{"id":900,"date":"2026-07-22T19:01:50","date_gmt":"2026-07-22T15:01:50","guid":{"rendered":"https:\/\/freigo.kz\/?p=900"},"modified":"2026-08-04T12:52:23","modified_gmt":"2026-08-04T08:52:23","slug":"rogor-mushaobs-ai-logistikashi","status":"publish","type":"post","link":"https:\/\/freigo.kz\/en\/rogor-mushaobs-ai-logistikashi\/","title":{"rendered":"\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d3\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1"},"content":{"rendered":"\n<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d0\u10e6\u10d0\u10e0 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10e1 \u10d0\u10dc \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d5\u10d8\u10d6\u10e3\u10d0\u10da\u10e3\u10e0 \u10d3\u10d0\u10e4\u10d0\u10e1. \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0, \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0, \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0, \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0 \u10d3\u10d0 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>\u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e8\u10d8 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10e3\u10ec\u10d4\u10d5\u10e1 \u10d0\u10d7\u10dd\u10d1\u10d8\u10d7 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d7\u10d0\u10dc \u10d3\u10d0\u10e0\u10d4\u10d9\u10d5\u10d0, \u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10da\u10d8\u10d7 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10e3\u10e1\u10d8\u10e1 \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d0\u10d3 \u10d3\u10d0\u10d6\u10e3\u10e1\u10e2\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10ea\u10ee\u10e0\u10d8\u10da\u10e8\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10dc\u10d0\u10ee\u10d5\u10d0.<\/p>\n\n\n\n<p>AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0 \u10d0\u10db \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc \u10dc\u10d0\u10ec\u10d8\u10da\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0\u10d0\u10d3 \u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e1. \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da \u10d3\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1, \u10de\u10dd\u10e3\u10da\u10dd\u10d1\u10e1 \u10d9\u10d0\u10dc\u10dd\u10dc\u10d6\u10dd\u10db\u10d8\u10d4\u10e0\u10d4\u10d1\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10e3\u10e4\u10e0\u10dd \u10e1\u10ec\u10e0\u10d0\u10e4\u10d8, \u10d6\u10e3\u10e1\u10e2\u10d8 \u10d3\u10d0 \u10d4\u10d9\u10dd\u10dc\u10dd\u10db\u10d8\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10e6\u10d4\u10d1\u10d0\u10e8\u10d8. IBM-\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e8\u10d4\u10e1\u10e7\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10dd\u10de\u10d4\u10e0\u10d0\u10ea\u10d8\u10dd \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<p>\u10d0\u10db \u10e1\u10e2\u10d0\u10e2\u10d8\u10d0\u10e8\u10d8 \u10d2\u10d0\u10dc\u10d5\u10d8\u10ee\u10d8\u10da\u10d0\u10d5\u10d7:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e0\u10d0\u10e1 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 AI \u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d7\u10d0\u10d5\u10d8\u10d3\u10d0\u10dc \u10d0\u10ea\u10d8\u10da\u10d4\u10d1\u10d0\u10e8\u10d8<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 Live Tracking \u10d3\u10d0 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10d2\u10d0\u10dc\u10e1\u10ee\u10d5\u10d0\u10d5\u10d4\u10d1\u10d0\u10d0 \u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da \u10d3\u10d0 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e1 \u10e8\u10dd\u10e0\u10d8\u10e1<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 Freigo AI-\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d4\u10d1\u10da\u10d0\u10d3<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10d0 \u10d0\u10e0\u10d8\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8?<\/h2>\n\n\n\n<p>AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8\u10e1, \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10e3\u10e0\u10d8 \u10e1\u10ec\u10d0\u10d5\u10da\u10d4\u10d1\u10d8\u10e1, \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d0\u10d3\u10d2\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10d2\u10d4\u10d2\u10db\u10d0\u10d3, \u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10d0\u10d5\u10d0\u10d3 \u10d3\u10d0 \u10d2\u10d0\u10e1\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10da\u10d0\u10d3.<\/p>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d3\u10d4\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10e1 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10ec\u10e7\u10d0\u10e0\u10dd\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d4\u10d1\u10d8\u10ea\u10d0\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10ec\u10dd\u10dc\u10d0 \u10d3\u10d0 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10ec\u10d8\u10dc\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10d8\u10e1\u10ee\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10dd \u10e2\u10d0\u10e0\u10d8\u10e4\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10e1\u10d8\u10e0\u10d7\u10e3\u10da\u10d4<\/li>\n\n\n\n<li>\u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d8\u10e1 \u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10db\u10d8\u10dc\u10d3\u10d8<\/li>\n\n\n\n<li>\u10de\u10dd\u10e0\u10e2\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e1\u10e3\u10e0\u10d5\u10d4\u10da\u10d8 \u10d5\u10d0\u10d3\u10d0<\/li>\n\n\n\n<li>\u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>AI \u10d0\u10db \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d0\u10e0 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10e1. \u10db\u10d8\u10e1\u10d8 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10d3\u10d0\u10dc\u10d8\u10e8\u10dc\u10e3\u10da\u10d4\u10d1\u10d0\u10d0 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e8\u10d4\u10e5\u10db\u10dc\u10d0.<\/p>\n\n\n\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d8\u10e0\u10e9\u10d4\u10d5\u10d3\u10d4\u10d7, \u10e0\u10dd\u10db \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d8\u10d0\u10e4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0\u10e1 \u10d0\u10e0 \u10d0\u10d9\u10d4\u10d7\u10d4\u10d1\u10e1, \u10d7\u10e3\u10db\u10ea\u10d0 \u10ec\u10d8\u10dc\u10d0 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8\u10e1, \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d8\u10e1, \u10e2\u10e0\u10d0\u10dc\u10d6\u10d8\u10e2\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10d4\u10d1\u10d8\u10d7, \u10db\u10d8\u10e1\u10d8 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0 \u10db\u10d7\u10da\u10d8\u10d0\u10dc\u10dd\u10d1\u10d0\u10e8\u10d8 \u10e3\u10e4\u10e0\u10dd \u10db\u10dd\u10db\u10d2\u10d4\u10d1\u10d8\u10d0\u10dc\u10d8\u10d0.