f\u092a\u0941\u091f \u092a\u0930 \u0906\u0936\u094d\u091a\u0930\u094d\u092f \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u0928\u0939\u0940\u0902 \u0930\u0939 \u0938\u0915\u0924\u0947\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0915\u093f\u0938\u0940 (\u0906\u0930\u092a\u0940\u090f) \u0915\u0947 \u092c\u093f\u0928\u093e \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0915\u0930\u0928\u0947 \u0915\u0947 \u092c\u093f\u0928\u093e, \u0915\u094b\u0908 \u0918\u091f\u0928\u093e \u0928\u0939\u0940\u0902 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948 \u092f\u093e \u0915\u092e \u0938\u0947 \u0915\u092e \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0928\u0939\u0940\u0902 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><a href=\"https:\/\/www.gartner.com\/en\/topics\/generative-ai\"><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0924\u093f \u0917\u093e\u0930\u094d\u091f\u0928\u0930, \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u092c\u0939\u0941\u0924 \u0938\u093e\u0930\u0947 \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/a><span style=\"font-weight: 400;\">  \u092f\u0939 \u091c\u0932\u094d\u0926\u0940 \u0938\u0947 \u0932\u093f\u0916\u093f\u0924 \u0938\u093e\u092e\u0917\u094d\u0930\u0940, \u091a\u093f\u0924\u094d\u0930, \u0935\u0940\u0921\u093f\u092f\u094b, \u0938\u0902\u0917\u0940\u0924 \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u0915\u094b\u0921 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0915\u0941\u091b \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902 \u0924\u0941\u0930\u0902\u0924 \u0938\u094d\u092a\u0937\u094d\u091f \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f \u0938\u0902\u0935\u093e\u0926\u0940 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0932\u0947\u0915\u093f\u0928 \u090f\u0928\u094d\u0939\u093e\u0902\u0938\u094d\u0921 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0938\u093f\u0930\u094d\u092b \u0936\u0941\u0930\u0941\u0906\u0924 \u0939\u0948\u0902; \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u094d\u092f \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u092e\u0947\u0902 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0915\u0908 \u0930\u0942\u092a\u094b\u0902 \u0915\u0947 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0928\u093e \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947, \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%E0%A4%89%E0%A4%AA%E0%A4%B8%E0%A5%8D%E0%A4%A5%E0%A4%BF%E0%A4%A4_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8\"><\/span><strong>6. \u0909\u092a\u0938\u094d\u0925\u093f\u0924 \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u092a \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u094b \u0926\u094b \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902: \u0909\u092a\u0938\u094d\u0925\u093f\u0924 \u0914\u0930 \u0905\u0928\u0905\u091f\u0947\u0902\u0921\u0947\u0921\u0964 \u091c\u0948\u0938\u093e \u0915\u093f \u0906\u092a \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u0928\u0905\u091f\u0947\u0902\u0921\u0947\u0921 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u092c\u0949\u091f \u0915\u093f\u0938\u0940 \u092d\u0940 \u092e\u093e\u0928\u0935 \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u092c\u093f\u0928\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u0905\u091f\u0947\u0902\u0921\u0947\u0921 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0935\u0930\u094d\u0923\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u0915\u0947 \u0932\u093f\u090f \u0915\u092e \u0938\u0947 \u0915\u092e, \u090f\u0915 \u0915\u0926\u092e \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u092e\u093e\u0928\u0935 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0915\u0941\u091b \u0924\u0930\u0940\u0915\u0947 \u0939\u0948\u0902 \u091c\u094b \u092f\u0939 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u091f\u094d\u0930\u093f\u0917\u0930 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0935\u0948\u0915\u0932\u094d\u092a\u093f\u0915 \u0930\u0942\u092a \u0938\u0947, \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u091a\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0915\u094b \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u094d\u0930\u0947\u0921\u0947\u0902\u0936\u093f\u092f\u0932\u094d\u0938 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0911\u091f\u094b\u092e\u0947\u0936\u0928 (\u0906\u0930\u0921\u0940\u090f) \u0915\u0947 \u0932\u093f\u090f \u092f\u0939\u093e\u0902 \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0911\u0930\u094d\u0915\u0947\u0938\u094d\u091f\u094d\u0930\u0947\u0936\u0928 \u0938\u0902\u092d\u0935 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0911\u091f\u094b\u092e\u0947\u0936\u0928 (\u0906\u0930\u0921\u0940\u090f) \u0905\u091f\u0947\u0902\u0921\u0947\u0921 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0915\u093e \u090f\u0915 \u0930\u0942\u092a \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u090f\u092e\u090f\u0932 \u0914\u0930 \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u0915\u0948\u0930\u0947\u0915\u094d\u091f\u0930 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u091c\u0948\u0938\u0947 \u090f\u0906\u0908 \u091f\u0942\u0932 \u0915\u0947 \u0932\u093f\u090f \u0927\u0928\u094d\u092f\u0935\u093e\u0926, \u092f\u0947 \u0930\u094b\u092c\u094b\u091f \u0917\u0924\u093f\u0936\u0940\u0932 \u0930\u0942\u092a \u0938\u0947 \u0915\u0908 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u090f\u0915 \u0938\u093e\u0925 \u091c\u094b\u0921\u093c\u0924\u0947 \u0939\u0948\u0902, \u0932\u0917\u093e\u0924\u093e\u0930 \u090f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, RDA \u092c\u0949\u091f \u090f\u0915 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0938\u0939\u093e\u092f\u0915 \u0915\u0940 \u0924\u0930\u0939 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948, \u0921\u0947\u091f\u093e \u092a\u0941\u0928\u0930\u094d\u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u092b\u093c\u093e\u0907\u0932\u0947\u0902 \u092d\u0947\u091c\u0924\u093e \u0939\u0948, \u0914\u0930 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u092c\u0915\u093f \u092e\u093e\u0928\u0935 \u0911\u092a\u0930\u0947\u091f\u093f\u0935 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947 \u092c\u093e\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%E0%A4%B8%E0%A5%8D%E0%A4%B5-%E0%A4%89%E0%A4%AA%E0%A4%9A%E0%A4%BE%E0%A4%B0_%E0%A4%AC%E0%A5%89%E0%A4%9F%E0%A5%8D%E0%A4%B8\"><\/span><strong>7. \u0938\u094d\u0935-\u0909\u092a\u091a\u093e\u0930 \u092c\u0949\u091f\u094d\u0938<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/insidebigdata.com\/2022\/06\/25\/survey-results-identifying-the-benefits-and-challenges-of-rpa\/\"><br \/>\n  <span style=\"font-weight: 400;\">2022 \u0938\u0947 \u0906\u0930\u092a\u0940\u090f \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  \u090f\u0915 