<\/p>\n\n\n\n<p>Oracle-\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10d2\u10d4\u10d2\u10db\u10d0\u10d3, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d8\u10e2\u10dd\u10e0\u10d8\u10dc\u10d2\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10d3 \u10d3\u10d0 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10e1\u10d0\u10eb\u10d4\u10d1\u10dc\u10d0\u10d3. (<a href=\"https:\/\/www.oracle.com\/nl\/scm\/ai-in-logistics\/\">oracle.com<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0?<\/h2>\n\n\n\n<p>AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0, \u10e0\u10dd\u10d2\u10dd\u10e0\u10ea \u10ec\u10d4\u10e1\u10d8, \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10d4\u10e2\u10d0\u10de\u10d0\u10d3 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10d0<\/h3>\n\n\n\n<p>\u10de\u10d8\u10e0\u10d5\u10d4\u10da \u10d4\u10e2\u10d0\u10de\u10d6\u10d4 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d8\u10e6\u10d4\u10d1\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10ee\u10d4\u10d1.<\/p>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e8\u10d8 \u10e3\u10d7\u10d8\u10d7\u10d4\u10d1\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e1\u10d0\u10d8\u10d3\u10d0\u10dc \u10e3\u10dc\u10d3\u10d0 \u10ec\u10d0\u10db\u10dd\u10d5\u10d8\u10d3\u10d4\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d3 \u10e3\u10dc\u10d3\u10d0 \u10db\u10d8\u10d5\u10d8\u10d3\u10d4\u10e1<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10e2\u10d8\u10de\u10d8\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10d0 \u10db\u10d8\u10e1\u10d8 \u10ec\u10dd\u10dc\u10d0 \u10d3\u10d0 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d0\u10d0 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d3\u10d8\u10e1 \u10e3\u10dc\u10d3\u10d0 \u10db\u10dd\u10ee\u10d3\u10d4\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10d5\u10d0\u10d3\u10d0\u10e8\u10d8 \u10e3\u10dc\u10d3\u10d0 \u10d3\u10d0\u10e1\u10e0\u10e3\u10da\u10d3\u10d4\u10e1 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10e0\u10d8\u10e1 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10e1\u10de\u10d4\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10db \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0\u10e3\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10dd\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10d1\u10d0\u10d6\u10d0\u10e1, \u10ec\u10d8\u10dc\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e1, \u10e2\u10d0\u10e0\u10d8\u10e4\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d7\u10d0\u10dc \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0<\/h3>\n\n\n\n<p>\u10e8\u10d4\u10db\u10d3\u10d4\u10d2 AI \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10d8\u10e1 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d4\u10e0\u10d7\u10db\u10d0\u10dc\u10d4\u10d7\u10e1 \u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10d3\u10d4\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10ee\u10e3\u10d7\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e4\u10d0\u10e1\u10e1<\/li>\n\n\n\n<li>\u10db\u10d0\u10d7 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d8\u10e1 \u10db\u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10da\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d6\u10d4 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10db\u10dd\u10e1\u10d0\u10da\u10dd\u10d3\u10dc\u10d4\u10da \u10e2\u10e0\u10d0\u10dc\u10d6\u10d8\u10e2\u10d8\u10e1 \u10d3\u10e0\u10dd\u10e1<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e1\u10de\u10d4\u10ea\u10d8\u10e4\u10d8\u10d9\u10d0\u10e1\u10d7\u10d0\u10dc \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10dd\u10d1\u10d0\u10e1<\/li>\n<\/ul>\n\n\n\n<p>\u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da\u10d8 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8\u10d7 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10ee\u10d4\u10da\u10d8\u10d7 \u10e3\u10ec\u10d4\u10d5\u10e1. AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d3\u10d8\u10d3\u10d8 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d8 \u10d1\u10d4\u10d5\u10e0\u10d0\u10d3 \u10db\u10dd\u10d9\u10da\u10d4 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d3\u10d0\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10d3\u10d0 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8 \u10d2\u10d0\u10dc\u10e1\u10ee\u10d5\u10d0\u10d5\u10d4\u10d1\u10d4\u10d1\u10d8 \u10d2\u10d0\u10db\u10dd\u10e7\u10dd\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d8\u10e1 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0<\/h3>\n\n\n\n<p>AI \u10e5\u10db\u10dc\u10d8\u10e1 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0\u10e1 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10db\u10d8\u10d6\u10dc\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7.<\/p>\n\n\n\n<p>\u10db\u10d8\u10d6\u10d0\u10dc\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d8\u10e7\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d3\u10d0\u10d1\u10d0\u10da\u10d8 \u10e4\u10d0\u10e1\u10d8<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d8 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10e1\u10d0\u10dc\u10d3\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d8\u10e1\u10ec\u10e0\u10d0\u10e4\u10d8\u10e1 \u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10d1\u10d0\u10da\u10d0\u10dc\u10e1\u10d8<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10e3\u10e1\u10d0\u10e4\u10e0\u10d7\u10ee\u10dd \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8<\/li>\n\n\n\n<li>\u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8\u10e1 \u10e4\u10d0\u10e0\u10d2\u10da\u10d4\u10d1\u10e8\u10d8 \u10d3\u10d0\u10e0\u10e9\u10d4\u10dc\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>\u10d0\u10db\u10d8\u10e2\u10dd\u10db AI-\u10d8\u10e1 \u10db\u10d8\u10d4\u10e0 \u10e8\u10d4\u10e0\u10e9\u10d4\u10e3\u10da\u10d8 \u201e\u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d8\u201c \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d8\u10d0\u10e4\u10d8 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1.<\/p>\n\n\n\n<p>\u10d7\u10e3 \u10d3\u10d0\u10d1\u10d0\u10da \u10e4\u10d0\u10e1\u10e1 \u10d0\u10e5\u10d5\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1, \u10d0\u10e0\u10d0\u10e1\u10d0\u10d9\u10db\u10d0\u10e0\u10d8\u10e1\u10d8 \u10d3\u10d0\u10d6\u10e6\u10d5\u10d4\u10d5\u10d8\u10e1 \u10d0\u10dc \u10d0\u10e0\u10d0\u10e1\u10d0\u10dc\u10d3\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8, \u10e3\u10e4\u10e0\u10dd \u10db\u10d0\u10e6\u10d0\u10da\u10d8 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10db\u10e5\u10dd\u10dc\u10d4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd\u10d3 \u10d1\u10d8\u10d6\u10dc\u10d4\u10e1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e3\u10e4\u10e0\u10dd \u10d4\u10d9\u10dd\u10dc\u10dd\u10db\u10d8\u10e3\u10e0\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d0\u10e6\u10db\u10dd\u10e9\u10dc\u10d3\u10d4\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10db\u10dd\u10dc\u10d8\u10e2\u10dd\u10e0\u10d8\u10dc\u10d2\u10d8<\/h3>\n\n\n\n<p>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 AI-\u10d8\u10e1 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d0 \u10d0\u10e0 \u10e1\u10e0\u10e3\u10da\u10d3\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d2\u10d0\u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10dd\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d8\u10e2\u10dd\u10e0\u10d8\u10dc\u10d2\u10d8 \u10d3\u10d0 \u10e8\u10d4\u10d0\u10d3\u10d0\u10e0\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d8\u10da\u10d8 \u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d8\u10da\u10d8 \u10d3\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10d3\u10d0 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10db\u10eb\u10e6\u10dd\u10da\u10d8\u10e1 \u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10d2\u10d0\u10e9\u10d4\u10e0\u10d4\u10d1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10dd\u10e1\u10d0\u10da\u10dd\u10d3\u10dc\u10d4\u10da\u10d8 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10d7\u10e3 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10e1 \u10e3\u10e9\u10d5\u10d4\u10e3\u10da\u10dd \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d0\u10e1 \u10d0\u10dc \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10d3\u10d0\u10dc \u10d2\u10d0\u10d3\u10d0\u10ee\u10d5\u10d4\u10d5\u10d0\u10e1, \u10db\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10d3\u10e0\u10dd\u10e3\u10da\u10d0\u10d3 \u10e8\u10d4\u10d0\u10e2\u10e7\u10dd\u10d1\u10d8\u10dc\u10dd\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8<\/h3>\n\n\n\n<p>\u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10d3\u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0 \u10d8\u10dc\u10d0\u10ee\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10db\u10dd\u10db\u10d0\u10d5\u10d0\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/p>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d3\u10d4\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d0\u10d3 \u10d6\u10e3\u10e1\u10e2\u10d0\u10d3 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d0\u10d3 \u10e8\u10d4\u10d8\u10ea\u10d5\u10d0\u10da\u10d0 \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10e4\u10d0\u10e1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8 \u10d3\u10e0\u10dd \u10d3\u10d0\u10e1\u10ed\u10d8\u10e0\u10d3\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d0\u10e1<\/li>\n\n\n\n<li>\u10d8\u10e7\u10dd \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d0\u10d3 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10de\u10d0\u10e1\u10e3\u10ee\u10dd\u10d1\u10d3\u10d0 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8<\/li>\n\n\n\n<li>\u10e8\u10d4\u10d8\u10e5\u10db\u10dc\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10dd\u10db\u10d4\u10da\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8 \u10d8\u10e7\u10dd \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10d0\u10e1\u10d4 \u10e7\u10dd\u10d5\u10d4\u10da\u10d8 \u10d0\u10ee\u10d0\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d0 \u10e5\u10db\u10dc\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10e1, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10db\u10dd\u10db\u10d3\u10d4\u10d5\u10dc\u10dd \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d5\u10d0\u10e1 \u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 AI \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1?<\/h2>\n\n\n\n<p>AI \u10ee\u10d0\u10e0\u10ef\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d3\u10d0\u10d1\u10d0\u10da\u10d8 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d8\u10d7 \u10d0\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d8 \u10e8\u10d4\u10d3\u10d2\u10d4\u10d1\u10d0 \u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8\u10e1\u10d2\u10d0\u10dc, \u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1\u10d2\u10d0\u10dc, \u10db\u10dd\u10da\u10dd\u10d3\u10d8\u10dc\u10d8\u10e1\u10d2\u10d0\u10dc, \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1\u10d2\u10d0\u10dc, \u10ee\u10d4\u10da\u10d8\u10d7 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1\u10d2\u10d0\u10dc, \u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1\u10d2\u10d0\u10dc \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10e1\u10d0\u10dd\u10de\u10d4\u10e0\u10d0\u10ea\u10d8\u10dd \u10d3\u10d0\u10dc\u10d0\u10d9\u10d0\u10e0\u10d2\u10d4\u10d1\u10d8\u10e1\u10d2\u10d0\u10dc.<\/p>\n\n\n\n<p>AI \u10d0\u10db \u10d9\u10dd\u10db\u10de\u10dd\u10dc\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10d2\u10d6\u10d8\u10d7 \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d8 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10dd\u10d1\u10e1 \u10db\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10dc\u10d0\u10ea\u10dc\u10dd\u10d1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d7\u10d0\u10dc. \u10d4\u10e1 \u10db\u10d0\u10e0\u10e2\u10d8\u10d5\u10d8\u10d0, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10d0\u10e0 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1, \u10e0\u10dd\u10db \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10d1\u10d0\u10d6\u10d0\u10e0\u10d6\u10d4 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da \u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10e4\u10d0\u10e1\u10e1 \u10d8\u10e6\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<p>AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d4\u10e0\u10d7\u10d3\u10e0\u10dd\u10e3\u10da\u10d0\u10d3 \u10e8\u10d4\u10d0\u10d3\u10d0\u10e0\u10dd\u10e1 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10d9\u10e0\u10d8\u10e2\u10d4\u10e0\u10d8\u10e3\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d4\u10d1\u10d8\u10ea\u10d0\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e4\u10d0\u10e1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10ec\u10d8\u10dc\u10d0 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10d8\u10e1\u10ee\u10d8<\/li>\n\n\n\n<li>\u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3, \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10e6\u10d0\u10e0 \u10d8\u10e6\u10d4\u10d1\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d4\u10e0\u10d7\u10d8 \u10e1\u10d0\u10e2\u10d4\u10da\u10d4\u10e4\u10dd\u10dc\u10dd \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc \u10de\u10d8\u10e0\u10d0\u10d3\u10d8 \u10d9\u10dd\u10dc\u10e2\u10d0\u10e5\u10e2\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7.