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u093e \u0916\u0941\u0932\u093e\u0938\u093e \u0915\u093f\u092f\u093e \u091c\u094b \u0906\u0930\u092a\u0940\u090f \u0938\u092e\u093e\u0927\u093e\u0928 \u0905\u092a\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0941\u091b \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 69% \u0938\u0947 \u0905\u0927\u093f\u0915 \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u0924\u093e\u0913\u0902 \u0915\u093e \u0938\u0941\u091d\u093e\u0935 \u0939\u0948 \u0915\u093f \u0935\u0947 \u0939\u0930 \u0939\u092b\u094d\u0924\u0947 \u090f\u0915 \u091f\u0942\u091f\u0947 \u0939\u0941\u090f \u0906\u0930\u092a\u0940\u090f \u092c\u0949\u091f \u0915\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0938\u0947 \u092d\u0940 \u092c\u0926\u0924\u0930, 40% \u0938\u0947 \u0905\u0927\u093f\u0915 \u0928\u0947 \u0938\u0941\u091d\u093e\u0935 \u0926\u093f\u092f\u093e \u0915\u093f \u0909\u0928\u0915\u0947 \u092c\u0949\u091f \u0915\u094b \u0920\u0940\u0915 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 5 \u0918\u0902\u091f\u0947 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u092e\u092f \u0932\u0917\u0924\u093e \u0939\u0948, \u0905\u0928\u094d\u092f \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u0924\u093e\u0913\u0902 \u0915\u093e \u0938\u0941\u091d\u093e\u0935 \u0939\u0948 \u0915\u093f \u0909\u092a\u091a\u093e\u0930 \u092e\u0947\u0902 \u090f\u0915 \u0926\u093f\u0928 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u092e\u092f \u0932\u0917 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092f\u0947 \u0906\u0902\u0915\u0921\u093c\u0947 \u0905\u0938\u094d\u0935\u0940\u0915\u093e\u0930\u094d\u092f \u0930\u0942\u092a \u0938\u0947 \u0905\u0927\u093f\u0915 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u0940 \u092c\u093e\u0930\u0940\u0915\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0928\u0939\u0940\u0902 \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0906\u0930\u092a\u0940\u090f \u0935\u093f\u092b\u0932\u0924\u093e \u0915\u0947 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0907\u0928\u092a\u0941\u091f \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928, \u0905\u092a\u0935\u093e\u0926 \u092e\u0947\u0902 \u091a\u0932\u0928\u0947 \u0935\u093e\u0932\u0947 \u0930\u094b\u092c\u094b\u091f, \u0905\u0927\u0942\u0930\u093e \u0921\u0947\u091f\u093e, \u0916\u0930\u093e\u092c \u092a\u0930\u0940\u0915\u094d\u0937\u0923, \u092f\u093e \u0930\u0916\u0930\u0916\u093e\u0935 \u0915\u0940 \u0915\u092e\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0938\u094d\u0935-\u0909\u092a\u091a\u093e\u0930 \u0906\u0930\u092a\u0940\u090f \u090f\u0915 \u0910\u0938\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0915\u093e \u0935\u0930\u094d\u0923\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u092e\u093e\u0928\u0935 \u0915\u093e\u0930\u094d\u092f\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u092c\u093f\u0928\u093e \u0916\u0941\u0926 \u0915\u094b \u0920\u0940\u0915 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0938\u094d\u0935-\u0909\u092a\u091a\u093e\u0930 \u0906\u0930\u092a\u0940\u090f \u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u090f\u0906\u0908 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0902\u092d\u0935 \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u094d\u092f \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u092c \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u0924\u094b \u092f\u0947 \u0938\u0939\u093e\u092f\u0915 \u0909\u092a\u0915\u0930\u0923 \u0915\u093e\u0930\u094d\u0930\u0935\u093e\u0908 \u092e\u0947\u0902 \u0906\u0924\u0947 \u0939\u0948\u0902, \u092e\u0942\u0932 \u0915\u093e\u0930\u0923 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u090f\u0915 \u0938\u0941\u0927\u093e\u0930 \u0932\u093e\u0917\u0942 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u090a\u092a\u0930 \u0915\u0940 \u0913\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0914\u0930 \u0905\u0927\u093f\u0915 \u0905\u092a\u091f\u093e\u0907\u092e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%E0%A4%B8%E0%A5%8D%E0%A4%AE%E0%A4%BE%E0%A4%B0%E0%A5%8D%E0%A4%9F_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%B8%E0%A4%82%E0%A4%B8%E0%A5%8D%E0%A4%95%E0%A4%B0%E0%A4%A3_%E0%A4%96%E0%A4%A8%E0%A4%A8\"><\/span><strong>8. \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0916\u0928\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 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\u0932\u093f\u090f \u0916\u0928\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u0914\u0930 \u0907\u0938 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0916\u0928\u0928 \u090f\u092e\u090f\u0932 \u0914\u0930 \u0921\u0947\u091f\u093e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092f\u0939 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0921\u0947\u091f\u093e \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u094d\u0930\u0940\u0928 \u0930\u093f\u0915\u0949\u0930\u094d\u0921\u093f\u0902\u0917 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u0907\u0938\u0947 \u091a\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0924\u094b\u0921\u093c\u0924\u093e \u0939\u0948\u0964 \u092b\u093f\u0930, \u090f\u092e\u090f\u0932 \u092f\u093e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u091f\u0942\u0932 \u0907\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u092e\u0949\u0921\u0932 \u091a\u0932\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0922\u0942\u0902\u0922\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u092c\u0926\u0932\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u090f\u0906\u0908 \u0909\u092a\u0915\u0930\u0923 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u092c\u0947\u0939\u0924\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0938\u092e\u091d \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0913\u0902, \u092c\u093e\u0927\u093e\u0913\u0902 \u0914\u0930 \u0905\u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0916\u0928\u0928 \u0915\u094b \u090f\u0915 \u0938\u093e\u0925 \u091c\u094b\u0921\u093c\u0928\u093e \u092c\u0939\u0941\u0924 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0939\u0948 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0939 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0909\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0935\u0947 \u0905\u0928\u094d\u092f\u0925\u093e \u092a\u0924\u093e \u0928\u0939\u0940\u0902 \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0906\u092a \u0905\u092a\u0928\u0947 \u0906\u0930\u092a\u0940\u090f \u0928\u093f\u0935\u0947\u0936 \u0938\u0947 \u0905\u0927\u093f\u0915 \u092e\u0942\u0932\u094d\u092f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u0947 \u0905\u0928\u094d\u092f \u0932\u093e\u092d\u094b\u0902 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u093e \u0914\u0930 \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0928\u093e\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0926\u0942\u0938\u0930\u0940 \u092c\u093e\u0924 \u091c\u094b \u0906\u092a \u092f\u0939\u093e\u0902 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0935\u0939 \u092f\u0939 \u0939\u0948 \u0915\u093f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0916\u0928\u0928 \u0909\u091a\u093f\u0924 \u0906\u0930\u092a\u0940\u090f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0916\u094b\u091c \u0938\u092e\u092f \u092e\u0947\u0902 \u0915\u091f\u094c\u0924\u0940 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0906\u092a\u0915\u093e \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u092c\u0939\u0941\u0924 \u0924\u0947\u091c\u0940 \u0938\u0947 \u091c\u092e\u0940\u0928 \u092a\u0930 \u0909\u0924\u0930 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_%E0%A4%B8%E0%A5%89%E0%A4%AB%E0%A5%8D%E0%A4%9F%E0%A4%B5%E0%A5%87%E0%A4%AF%E0%A4%B0_%E0%A4%AA%E0%A4%B0%E0%A5%80%E0%A4%95%E0%A5%8D%E0%A4%B7%E0%A4%A3_%E0%A4%B8%E0%A5%8D%E0%A4%B5%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%A8\"><\/span><strong>9. \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0936\u0915\u094b\u0902 \u0928\u0947 \u092a\u093f\u091b\u0932\u0947 \u0915\u0941\u091b \u0926\u0936\u0915\u094b\u0902 \u092e\u0947\u0902 \u0939\u092e\u093e\u0930\u0947 \u092a\u093e\u0938 \u092e\u094c\u091c\u0942\u0926 \u0915\u0941\u091b \u0938\u092c\u0938\u0947 \u0935\u093f\u0918\u091f\u0928\u0915\u093e\u0930\u0940 \u0924\u0915\u0928\u0940\u0915 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0940 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0909\u0928\u0915\u093e \u0909\u0926\u094d\u092f\u094b\u0917 \u0916\u0941\u0926 \u092d\u0940 \u0915\u0941\u091b \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0915\u0947 \u0926\u094c\u0930 \u0938\u0947 \u0917\u0941\u091c\u0930\u093e \u0939\u0948\u0964 DevOps \u0914\u0930 Agile \u092a\u0926\u094d\u0927\u0924\u093f\u092f\u094b\u0902 \u0928\u0947 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b \u092c\u093f\u091c\u0932\u0940 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0940 \u0939\u0948, \u0932\u0917\u093e\u0924\u093e\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902, \u091c\u092c\u0915\u093f CI \/ CD \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928\u0947\u0902 \u092d\u0940 \u092c\u093e\u091c\u093e\u0930 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0938\u092e\u092f \u092e\u0947\u0902 \u092f\u094b\u0917\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0936\u093e\u0928\u0926\u093e\u0930 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0964 \u092e\u0948\u0915\u093f\u0928\u094d\u0938\u0947 \u0915\u093e \u0938\u0941\u091d\u093e\u0935 \u0939\u0948 \u0915\u093f \u0905\u0917\u0932\u0940 \u092a\u0940\u0922\u093c\u0940 \u0915\u0947 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0935\u093f\u0915\u093e\u0938 \u090f\u0906\u0908 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u092e\u0947\u0902 \u0938\u093f\u0930\u094d\u092b \u092a\u0940\u091b\u0947 \u0939\u0948  <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-top-trends-in-tech#tech-trends-2023\"><span style=\"font-weight: 400;\">2023 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u093e \u0924\u0915\u0928\u0940\u0915\u0940 \u0930\u0941\u091d\u093e\u0928<\/span><\/a><span style=\"font-weight: 400;\">. \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u090f\u0906\u0908 \u0926\u094b\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0938\u094d\u0935\u091a\u093e\u0932\u0928, \u0909\u0938 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0906\u0917\u0947 \u0939\u094b\u0917\u093e, \u091c\u093f\u0938\u092e\u0947\u0902 \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0906\u0908 \u0932\u0947\u0916\u0928 \u0915\u094b\u0921 \u0914\u0930 \u0917\u0948\u0930-\u0924\u0915\u0928\u0940\u0915\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u093e \u0928\u094b-\u0915\u094b\u0921 \u091f\u0942\u0932 \u0915\u0940 \u092c\u0926\u094c\u0932\u0924 \u0938\u094d\u0935\u093e\u0917\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u090f\u0917\u093e\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u093e \u0915\u093f \u0915\u0902\u0938\u0932\u094d\u091f\u0947\u0902\u0938\u0940 \u092b\u0930\u094d\u092e \u0915\u0947 \u092d\u093e\u0917\u0940\u0926\u093e\u0930, \u0938\u0948\u0902\u091f\u093f\u092f\u093e\u0917\u094b \u0915\u094b\u092e\u0947\u0932\u093e-\u0921\u094b\u0930\u094d\u0921\u093e \u0915\u093e \u0938\u0941\u091d\u093e\u0935 \u0939\u0948, &#8220;\u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0936\u093e\u092f\u0926 \u0906\u0927\u0941\u0928\u093f\u0915 \u0921\u093f\u091c\u093f\u091f\u0932 \u0909\u0926\u094d\u092f\u092e \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0938\u0902\u092a\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0902, \u092b\u093f\u0930 \u092d\u0940 \u0935\u0947 \u0926\u094b\u0939\u0930\u093e\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947, \u0915\u092e \u092e\u0942\u0932\u094d\u092f \u0935\u093e\u0932\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0905\u092a\u0928\u093e 40 \u092a\u094d\u0930\u0924\u093f\u0936\u0924 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u092e\u092f \u092c\u093f\u0924\u093e\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0906\u0927\u0941\u0928\u093f\u0915 \u091f\u0942\u0932 \u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%87%E0%A4%82%E0%A4%9F%E0%A5%87%E0%A4%B2%E0%A4%BF%E0%A4%9C%E0%A5%87%E0%A4%82%E0%A4%9F_%E0%A4%91%E0%A4%9F%E0%A5%8B%E0%A4%AE%E0%A5%87%E0%A4%B6%E0%A4%A8\"><\/span><strong>10. \u0906\u0930\u092a\u0940\u090f \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u091f \u0911\u091f\u094b\u092e\u0947\u0936\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928, \u091c\u093f\u0938\u0947 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u091f \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 (\u0906\u0908\u092a\u0940\u090f) \u092d\u0940 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0915\u094b \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0915\u093e \u0905\u0917\u0932\u093e \u091a\u0930\u0923 \u092e\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0906\u0930\u092a\u0940\u090f \u0932\u0947\u0924\u093e \u0939\u0948 \u0914\u0930 \u090f\u0906\u0908 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0902\u091c\u094d\u091e\u093e\u0928\u093e\u0924\u094d\u092e\u0915 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u091c\u094b\u0921\u093c\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u090a\u092a\u0930 \u0938\u0942\u091a\u0940\u092c\u0926\u094d\u0927 \u0938\u092d\u0940 \u092f\u093e \u0915\u0941\u091b \u0905\u0928\u094d\u092f \u090f\u0906\u0908 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/www.ibm.com\/thought-leadership\/institute-business-value\/en-us\/report\/automation-workflows\"><span style=\"font-weight: 400;\">\u0938\u0940-\u0938\u0942\u091f \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u0906\u0908\u092c\u0940\u090f\u092e \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923<\/span> \u092e\u0947\u0902<\/p>\n<p><\/a><span style=\"font-weight: 400;\">, 90% \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u0924\u093e\u0913\u0902 \u0928\u0947 \u0938\u0941\u091d\u093e\u0935 \u0926\u093f\u092f\u093e \u0915\u093f \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u091f \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0928\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 &#8220;\u0909\u092d\u0930\u0924\u0947 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0947 \u091c\u0935\u093e\u092c \u092e\u0947\u0902 \u0938\u0902\u0917\u0920\u0928\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u0914\u0938\u0924 \u0938\u0947 \u090a\u092a\u0930&#8221; \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0940\u0964 \u092f\u0939 \u092d\u093e\u0935\u0928\u093e \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u090f\u0906\u0908 \u0915\u0940 \u091a\u0941\u0938\u094d\u0924 \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u0938\u092e\u093e\u0927\u093e\u0928 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0940 \u092c\u093e\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948 \u091c\u094b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u0940 \u0932\u093e\u092d \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0938\u0902\u0917\u0920\u0928\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0930\u092a\u0940\u090f \u0914\u0930 \u090f\u0906\u0908 \u0915\u0940 \u0936\u0915\u094d\u0924\u093f \u0915\u093e \u092a\u094d\u0930\u092e\u093e\u0923 \u0915\u094b\u0935\u093f\u0921-19 \u092e\u0939\u093e\u092e\u093e\u0930\u0940 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0938\u092e\u0941\u0926\u093e\u092f \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u092a\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964  <\/span><a href=\"https:\/\/www.mdpi.com\/2071-1050\/13\/14\/8020\"><span style=\"font-weight: 400;\">\u0915\u094b\u0935\u093f\u0921-19 \u092e\u0939\u093e\u092e\u093e\u0930\u0940 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0924\u0915\u0928\u0940\u0915 \u0915\u094b \u0905\u092a\u0928\u093e\u0928\u093e  <\/span><\/a><span style=\"font-weight: 400;\">(\u0938\u093e\u0907\u0921\u0930\u094d\u0938\u0915\u093e, 2021) \u0928\u0947 \u0926\u093f\u0916\u093e\u092f\u093e \u0915\u093f \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u092a\u094b\u0932\u093f\u0936 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 60% \u0906\u0930\u092a\u0940\u090f \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0940 \u092c\u0926\u094c\u0932\u0924 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0928\u093f\u0930\u0902\u0924\u0930\u0924\u093e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0925\u0947\u0964 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u090f\u0906\u0908 \u0914\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u092a\u094d\u0930\u092e\u0941\u0916 \u092f\u094b\u0917\u0926\u093e\u0928\u0915\u0930\u094d\u0924\u093e \u0925\u0947\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u093e\u0932 \u0939\u0940 <\/span> \u092e\u0947\u0902 <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2022-08-22-gartner-survey-reveals-80-percent-of-executives-think-automation-can-be-applied-to-any-business-decision\"><span style=\"font-weight: 400;\">\u0917\u093e\u0930\u094d\u091f\u0928\u0930 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923<\/span> \u092e\u0947\u0902<\/p>\n<p><\/a><span style=\"font-weight: 400;\">, \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u090f\u0915 \u092a\u0942\u0930\u094d\u0923 80% \u0928\u0947 \u0905\u092a\u0928\u0947 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0915\u093e \u0916\u0941\u0932\u093e\u0938\u093e \u0915\u093f\u092f\u093e \u0915\u093f \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u0930 \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0906\u0902\u0915\u0921\u093c\u093e \u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u092a\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0936\u0915\u094d\u0924\u093f \u0915\u093e \u090f\u0915 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u092a\u094d\u0930\u092e\u093e\u0923 \u0939\u0948\u0964 \u092f\u0939 \u0915\u0932\u094d\u092a\u0928\u093e \u0915\u0930\u0928\u093e \u0905\u0938\u0902\u092d\u0935 \u0939\u0948 \u0915\u093f \u090f\u0906\u0908 \u0926\u094d\u0935\u093e\u0930\u093e \u0906\u0930\u092a\u0940\u090f \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0947 \u092c\u093f\u0928\u093e \u0938\u0902\u0916\u094d\u092f\u093e \u0907\u0924\u0928\u0940 \u0905\u0927\u093f\u0915 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0932\u093f\u090f, <\/span><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2560\/13\/5\/051001\/pdf\"><span style=\"font-weight: 400;\">\u0928\u094d\u092f\u0942\u0930\u094b\u092e\u094b\u0930\u094d\u092b\u093f\u0915 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/span> \u092e\u0947\u0902 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928\u0964<\/p>\n<p><\/a><span style=\"font-weight: 400;\">  &#8211; \u090f\u0915 \u0938\u0942\u091a\u0928\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u091c\u094b \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0938\u0902\u0930\u091a\u0928\u093e \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948 &#8211; \u0905\u0927\u093f\u0915 \u0905\u0928\u0941\u092d\u0942\u0924\u093f \u0914\u0930 \u092e\u0936\u0940\u0928 \u092c\u0941\u0926\u094d\u0927\u093f \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0915\u094d\u0937\u093f\u0924\u093f\u091c \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0907\u0924\u0928\u093e \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0915\u094d\u092f\u093e \u0939\u0948 \u0915\u093f \u0907\u0928 \u0916\u0941\u092b\u093f\u092f\u093e \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u094b \u092c\u0939\u0941\u0924 \u0915\u092e \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0905\u0930\u094d\u0925 \u0939\u0948 \u0915\u093f \u0935\u0947 \u0909\u0926\u094d\u092f\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0932\u092c\u094d\u0927 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%95%E0%A5%88%E0%A4%B8%E0%A5%87_%E0%A4%8F%E0%A4%86%E0%A4%88-%E0%A4%B8%E0%A4%82%E0%A4%9A%E0%A4%BE%E0%A4%B2%E0%A4%BF%E0%A4%A4_%E0%A4%86%E0%A4%B0%E0%A4%AA%E0%A5%80%E0%A4%8F_%E0%A4%AD%E0%A4%B5%E0%A4%BF%E0%A4%B7%E0%A5%8D%E0%A4%AF_%E0%A4%95%E0%A5%8B_%E0%A4%AC%E0%A4%A6%E0%A4%B2_%E0%A4%A6%E0%A5%87%E0%A4%97%E0%A4%BE\"><\/span><strong>\u0915\u0948\u0938\u0947 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0906\u0930\u092a\u0940\u090f \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u092c\u0926\u0932 \u0926\u0947\u0917\u093e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%95%E0%A4%BE%E0%A4%AE_%E0%A4%94%E0%A4%B0_%E0%A4%B8%E0%A4%AE%E0%A4%BE%E0%A4%9C\"><\/span><strong>  \u0915\u093e\u092e \u0914\u0930 \u0938\u092e\u093e\u091c  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"976e4d\" data-has-transparency=\"false\" style=\"--dominant-color: #976e4d;\" decoding=\"async\" class=\"aligncenter wp-image-64841 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1024x683.webp\" alt=\"\u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u091f \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u092c\u0928\u093e\u092e \u0906\u0930\u092a\u0940\u090f - \u0905\u0902\u0924\u0930, \u0938\u092e\u093e\u0928\u0924\u093e\u090f\u0902, \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u091a\u094c\u0930\u093e\u0939\u0947 \/\" width=\"641\" height=\"427\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-jpeg.webp 1920w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u090f\u0906\u0908 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0909\u092a\u0915\u0930\u0923 \u0905\u092d\u0940 \u0917\u0930\u094d\u092e \u0939\u094b \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0902 \u0915\u0941\u091b \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0939\u0948\u0902 \u091c\u0939\u093e\u0902 \u090f\u0906\u0908 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u094b \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0947\u0917\u093e\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E0%A4%89%E0%A4%A6%E0%A5%8D%E0%A4%AF%E0%A5%8B%E0%A4%97_40\"><\/span><strong>1. \u0909\u0926\u094d\u092f\u094b\u0917 4.0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u092a\u0939\u0932\u0940 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u092d\u093e\u092a \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0925\u0940, \u0926\u0942\u0938\u0930\u0940 \u092c\u093f\u091c\u0932\u0940 \u0926\u094d\u0935\u093e\u0930\u093e\u0964 \u0924\u0940\u0938\u0930\u0940 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0915\u094d\u0930\u093e\u0902\u0924\u093f 1970 \u0915\u0947 \u0926\u0936\u0915 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0921\u093f\u091c\u093f\u091f\u0932 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0915\u094d\u0937\u092e \u0915\u0940 \u0917\u0908 \u0925\u0940\u0964 \u091c\u092c \u091a\u094c\u0925\u0940 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0915\u0940 \u092c\u093e\u0924 \u0906\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917 4.0 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092d\u0940 \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0924\u094b \u0915\u0908 \u0924\u0915\u0928\u0940\u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926\u0935\u093e\u0930 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f \u0921\u093f\u091c\u093f\u091f\u0932 \u091f\u094d\u0935\u093f\u0928\u094d\u0938, \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0930\u093f\u092f\u0932\u093f\u091f\u0940, \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0911\u092b \u0925\u093f\u0902\u0917\u094d\u0938 (\u0906\u0908\u0913\u091f\u0940), \u090f\u0906\u0908 \u0914\u0930 \u090f\u092e\u090f\u0932, \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f 3 \u0921\u0940 \u092a\u094d\u0930\u093f\u0902\u091f\u093f\u0902\u0917\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u093e\u0932\u093e\u0902\u0915\u093f, <\/span><a href=\"https:\/\/www.imd.org\/ibyimd\/supply-chain\/the-supply-chain-agenda-keeps-growing-how-will-you-adapt\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u0906\u0908\u090f\u092e\u0921\u0940 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0906\u092a\u0942\u0930\u094d\u0924\u093f \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  2022 \u0938\u0947 \u090f\u0915 \u091a\u093f\u0902\u0924\u093e\u091c\u0928\u0915 \u0938\u091a\u094d\u091a\u093e\u0908 \u0915\u093e \u092a\u0924\u093e \u091a\u0932\u0924\u093e \u0939\u0948\u0964 \u0938\u093e\u0915\u094d\u0937\u093e\u0924\u094d\u0915\u093e\u0930 \u0915\u093f\u090f \u0917\u090f 200 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947, \u092c\u0939\u0941\u0924 \u0915\u092e \u0928\u0947 \u0909\u0926\u094d\u092f\u094b\u0917 4.0 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0924\u0915\u0928\u0940\u0915 \u0915\u094b \u090f\u0915 \u092c\u0921\u093c\u0940 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u0942\u091a\u0940\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e\u0964 \u092f\u0939 2019 \u0938\u0947 \u092c\u0939\u0941\u0924 \u0926\u0942\u0930 \u0939\u0948 \u091c\u092c  <\/span><a href=\"https:\/\/www.mckinsey.com\/industries\/industrials-and-electronics\/our-insights\/capturing-value-at-scale-in-discrete-manufacturing-with-industry-4-0\"><span style=\"font-weight: 400;\">\u092e\u0948\u0915\u093f\u0928\u094d\u0938\u0947 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0915\u0947 68% \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u0924\u093e\u0913\u0902 \u0928\u0947 \u0938\u0941\u091d\u093e\u0935 \u0926\u093f\u092f\u093e \u0915\u093f \u0909\u0926\u094d\u092f\u094b\u0917 4.0 \u090f\u0915 \u0936\u0940\u0930\u094d\u0937 \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0925\u0940\u0964<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u0936\u094b\u0927 \u092a\u0924\u094d\u0930 \u092e\u0947\u0902  <\/span><a href=\"https:\/\/www.researchgate.net\/publication\/349526158_Robotic_Process_Automation_and_Artificial_Intelligence_in_Industry_40_-_A_Literature_review\"><span style=\"font-weight: 400;\">\u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0914\u0930 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e  <\/span><\/a><a href=\"https:\/\/www.researchgate.net\/publication\/349526158_Robotic_Process_Automation_and_Artificial_Intelligence_in_Industry_40_-_A_Literature_review\"><span style=\"font-weight: 400;\">4.0 &#8211; \u090f\u0915 \u0938\u093e\u0939\u093f\u0924\u094d\u092f \u0938\u092e\u0940\u0915\u094d\u0937\u093e  <\/span><\/a><span style=\"font-weight: 400;\">(\u0930\u093f\u092c\u0947\u0930\u093f\u092f\u094b, 2021), \u0932\u0947\u0916\u0915 \u0915\u093e \u0915\u0939\u0928\u093e \u0939\u0948 \u0915\u093f &#8220;\u090f\u0906\u0908 \u0915\u0940 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e \u0915\u0947 \u0926\u093e\u092f\u0930\u0947 \u0915\u094b \u0926\u0947\u0916\u0924\u0947 \u0939\u0941\u090f, \u0906\u0930\u092a\u0940\u090f \u0927\u0940\u0930\u0947-\u0927\u0940\u0930\u0947 \u0905\u092a\u0928\u0940 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u092e\u0947\u0902, \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092f\u093e \u090f\u0906\u0908 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0915\u094b \u0915\u0941\u091b \u0938\u0902\u0926\u0930\u094d\u092d\u094b\u0902 (\u091c\u0948\u0938\u0947, \u0909\u0926\u094d\u092f\u092e \u0938\u0902\u0938\u093e\u0927\u0928 \u092f\u094b\u091c\u0928\u093e, \u0932\u0947\u0916\u093e, \u092e\u093e\u0928\u0935 \u0938\u0902\u0938\u093e\u0927\u0928) \u092e\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947, \u092a\u0939\u091a\u093e\u0928\u0928\u0947, \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0906\u0926\u093f \u0915\u0947 \u0932\u093f\u090f \u091c\u094b\u0921\u093c \u0930\u0939\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0924\u0915\u0928\u0940\u0915 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948, \u0928\u090f \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902 \u0909\u0926\u094d\u092f\u094b\u0917 4.0 \u0915\u094b \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915\u0924\u093e \u092c\u0928\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0947\u0902\u0917\u0940\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E0%A4%B9%E0%A4%BE%E0%A4%87%E0%A4%AA%E0%A4%B0%E0%A4%91%E0%A4%9F%E0%A5%8B%E0%A4%AE%E0%A5%87%E0%A4%B6%E0%A4%A8\"><\/span><strong>2. \u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u093e \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0935\u093f\u0915\u093e\u0938 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u0947\u0937 \u0915\u093e\u0930\u094d\u092f \u092f\u093e \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0947 \u092c\u091c\u093e\u092f, \u092f\u0939 \u092a\u0942\u0930\u0947 \u0938\u0902\u0917\u0920\u0928 \u092e\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u093e \u0939\u0948\u0964 \u0905\u0902\u0924\u093f\u092e \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u090f\u0915 \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u091c\u0941\u0921\u093c\u093e \u0939\u0941\u0906 \u0914\u0930 \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0939\u094b\u0917\u093e \u091c\u0939\u093e\u0902 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924, \u091a\u0941\u0938\u094d\u0924 \u0914\u0930 \u0932\u091a\u0940\u0932\u093e \u0939\u094b\u0902\u0917\u0947\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u092e\u0947\u0902 \u0915\u0908 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u092e\u093f\u0936\u094d\u0930\u0923 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u092f\u0939 \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u091c\u0928 \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f \u0915\u093e\u0928\u0942\u0928<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">.AI  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u092c\u093f\u091c\u0928\u0947\u0938 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 (BPA)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u092e\u093f\u0932\u0940\u0932\u0940\u091f\u0930<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u0906\u0908\u0921\u0940\u092a\u0940)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0911\u0930\u094d\u0915\u0947\u0938\u094d\u091f\u094d\u0930\u0947\u0936\u0928<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0916\u0928\u0928<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\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)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u090f\u0915 \u0938\u0902\u0917\u0920\u0928 \u0915\u093e \u0921\u093f\u091c\u093f\u091f\u0932 \u091f\u094d\u0935\u093f\u0928 (\u0921\u0940\u091f\u0940\u0913)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0938\u0902\u0935\u093e\u0926\u0940 \u0906\u0930\u092a\u0940\u090f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0926\u0943\u0937\u094d\u091f\u093f \u0906\u0930\u092a\u0940\u090f<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u093e \u0915\u093f \u092a\u0947\u092a\u0930 \u092e\u0947\u0902 \u092c\u0924\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964  <\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666351121000450#bib20\"><span style=\"font-weight: 400;\">\u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0947 \u0932\u093f\u090f \u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928  <\/span><\/a><span style=\"font-weight: 400;\">(\u0939\u0932\u0940\u092e, 2021), &#8220;\u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u0947 \u092e\u093f\u0936\u094d\u0930\u0923 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947, \u0939\u093e\u0907\u092a\u0930\u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u090f\u0915\u0932 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0921\u093f\u0935\u093e\u0907\u0938 \u0935\u093f\u0927\u093f \u0915\u0940 \u0915\u0941\u091b \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0915\u0902\u092a\u0928\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0938\u0947 \u092a\u0930\u0947 \u091c\u093e\u0928\u0947 \u0914\u0930 \u0932\u0917\u092d\u0917 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0915\u0920\u093f\u0928 \u0914\u0930 \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0911\u092a\u0930\u0947\u0936\u0928 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E0%A4%B5%E0%A4%BF%E0%A4%B6%E0%A5%87%E0%A4%B7%E0%A4%9C%E0%A5%8D%E0%A4%9E%E0%A5%8B%E0%A4%82_%E0%A4%AA%E0%A4%B0_%E0%A4%95%E0%A4%AE_%E0%A4%A8%E0%A4%BF%E0%A4%B0%E0%A5%8D%E0%A4%AD%E0%A4%B0%E0%A4%A4%E0%A4%BE\"><\/span><strong>3. \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u092a\u0930 \u0915\u092e \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0939\u093e\u0932 \u0915\u0947 \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0909\u091b\u093e\u0932 \u0928\u0947 \u090f\u0915 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u093f\u092f\u093e \u0939\u0948\u0964 \u091c\u092c\u0915\u093f \u0910\u092a\u094d\u0938 \u0914\u0930 \u092e\u094b\u092c\u093e\u0907\u0932 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0940 \u092e\u093e\u0902\u0917 \u092c\u0922\u093c\u0940, \u0906\u092a\u0942\u0930\u094d\u0924\u093f \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u093e\u0964 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u092e \u0906\u092a\u0942\u0930\u094d\u0924\u093f \u092e\u0947\u0902 \u0925\u0947, \u091c\u093f\u0938\u0915\u093e \u0905\u0930\u094d\u0925 \u0939\u0948 \u0915\u093f \u0915\u0908 \u092a\u0926 \u092e\u0939\u0940\u0928\u094b\u0902 \u0924\u0915 \u0916\u093e\u0932\u0940 \u092c\u0948\u0920\u0947 \u0930\u0939\u0947\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u092f\u094b\u0917\u094d\u092f \u0909\u092e\u094d\u092e\u0940\u0926\u0935\u093e\u0930\u094b\u0902 \u0915\u0947 \u0907\u0902\u0924\u091c\u093e\u0930 \u092e\u0947\u0902 \u092a\u0921\u093c\u0940 \u092a\u094d\u0930\u0924\u093f\u0937\u094d\u0920\u093f\u0924, \u091b\u0939-\u0906\u0902\u0915\u0921\u093c\u0947 \u0935\u093e\u0932\u0940 \u0928\u094c\u0915\u0930\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925, \u0906\u092a\u0915\u094b \u092f\u0939 \u0938\u094b\u091a\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u092b \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u0915\u093f \u0932\u094b\u0917 \u092c\u0938 \u092b\u093f\u0930 \u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0939\u094b\u0902\u0917\u0947 \u0914\u0930 \u092a\u0941\u0930\u0938\u094d\u0915\u093e\u0930 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0947\u0902\u0917\u0947\u0964 \u0938\u094d\u0915\u0942\u0932 \u0914\u0930 \u0935\u093f\u0936\u094d\u0935\u0935\u093f\u0926\u094d\u092f\u093e\u0932\u092f \u092d\u0940 \u091c\u093e\u0902\u091a \u0915\u0947 \u0926\u093e\u092f\u0930\u0947 \u092e\u0947\u0902 \u0906 \u0917\u090f, \u0938\u0930\u0915\u093e\u0930\u094b\u0902 \u0928\u0947 \u0938\u0941\u091d\u093e\u0935 \u0926\u093f\u092f\u093e \u0915\u093f \u0935\u0947 \u090f\u0938\u091f\u0940\u0908\u090f\u092e \u0935\u093f\u0937\u092f \u0915\u094b \u092a\u094d\u0930\u094b\u0924\u094d\u0938\u093e\u0939\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0930\u0939\u0947 \u0925\u0947\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915\u0924\u093e \u092f\u0939 \u0939\u0948 \u0915\u093f \u0915\u094b\u0921\u093f\u0902\u0917 \u0915\u0920\u093f\u0928 \u0939\u0948\u0964 \u0906\u092c\u093e\u0926\u0940 \u0915\u093e \u0915\u0947\u0935\u0932 \u090f\u0915 \u091b\u094b\u091f\u093e \u0938\u093e \u0935\u0930\u094d\u0917 \u0928\u094c\u0915\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f \u092f\u094b\u0917\u094d\u092f\u0924\u093e \u0930\u0916\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u093e \u0915\u093f \u0939\u092e\u093e\u0930\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u0921\u093f\u091c\u093f\u091f\u0932 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948, \u0915\u094b\u0921\u0930 \u0915\u0940 \u0915\u092e\u0940 \u0915\u094b \u090f\u0915 \u091a\u0947\u0924\u093e\u0935\u0928\u0940 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092e\u093e\u0928\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u0947 \u0939\u092e \u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0930\u0939\u0947\u0964 \u0936\u0941\u0915\u094d\u0930 \u0939\u0948, \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0907\u0938 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u0947 \u0932\u093f\u090f \u090f\u0902\u091f\u0940\u0921\u094b\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0928\u0947\u0924\u0943\u0924\u094d\u0935 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u094c\u0936\u0932 \u0914\u0930 \u0917\u0939\u0930\u0947 \u0935\u093f\u0937\u092f \u0935\u0938\u094d\u0924\u0941 \u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u092e\u093f\u0936\u094d\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092a\u0922\u093c\u0928\u093e \u0914\u0930 \u0938\u0940\u0916\u0928\u093e \u0938\u093f\u0930\u094d\u092b \u090f\u0915 \u0939\u093f\u0938\u094d\u0938\u093e \u0939\u0948 \u091c\u094b \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0914\u0930 \u0935\u0930\u093f\u0937\u094d\u0920 \u091f\u0940\u092e \u0915\u0947 \u0938\u0926\u0938\u094d\u092f\u094b\u0902 \u0915\u094b \u090f\u0915 \u0938\u0902\u0917\u0920\u0928 \u0915\u0947 \u0932\u093f\u090f \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0905\u0927\u093f\u0915 \u0909\u0926\u094d\u092f\u094b\u0917 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u094b \u0905\u092a\u0928\u093e\u0924\u0947 \u0939\u0948\u0902, \u092f\u0939 \u092a\u094d\u0930\u0924\u093f\u092d\u093e \u092a\u0942\u0932 \u0916\u0924\u094d\u092e \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u090f\u0906\u0908 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0914\u0930 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0916\u094b\u091c\u0928\u0947 \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u093e\u0902 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u093f\u0936\u093e\u0932 \u092e\u093e\u0924\u094d\u0930\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0909\u092a\u0915\u0930\u0923 \u0905\u0928\u0941\u092d\u0935 \u0905\u0902\u0924\u0930 \u0915\u094b \u092a\u093e\u091f\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0947\u0902\u0917\u0947\u0964 \u092f\u0939 \u091a\u0924\u0941\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u094b \u0932\u094b\u0915\u0924\u093e\u0902\u0924\u094d\u0930\u093f\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092d\u0940 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u094b \u092a\u0939\u0932\u0947 \u092d\u093e\u0930\u0940 \u092c\u091c\u091f \u0935\u093e\u0932\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u093e \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0925\u093e\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u091c\u092c\u0915\u093f \u0905\u0928\u0941\u092d\u0935\u0940 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0935\u093e\u0932\u0947 \u0914\u0930 \u0930\u0923\u0928\u0940\u0924\u093f\u0915\u093e\u0930 \u0915\u092d\u0940 \u092d\u0940 \u092b\u0948\u0936\u0928 \u0938\u0947 \u092c\u093e\u0939\u0930 \u0928\u0939\u0940\u0902 \u0939\u094b\u0902\u0917\u0947, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (\u090f\u092e\u090f\u0932) \u0914\u0930 \u0921\u0947\u091f\u093e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u090f\u0915 \u0939\u093e\u0907\u092a\u0930-\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u091a\u094c\u092c\u0940\u0938\u094b\u0902 \u0918\u0902\u091f\u0947 \u091a\u0932\u0947\u0917\u093e, \u091c\u094b \u0909\u0928 \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u090f\u0917\u093e \u091c\u093f\u0928 \u092a\u0930 \u0915\u094b\u0908 \u092d\u0940 \u092e\u093e\u0928\u0935 \u091c\u093e\u0928\u092c\u0942\u091d\u0915\u0930 \u0935\u093f\u091a\u093e\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier#introduction\"><span style=\"font-weight: 400;\">\u092e\u0948\u0915\u093f\u0928\u094d\u0938\u0947 \u0915\u093e \u0938\u0941\u091d\u093e\u0935 \u0939\u0948 \u0915\u093f \u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u0915\u093e\u092e \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0905\u092c \u0926\u0943\u0937\u094d\u091f\u093f \u092e\u0947\u0902 \u0939\u0948\u0964<\/span><\/a><span style=\"font-weight: 400;\">. \u0915\u093e\u0928\u0942\u0928, \u0905\u0930\u094d\u0925\u0936\u093e\u0938\u094d\u0924\u094d\u0930, \u0936\u093f\u0915\u094d\u0937\u093e, \u0915\u0932\u093e \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0938\u092d\u0940 \u0935\u094d\u092f\u0935\u0927\u093e\u0928 \u0915\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u0930\u0947\u0902\u0917\u0947 \u091c\u094b \u092a\u0939\u0932\u0947 \u0915\u0947\u0935\u0932 \u0915\u092e \u0915\u0941\u0936\u0932 \u0928\u094c\u0915\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u0916\u0924\u0930\u0947 \u092e\u0947\u0902 \u0921\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0925\u093e\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u092c\u0932 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0915\u093e \u0915\u094d\u092f\u093e \u092e\u0924\u0932\u092c \u0939\u0948, \u092f\u0939 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0928\u093e \u092c\u093e\u0915\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%E0%A4%85%E0%A4%A7%E0%A4%BF%E0%A4%95_%E0%A4%B8%E0%A4%B0%E0%A4%95%E0%A4%BE%E0%A4%B0%E0%A5%80_%E0%A4%A6%E0%A4%95%E0%A5%8D%E0%A4%B7%E0%A4%A4%E0%A4%BE\"><\/span><strong>4. \u0905\u0927\u093f\u0915 \u0938\u0930\u0915\u093e\u0930\u0940 \u0926\u0915\u094d\u0937\u0924\u093e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0938\u0930\u0915\u093e\u0930\u0940 \u0916\u0930\u094d\u091a \u090f\u0915 \u0938\u094d\u0925\u093e\u092f\u0940 \u0935\u093f\u0935\u093e\u0926\u093e\u0938\u094d\u092a\u0926 \u092e\u0941\u0926\u094d\u0926\u093e \u0939\u0948\u0964 \u0926\u0941\u0928\u093f\u092f\u093e \u092d\u0930 \u092e\u0947\u0902, \u0932\u094b\u0915\u0924\u093e\u0902\u0924\u094d\u0930\u093f\u0915 \u092a\u094d\u0930\u0936\u093e\u0938\u0928 \u094b\u0902 \u0915\u0940 \u092b\u0942\u0932\u0940 \u0939\u0941\u0908 \u0914\u0930 \u0917\u0932\u0924 \u0916\u0930\u094d\u091a \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0924\u093f\u0937\u094d\u0920\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u093f  <\/span><a href=\"https:\/\/www.brookings.edu\/articles\/how-robotic-process-and-intelligent-automation-are-altering-government-performance\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0938\u093f\u0926\u094d\u0927 \u092c\u094d\u0930\u0941\u0915\u093f\u0902\u0917\u094d\u0938 \u0907\u0902\u0938\u094d\u091f\u0940\u091f\u094d\u092f\u0942\u091f \u0915\u0947 \u0936\u094b\u0927<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, \u0905\u092e\u0947\u0930\u093f\u0915\u0940 \u0938\u0930\u0915\u093e\u0930\u0940 \u0928\u093f\u0915\u093e\u092f \u090f\u0906\u0908 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0917\u0932\u0947 \u0932\u0917\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">\u0916\u093e\u0926\u094d\u092f \u0914\u0930 \u0914\u0937\u0927\u093f \u092a\u094d\u0930\u0936\u093e\u0938\u0928, \u0938\u093e\u092e\u093e\u091c\u093f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093e, \u0930\u0915\u094d\u0937\u093e \u0930\u0938\u0926 \u090f\u091c\u0947\u0902\u0938\u0940 \u0914\u0930 \u091f\u094d\u0930\u0947\u091c\u0930\u0940 \u0935\u093f\u092d\u093e\u0917 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0935\u093f\u0935\u093f\u0927 \u0935\u093f\u092d\u093e\u0917\u094b\u0902 \u0928\u0947 \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0914\u0930 \u0905\u092a\u0928\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0914\u0930 \u0906\u0930\u092a\u0940\u090f \u0915\u094b \u0905\u092a\u0928\u093e\u092f\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u090f\u0964  <\/span><a href=\"https:\/\/www.actiac.org\/documents\/act-iac-white-paper-process-automation-product-survey\"><br \/>\n  <span style=\"font-weight: 400;\">\u0905\u092e\u0947\u0930\u093f\u0915\u0928 \u0915\u093e\u0909\u0902\u0938\u093f\u0932 \u092b\u0949\u0930 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u0914\u0930 \u0909\u0926\u094d\u092f\u094b\u0917 \u0938\u0932\u093e\u0939\u0915\u093e\u0930 \u092a\u0930\u093f\u0937\u0926 (\u090f\u0938\u0940\u091f\u0940-\u0906\u0908\u090f\u0938\u0940) \u0915\u093e \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u0932\u0917\u092d\u0917 \u090f\u0915 \u0926\u0930\u094d\u091c\u0928 \u0938\u0930\u0915\u093e\u0930\u0940 \u0938\u0902\u0917\u0920\u0928\u094b\u0902 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u090f\u0915 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0914\u0930 \u0932\u093e\u0917\u0924 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0938\u0930\u0915\u093e\u0930 \u092a\u0942\u0930\u0947 \u0938\u092e\u093e\u091c \u092a\u0930 \u090f\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u092d\u093e\u0935 \u0921\u093e\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0938\u0947\u0935\u093e\u090f\u0902 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u0914\u0930 \u0915\u0930\u094b\u0902 \u0915\u094b \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u092e\u0947\u0902 \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u094b \u0932\u093e\u0916\u094b\u0902 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u091c\u0940\u0935\u0928 \u0915\u094b \u092c\u0926\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u092f\u0939 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0905\u092a\u0928\u093e\u092f\u093e \u091c\u093e\u0928\u093e \u0909\u0928\u094d\u092e\u0942\u0932\u0928 \u0915\u0947 \u092e\u0939\u0924\u094d\u0935 \u092a\u0930 \u092a\u094d\u0930\u0915\u093e\u0936 \u0921\u093e\u0932\u0924\u093e \u0939\u0948<\/span> <a href=\"https:\/\/hbr.org\/2019\/10\/what-do-we-do-about-the-biases-in-ai\"><br \/>\n  <span style=\"font-weight: 400;\"> \u090f\u0906\u0908 \u092e\u0947\u0902 \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939,<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u0916\u093e\u0938\u0915\u0930 \u0905\u0917\u0930 \u0926\u0941\u0928\u093f\u092f\u093e \u092d\u0930 \u092e\u0947\u0902 \u0938\u0930\u0915\u093e\u0930\u0947\u0902 \u0928\u0940\u0924\u093f\u0917\u0924 \u0928\u093f\u0930\u094d\u0923\u092f\u094b\u0902 \u0915\u094b \u091a\u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"%E0%A4%85%E0%A4%82%E0%A4%A4%E0%A4%BF%E0%A4%AE_%E0%A4%B5%E0%A4%BF%E0%A4%9A%E0%A4%BE%E0%A4%B0\"><\/span><strong>\u0905\u0902\u0924\u093f\u092e \u0935\u093f\u091a\u093e\u0930<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56671\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/person-wondering-about-software-testing-1024x683.jpeg\" alt=\"\u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0915\u0941\u091b \u092d\u094d\u0930\u092e \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0928\u093e\" width=\"452\" height=\"301\"><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u092a\u0940\u090f \u0924\u0915\u0928\u0940\u0915 \u092a\u0930 \u090f\u0906\u0908 \u0915\u093e \u0917\u0939\u0930\u093e \u0905\u0938\u0930 \u092a\u0921\u093c\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0909\u092a\u0915\u0930\u0923 \u0915\u093e\u0930\u094d\u092f\u0938\u094d\u0925\u0932 \u0915\u0947 \u092d\u0940\u0924\u0930 \u092c\u0939\u0941\u0924 \u0938\u093e\u0930\u0947 \u0930\u091f\u0928\u0947 \u0914\u0930 \u0938\u093e\u0902\u0938\u093e\u0930\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0925\u0947\u0964 \u0939\u093e\u0932\u093e\u0902\u0915\u093f, \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0947 \u0932\u093f\u090f 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\u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u092f\u0939 \u0928\u0939\u0940\u0902 \u0939\u0948 \u0915\u093f \u092f\u0939 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0928\u093e \u092c\u0902\u0926 \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964 \u0939\u092e \u090f\u0915 \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0924\u0915\u0928\u0940\u0915\u0940 \u092e\u094b\u0921\u093c \u092a\u0930 \u0916\u0921\u093c\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932 \u0915\u0947 \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u092e\u0947\u0902 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65216,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"\u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 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