<\/p>\n\n\n\n<p>IBM \u10d0\u10e6\u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1, \u10e0\u10dd\u10db AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10db\u10dd\u10db\u10ec\u10dd\u10d3\u10d4\u10d1\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8 \u10d3\u10d0 \u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0, \u10e0\u10d0\u10ea \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1 \u10d0\u10e0\u10d0\u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0\u10e8\u10d8 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0<\/h2>\n\n\n\n<p>\u10db\u10dd\u10d9\u10da\u10d4 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8 \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d8\u10d0\u10e4\u10d8 \u10d0\u10dc \u10e1\u10ec\u10e0\u10d0\u10e4\u10d8 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1.<\/p>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10dc\u10d8\u10e1\u10d0\u10e1 \u10d2\u10d0\u10d8\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d2\u10d6\u10d8\u10e1 \u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10dd\u10e1\u10d0\u10da\u10dd\u10d3\u10dc\u10d4\u10da\u10d8 \u10e1\u10d0\u10ea\u10dd\u10d1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d8\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10de\u10dd\u10e0\u10e2\u10d4\u10d1\u10e8\u10d8 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10db\u10d8\u10dc\u10d3\u10d8<\/li>\n\n\n\n<li>\u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10d0\u10dc\u10d8 \u10d2\u10d6\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10e1\u10d0\u10d5\u10d0\u10e0\u10d0\u10e3\u10d3\u10dd \u10db\u10dd\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10e4\u10d0\u10dc\u10ef\u10e0\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10d2\u10d6\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10d7\u10e3 \u10d4\u10e0\u10d7 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d6\u10d4 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10db\u10d0\u10e6\u10d0\u10da\u10d8 \u10e0\u10d8\u10e1\u10d9\u10d8\u10d0, AI-\u10db \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10e3\u10e4\u10e0\u10dd \u10d2\u10e0\u10eb\u10d4\u10da\u10d8, \u10db\u10d0\u10d2\u10e0\u10d0\u10db \u10e1\u10e2\u10d0\u10d1\u10d8\u10da\u10e3\u10e0\u10d8 \u10d2\u10d6\u10d0 \u10d2\u10d8\u10e0\u10e9\u10d8\u10dd\u10d7.<\/p>\n\n\n\n<p>\u10d0\u10e1\u10d4\u10d7\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10ee\u10d0\u10dc\u10d2\u10e0\u10eb\u10da\u10d8\u10d5\u10d8 \u10db\u10dd\u10ea\u10d3\u10d8\u10e1, \u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10d6\u10d4\u10d3\u10db\u10d4\u10e2\u10d8 \u10db\u10dd\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1, \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ef\u10d0\u10e0\u10d8\u10db\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10e1. Oracle-\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e2\u10e0\u10d0\u10e4\u10d8\u10d9\u10d8\u10e1, \u10d0\u10db\u10d8\u10dc\u10d3\u10d8\u10e1, \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10ec\u10d4\u10e0\u10e2\u10d8\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0 \u10e4\u10d0\u10e5\u10e2\u10dd\u10e0\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10d4\u10d1\u10d8\u10d7 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0, \u10e0\u10d0\u10ea \u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10db\u10dd\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e2\u10e0\u10d0\u10dc\u10d6\u10d8\u10e2\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1 \u10e3\u10ec\u10e7\u10dd\u10d1\u10e1 \u10ee\u10d4\u10da\u10e1. (<a href=\"https:\/\/www.oracle.com\/nl\/scm\/ai-in-logistics\/\">oracle.com<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10d0\u10e0\u10d0\u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10ee\u10d0\u10e0\u10ef\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d6\u10d4 \u10d7\u10d8\u10d7\u10dd\u10d4\u10e3\u10da\u10d8 \u10d6\u10d4\u10d3\u10db\u10d4\u10e2\u10d8 \u10d9\u10d8\u10da\u10dd\u10db\u10d4\u10e2\u10e0\u10d8 \u10d6\u10e0\u10d3\u10d8\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10e1<\/li>\n\n\n\n<li>\u10db\u10eb\u10e6\u10dd\u10da\u10d8\u10e1 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd \u10d3\u10e0\u10dd\u10e1<\/li>\n\n\n\n<li>\u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10ea\u10d5\u10d4\u10d7\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10dd\u10db\u10e1\u10d0\u10ee\u10e3\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10e1<\/li>\n<\/ul>\n\n\n\n<p>AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d5\u10d0 \u10ea\u10d3\u10d8\u10da\u10dd\u10d1\u10e1 \u10e8\u10d4\u10d0\u10db\u10ea\u10d8\u10e0\u10dd\u10e1 \u10d0\u10e0\u10d0\u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d2\u10d0\u10d3\u10d0\u10d0\u10d3\u10d2\u10d8\u10da\u10d4\u10d1\u10d0, \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10d9\u10d8\u10da\u10dd\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10d0\u10e0\u10d0\u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8 \u10d2\u10d0\u10e9\u10d4\u10e0\u10d4\u10d1\u10d4\u10d1\u10d8.<\/p>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e1 \u10d0\u10e1\u10d4\u10d5\u10d4 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d0 \u10d8\u10e1\u10d4 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10dd\u10e1, \u10e0\u10dd\u10db \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d0\u10db \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d8 \u10d2\u10d6\u10d0 \u10d2\u10d0\u10d8\u10d0\u10e0\u10dd\u10e1 \u10d3\u10d0 \u10d7\u10d8\u10d7\u10dd\u10d4\u10e3\u10da\u10d8 \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d0 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10da \u10d5\u10d0\u10d3\u10d0\u10e8\u10d8 \u10d3\u10d0\u10d0\u10e1\u10e0\u10e3\u10da\u10dd\u10e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u10dc\u10d0\u10ee\u10d4\u10d5\u10e0\u10d0\u10d3 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10d7\u10e3 \u10db\u10ea\u10d8\u10e0\u10d4 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10db\u10d7\u10d4\u10da \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10e1 \u10e5\u10d8\u10e0\u10d0\u10dd\u10d1\u10e1, \u10db\u10d0\u10e1 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10db\u10dd\u10e3\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10da\u10d8 \u10e1\u10d8\u10d5\u10e0\u10ea\u10d8\u10e1 \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ee\u10d3\u10d0\u10ea \u10db\u10dd\u10e3\u10ec\u10d8\u10dd\u10e1.<\/p>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10d7\u10d0\u10d5\u10e1\u10d4\u10d1\u10d0\u10d3\u10d8 \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>\u10d2\u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1\u10d0\u10e1 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10e7\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8<\/li>\n\n\n\n<li>\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d7\u10d0\u10e0\u10d8\u10e6\u10d8<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d5\u10d0\u10d3\u10d0<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d7\u10d0\u10d5\u10e1\u10d4\u10d1\u10d0\u10d3\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10e2\u10d4\u10d5\u10d0\u10d3\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10db\u10dd\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>\u10d4\u10e1 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8\u10d0 LTL, \u10dc\u10d0\u10ec\u10d8\u10da\u10dd\u10d1\u10e0\u10d8\u10d5\u10d8 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1.<\/p>\n\n\n\n<p>Freigo-\u10e1 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 Smart Algorithm-\u10e1 \u10ef\u10d2\u10e3\u10e4\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10e0\u10d0\u10d7\u10d0 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d3\u10d4\u10e1 \u10dc\u10d0\u10ee\u10d4\u10d5\u10e0\u10d0\u10d3 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d0 \u10d3\u10d0 \u10db\u10ea\u10d8\u10e0\u10d4 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d8. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10d3\u10d0\u10d1\u10e0\u10e3\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e4\u10d0\u10e1\u10d6\u10d4 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d2\u10d0\u10d5\u10da\u10d4\u10dc\u10d0\u10e1 \u10d0\u10ee\u10d3\u10d4\u10dc\u10e1 \u10d8\u10e1, \u10d4\u10e5\u10dc\u10d4\u10d1\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10db\u10d0\u10e1 \u10e3\u10d9\u10d0\u10dc \u10d3\u10d0\u10e1\u10d0\u10d1\u10e0\u10e3\u10dc\u10d4\u10d1\u10d4\u10da\u10d8 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8.<\/p>\n\n\n\n<p>\u10d7\u10e3 \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8 \u10d3\u10d0\u10dc\u10d8\u10e8\u10dc\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d3\u10d2\u10d8\u10da\u10d8\u10d3\u10d0\u10dc \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10d1\u10e0\u10e3\u10dc\u10d3\u10d4\u10d1\u10d0, \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0\u10d1\u10e0\u10e3\u10dc\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d8\u10ea \u10e1\u10d0\u10ec\u10e7\u10d8\u10e1 \u10e2\u10d0\u10e0\u10d8\u10e4\u10e8\u10d8 \u10e8\u10d4\u10d8\u10e2\u10d0\u10dc\u10dd\u10e1.<\/p>\n\n\n\n<p>AI \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e8\u10d4\u10d0\u10d3\u10d0\u10e0\u10dd\u10e1 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d8\u10de\u10dd\u10d5\u10dd\u10e1 \u10d3\u10d0\u10d1\u10e0\u10e3\u10dc\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d6\u10d0\u10d6\u10d4 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d8 \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10dd\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10e4\u10da\u10dd\u10d1\u10d4\u10da\u10d8 \u10d7\u10d0\u10d5\u10d8\u10e1\u10e3\u10e4\u10d0\u10da \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d7\u10d0\u10dc<\/li>\n\n\n\n<li>\u10e3\u10d9\u10d4\u10d7 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10dd\u10e1 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd\u10e1 \u10e1\u10e0\u10e3\u10da\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3, \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1 \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d8 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10d9\u10d8\u10da\u10dd\u10db\u10d4\u10e2\u10e0\u10d8 \u10d0\u10e5\u10d5\u10e1, \u10ee\u10dd\u10da\u10dd \u10d3\u10d0\u10db\u10d9\u10d5\u10d4\u10d7\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd\u10d0 \u10e3\u10e4\u10e0\u10dd \u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8 \u10e8\u10d4\u10e1\u10d7\u10d0\u10d5\u10d0\u10d6\u10dd\u10dc.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0<\/h2>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10eb\u10d5\u10d8\u10e0\u10d8 \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d0 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d0\u10e0\u10d0 \u10d7\u10d0\u10d5\u10d3\u10d0\u10de\u10d8\u10e0\u10d5\u10d4\u10da\u10d8 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d2\u10d0\u10e3\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10d4\u10d1\u10d4\u10da\u10d8 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d0\u10d0.<\/p>\n\n\n\n<p>\u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0\u10db \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10ec\u10d0\u10e0\u10db\u10dd\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e9\u10d4\u10e0\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10e8\u10d8 \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10ea\u10d8\u10d8\u10e1 \u10d3\u10d4\u10e4\u10d8\u10ea\u10d8\u10e2\u10d8<\/li>\n\n\n\n<li>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1 \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10de\u10dd\u10e0\u10e2\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d3\u10d4\u10db\u10e3\u10e0\u10d0\u10df\u10d8 \u10d3\u10d0 \u10d3\u10d4\u10e2\u10d4\u10dc\u10e8\u10d4\u10dc\u10d8<\/li>\n\n\n\n<li>\u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e2\u10d4\u10e5\u10dc\u10d8\u10d9\u10d8\u10e1 \u10e3\u10db\u10dd\u10e5\u10db\u10d4\u10d3\u10dd \u10db\u10dd\u10ea\u10d3\u10d0<\/li>\n\n\n\n<li>\u10d9\u10dd\u10dc\u10e2\u10e0\u10d0\u10e5\u10e2\u10d8\u10d7 \u10d2\u10d0\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10ef\u10d0\u10e0\u10d8\u10db\u10d0<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10e3\u10d3\u10d4\u10d1\u10d4\u10da\u10d8 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10e1 \u10d3\u10d0\u10e5\u10d8\u10e0\u10d0\u10d5\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e8\u10d8 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d8\u10e1 \u10dc\u10d8\u10e8\u10dc\u10d4\u10d1\u10d8 \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d8\u10dc\u10dd\u10e1 \u10d3\u10d0 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10db\u10d0\u10dc\u10d0\u10db\u10d3\u10d4 \u10d0\u10ea\u10dc\u10dd\u10d1\u10dd\u10e1, \u10e1\u10d0\u10dc\u10d0\u10db \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d0 \u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10e3\u10da\u10d8 \u10d2\u10d0\u10ee\u10d3\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d0\u10d3 \u10d0\u10d9\u10d5\u10d8\u10e0\u10d3\u10d4\u10d1\u10dd\u10d3\u10dc\u10d4\u10dc \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10de\u10d8\u10e0\u10dd\u10d1\u10d4\u10d1\u10e1, \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d6\u10d4 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10e1. \u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d8\u10e1\u10d0\u10e1 \u10db\u10d0\u10d7 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d0\u10dc \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-agents-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d8<\/h2>\n\n\n\n<p>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d2\u10d4\u10d1\u10d0\u10d3 \u10db\u10eb\u10e6\u10dd\u10da\u10d7\u10d0\u10dc \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d0\u10d3 \u10d3\u10d0\u10e0\u10d4\u10d9\u10d5\u10d0 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d8\u10d0 \u10d3\u10d0 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d6\u10e3\u10e1\u10e2 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10e1\u10d0\u10ea \u10d5\u10d4\u10e0 \u10e3\u10d6\u10e0\u10e3\u10dc\u10d5\u10d4\u10da\u10e7\u10dd\u10e4\u10e1.<\/p>\n\n\n\n<p>Live Tracking-\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d8\u10d7 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d3\u10d0\u10d8\u10dc\u10d0\u10ee\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e1\u10d0\u10d3 \u10d8\u10db\u10e7\u10dd\u10e4\u10d4\u10d1\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10d4\u10e2\u10d0\u10de\u10d6\u10d4\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d0<\/li>\n\n\n\n<li>\u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8 \u10d2\u10d6\u10d0 \u10d3\u10d0\u10e0\u10e9\u10d0<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0\u10d8\u10d0 \u10db\u10dd\u10e1\u10d0\u10da\u10dd\u10d3\u10dc\u10d4\u10da\u10d8 \u10e9\u10d0\u10e1\u10d5\u10da\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10db\u10dd\u10ee\u10d3\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10d3\u10d0\u10dc \u10d2\u10d0\u10d3\u10d0\u10ee\u10d5\u10d4\u10d5\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d3\u10d0\u10e1\u10e2\u10e3\u10e0\u10d3\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>\u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10ee\u10d8\u10da\u10d5\u10d0\u10d3\u10dd\u10d1\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1 \u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8, \u10d2\u10d0\u10e7\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10d2\u10e3\u10dc\u10d3\u10d8 \u10d3\u10d0 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d4\u10d1\u10d8 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d2\u10d0\u10d0\u10e4\u10e0\u10d7\u10ee\u10d8\u10da\u10dd\u10e1.<\/p>\n\n\n\n<p>Freigo-\u10e1 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10dd\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10e3\u10e1\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8, \u10d0\u10d3\u10db\u10d8\u10dc\u10d8\u10e1\u10e2\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10de\u10d0\u10dc\u10d4\u10da\u10d8\u10d3\u10d0\u10dc \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d0\u10e1 \u10d8\u10eb\u10da\u10d4\u10d5\u10d0. \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0\u10d6\u10d4 \u10d0\u10e1\u10d4\u10d5\u10d4 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0\u10db\u10d0\u10d3\u10d0\u10e1\u10e2\u10e3\u10e0\u10d4\u10d1\u10d4\u10da\u10d8 \u10e4\u10dd\u10e2\u10dd\u10d4\u10d1\u10d8\u10e1 \u10dc\u10d0\u10ee\u10d5\u10d0. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10d2\u10e1\u10e3\u10e0\u10d7 \u10d2\u10d0\u10d8\u10d2\u10dd\u10d7, \u10e1\u10d0\u10d3 \u10d9\u10d0\u10e0\u10d2\u10d0\u10d5\u10e1 \u10d7\u10e5\u10d5\u10d4\u10dc\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0 \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10e1?<\/h2>\n\n\n\n<p>Freigo-\u10e1 \u10d2\u10e3\u10dc\u10d3\u10d7\u10d0\u10dc \u10e1\u10d0\u10d9\u10dd\u10dc\u10e1\u10e3\u10da\u10e2\u10d0\u10ea\u10d8\u10dd \u10e8\u10d4\u10ee\u10d5\u10d4\u10d3\u10e0\u10d0\u10d6\u10d4 \u10e8\u10d4\u10d2\u10d8\u10eb\u10da\u10d8\u10d0\u10d7 \u10d2\u10d0\u10dc\u10d8\u10ee\u10d8\u10da\u10dd\u10d7:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d7\u10e5\u10d5\u10d4\u10dc\u10d8 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3\u10d8 \u10e1\u10d0\u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10dd \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8<\/li>\n\n\n\n<li>\u10ee\u10d4\u10da\u10d8\u10d7 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10db\u10ec\u10d5\u10d4\u10d5\u10d8 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>LTL \u10d3\u10d0 FTL \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>Live Tracking-\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0<\/li>\n\n\n\n<li>\u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8<\/li>\n<\/ul>\n\n\n\n<p><strong><a href=\"https:\/\/calendly.com\/freigo-ge\/30min\">[\u10d3\u10d0\u10ef\u10d0\u10d5\u10e8\u10dc\u10d4\u10d7 \u10e1\u10d0\u10d9\u10dd\u10dc\u10e1\u10e3\u10da\u10e2\u10d0\u10ea\u10d8\u10dd \u10e8\u10d4\u10ee\u10d5\u10d4\u10d3\u10e0\u10d0 Freigo-\u10e1\u10d7\u10d0\u10dc]<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u10db\u10dd\u10da\u10dd\u10d3\u10d8\u10dc\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10dd\u10ea\u10d3\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10db\u10dd\u10ea\u10d3\u10d0 \u10de\u10d8\u10e0\u10d3\u10d0\u10de\u10d8\u10e0 \u10d6\u10e0\u10d3\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d0\u10e1.<\/p>\n\n\n\n<p>\u10db\u10dd\u10ea\u10d3\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10ec\u10d0\u10e0\u10db\u10dd\u10d8\u10e8\u10d5\u10d0\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d0\u10d3\u10d2\u10d8\u10da\u10d8\u10e1 \u10db\u10dd\u10e3\u10db\u10d6\u10d0\u10d3\u10d4\u10d1\u10da\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n\n\n\n<li>\u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d8 \u10db\u10d8\u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e0\u10e5\u10dd\u10dc\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10db\u10dd\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d8 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d5\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d6\u10e6\u10d5\u10d0\u10e0\u10d6\u10d4 \u10d0\u10dc \u10de\u10dd\u10e0\u10e2\u10e8\u10d8 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd<\/li>\n<\/ul>\n\n\n\n<p>AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10ec\u10d8\u10dc\u10d0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d6\u10d4 \u10d2\u10d0\u10db\u10dd\u10d0\u10d5\u10da\u10d8\u10dc\u10dd\u10e1, \u10e0\u10dd\u10db\u10d4\u10da \u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10e8\u10d8, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10e1\u10d0 \u10d0\u10dc \u10e1\u10d0\u10d0\u10d7\u10d4\u10d1\u10e8\u10d8\u10d0 \u10db\u10dd\u10ea\u10d3\u10d8\u10e1 \u10db\u10d4\u10e2\u10d8 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0.<\/p>\n\n\n\n<p>\u10d0\u10db\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e8\u10d4\u10ea\u10d5\u10d0\u10da\u10dd\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10db\u10dd\u10d0\u10db\u10d6\u10d0\u10d3\u10dd\u10e1 \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e8\u10d4\u10d0\u10d7\u10d0\u10dc\u10ee\u10db\u10dd\u10e1 \u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10e4\u10d0\u10dc\u10ef\u10d0\u10e0\u10d0<\/li>\n\n\n\n<li>\u10e1\u10ee\u10d5\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8 \u10e8\u10d4\u10d0\u10e0\u10e9\u10d8\u10dd\u10e1<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d8 \u10e0\u10d4\u10e1\u10e3\u10e0\u10e1\u10d8 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d2\u10d0\u10db\u10dd\u10e7\u10dd\u10e1<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u10d0\u10d3\u10db\u10d8\u10dc\u10d8\u10e1\u10e2\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/h2>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d4\u10d1\u10d8 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc \u10d3\u10e0\u10dd\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d0\u10d5\u10d4\u10dc \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10e6\u10d4\u10d1\u10d0\u10d6\u10d4, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d2\u10d0\u10dc\u10db\u10d4\u10dd\u10e0\u10d4\u10d1\u10d8\u10d7 \u10d3\u10d0\u10d5\u10d0\u10da\u10d4\u10d1\u10d4\u10d1\u10d6\u10d4.<\/p>\n\n\n\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10e1 \u10d2\u10d0\u10d2\u10d6\u10d0\u10d5\u10dc\u10d0<\/li>\n\n\n\n<li>\u10de\u10d0\u10e1\u10e3\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10ea\u10ee\u10e0\u10d8\u10da\u10e8\u10d8 \u10e8\u10d4\u10e2\u10d0\u10dc\u10d0<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10e3\u10e1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d8\u10e0\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10dd\u10ec\u10db\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10db\u10d6\u10d0\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10d3\u10d0\u10e1\u10e2\u10e3\u10e0\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10db\u10e1\u10d2\u10d0\u10d5\u10e1\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10dc\u10d0\u10ec\u10d8\u10da\u10d8\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0, \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d8\u10d3\u10d0\u10dc \u10e8\u10d4\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e3\u10d9\u10d5\u10d4 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>IBM-\u10d8\u10e1 \u10d2\u10d0\u10dc\u10db\u10d0\u10e0\u10e2\u10d4\u10d1\u10d8\u10d7, AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d4\u10dc \u10d2\u10d0\u10dc\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10e3\u10da\u10d8 \u10db\u10d8\u10d6\u10dc\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e4\u10d0\u10e0\u10d2\u10da\u10d4\u10d1\u10e8\u10d8, \u10d0\u10d9\u10d5\u10d8\u10e0\u10d3\u10d4\u10d1\u10d8\u10d0\u10dc \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10e1, \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d4\u10dc \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10e1\u10d7\u10d0\u10d5\u10d0\u10d6\u10dd\u10d1\u10d4\u10dc \u10d0\u10dc \u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d4\u10dc \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10db\u10dd\u10e5\u10db\u10d4\u10d3\u10d4\u10d1\u10d4\u10d1\u10e1. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-agents-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d0\u10d2\u10e0\u10eb\u10d4\u10da\u10d4\u10d1\u10d4\u10dc \u10d4\u10e0\u10d7\u10e1\u10d0 \u10d3\u10d0 \u10d8\u10db\u10d0\u10d5\u10d4 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d7\u10d0\u10dc \u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10dd\u10d1\u10d0\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d8\u10db\u10d8\u10e2\u10dd\u10db, \u10e0\u10dd\u10db \u10db\u10d0\u10e1\u10d7\u10d0\u10dc \u10d3\u10d8\u10d3\u10d8 \u10ee\u10d0\u10dc\u10d8\u10d0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10d4\u10dc.<\/p>\n\n\n\n<p>\u10d7\u10e3\u10db\u10ea\u10d0 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10dc\u10d0\u10ee\u10d5\u10d0.<\/p>\n\n\n\n<p>AI \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e8\u10d4\u10d0\u10d3\u10d0\u10e0\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d3\u10e0\u10dd\u10e3\u10da\u10d0\u10d3 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d0\u10dd\u10d3\u10d4\u10dc\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10e1 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10ee\u10e8\u10d8\u10e0\u10d4<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d6\u10d8\u10d0\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d9\u10dd\u10db\u10e3\u10dc\u10d8\u10d9\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e1\u10d8\u10e1\u10ec\u10e0\u10d0\u10e4\u10d4<\/li>\n\n\n\n<li>\u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d6\u10d4 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d8\u10da\u10d8 \u10d3\u10d0 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0\u10d8 \u10e2\u10e0\u10d0\u10dc\u10d6\u10d8\u10e2\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>\u10d0\u10db\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0 \u10ee\u10d4\u10d3\u10d0\u10d5\u10e1, \u10e0\u10dd\u10db\u10d4\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 \u10e1\u10e2\u10d0\u10d1\u10d8\u10da\u10e3\u10e0\u10d0\u10d3 \u10d3\u10d0 \u10e0\u10dd\u10db\u10d4\u10da\u10d8 \u10e5\u10db\u10dc\u10d8\u10e1 \u10e4\u10d0\u10e0\u10e3\u10da \u10e1\u10d0\u10dd\u10de\u10d4\u10e0\u10d0\u10ea\u10d8\u10dd \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u10e3\u10e4\u10e0\u10dd \u10d6\u10e3\u10e1\u10e2\u10d8 \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10d5\u10d0 \u10e0\u10d7\u10e3\u10da\u10d8\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10e2\u10d0\u10e0\u10d8\u10e4\u10d4\u10d1\u10d8, \u10e1\u10d4\u10d6\u10dd\u10dc\u10e3\u10e0\u10d8 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10db\u10d3\u10d2\u10dd\u10db\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0 \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d0\u10d3 \u10d8\u10ea\u10d5\u10da\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10ec\u10d8\u10dc\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e4\u10e3\u10eb\u10d5\u10d4\u10da\u10d6\u10d4 \u10d0\u10e9\u10d5\u10d4\u10dc\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10dd \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10e1 \u10e1\u10d4\u10d6\u10dd\u10dc\u10e3\u10e0\u10d8 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10eb\u10d5\u10d8\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d0\u10e5\u10e2\u10d8\u10e3\u10e0\u10d8 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8\u10d3\u10d0\u10dc \u10d2\u10d0\u10d3\u10d0\u10ee\u10e0\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10dd\u10db\u10d0\u10d5\u10d0\u10da\u10d8 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10d8\u10e1 \u10e1\u10d0\u10d5\u10d0\u10e0\u10d0\u10e3\u10d3\u10dd \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d0<\/li>\n<\/ul>\n\n\n\n<p>\u10d4\u10e1 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10e3\u10e4\u10e0\u10dd \u10e0\u10d4\u10d0\u10da\u10d8\u10e1\u10e2\u10e3\u10e0\u10d0\u10d3 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10dd\u10e1 \u10e1\u10d0\u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10dd \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8 \u10d3\u10d0 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d3\u10d0\u10d8\u10dc\u10d0\u10ee\u10dd\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10d6\u10e0\u10d3\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8.<\/p>\n\n\n\n<p>\u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3\u10d8 AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da \u10d3\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d4\u10dc \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10e1, \u10d1\u10d0\u10d6\u10e0\u10d8\u10e1 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10da\u10d0\u10d3. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10e8\u10d8 \u10e8\u10d4\u10ea\u10d3\u10dd\u10db\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p>\u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10e8\u10d4\u10e2\u10d0\u10dc\u10d8\u10da\u10db\u10d0 \u10db\u10d8\u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10db\u10d0, \u10ec\u10dd\u10dc\u10d0\u10db, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e2\u10d8\u10de\u10db\u10d0 \u10d0\u10dc \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d8\u10e1 \u10dc\u10dd\u10db\u10d4\u10e0\u10db\u10d0 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10ec\u10d5\u10d8\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10e1 \u10ea\u10d5\u10da\u10d8\u10da\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d6\u10e6\u10d5\u10d0\u10e0\u10d6\u10d4 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d8\u10e1 \u10ee\u10d4\u10da\u10d0\u10ee\u10da\u10d0 \u10db\u10dd\u10db\u10d6\u10d0\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ef\u10d0\u10e0\u10d8\u10db\u10d0<\/li>\n<\/ul>\n\n\n\n<p>AI \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10dd\u10d3\u10d4\u10e1 \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d4\u10d1\u10d8\u10d3\u10d0\u10dc \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d0\u10db\u10dd\u10e1\u10d0\u10e6\u10d4\u10d1\u10d0\u10d3, \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d4\u10e0\u10d7\u10db\u10d0\u10dc\u10d4\u10d7\u10d7\u10d0\u10dc \u10e8\u10d4\u10e1\u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10da\u10d0\u10d3 \u10d3\u10d0 \u10e1\u10d0\u10d4\u10ed\u10d5\u10dd \u10d2\u10d0\u10dc\u10e1\u10ee\u10d5\u10d0\u10d5\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e1\u10d0\u10e9\u10d4\u10dc\u10d0\u10d3.<\/p>\n\n\n\n<p>\u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3, \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10db \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0\u10d0\u10e4\u10d8\u10e5\u10e1\u10d8\u10e0\u10dd\u10e1, \u10e0\u10dd\u10db \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d0\u10e8\u10d8 \u10db\u10d8\u10d7\u10d8\u10d7\u10d4\u10d1\u10e3\u10da\u10d8 \u10ec\u10dd\u10dc\u10d0 \u10d0\u10e0 \u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0 \u10d8\u10dc\u10d5\u10dd\u10d8\u10e1\u10e8\u10d8 \u10d0\u10dc Packing List-\u10e8\u10d8 \u10d0\u10e0\u10e1\u10d4\u10d1\u10e3\u10da \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10e1.<\/p>\n\n\n\n<p>IBM-\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e4\u10d8\u10d6\u10d8\u10d9\u10e3\u10e0\u10d8 \u10e1\u10d0\u10e5\u10dd\u10dc\u10da\u10d8\u10e1 \u10d3\u10dd\u10d9\u10e3\u10db\u10d4\u10dc\u10e2\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10d4\u10e2\u10d0\u10de\u10d6\u10d4 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10e3\u10d0\u10da\u10e3\u10e0\u10d0\u10d3 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0 \u10d3\u10d0 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8<\/th><th>\u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da\u10d8 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8<\/th><th>AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10d4\u10d7\u10dd\u10d3\u10d8<\/th><\/tr><\/thead><tbody><tr><td>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d0<\/td><td>\u10d6\u10d0\u10e0\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10de\u10d8\u10e0\u10d0\u10d3\u10d8 \u10d9\u10dd\u10dc\u10e2\u10d0\u10e5\u10e2\u10d4\u10d1\u10d8<\/td><td>\u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0\u10d8 Smart Matching<\/td><\/tr><tr><td>\u10e4\u10d0\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0<\/td><td>\u10d4\u10da\u10e4\u10dd\u10e1\u10e2\u10d0 \u10d3\u10d0 Excel \u10ea\u10ee\u10e0\u10d8\u10da\u10d4\u10d1\u10d8<\/td><td>\u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0\u10d8 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d8<\/td><\/tr><tr><td>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0<\/td><td>\u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e1\u10e2\u10d0\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10d2\u10d4\u10d2\u10db\u10d0<\/td><td>\u10db\u10e0\u10d0\u10d5\u10d0\u10da \u10e4\u10d0\u10e5\u10e2\u10dd\u10e0\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/td><\/tr><tr><td>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d8<\/td><td>\u10db\u10eb\u10e6\u10dd\u10da\u10d7\u10d0\u10dc \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e3\u10da\u10d8 \u10d3\u10d0\u10e0\u10d4\u10d9\u10d5\u10d0<\/td><td>Live Tracking<\/td><\/tr><tr><td>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0<\/td><td>\u10de\u10e0\u10dd\u10d1\u10da\u10d4\u10db\u10d8\u10e1 \u10ec\u10d0\u10e0\u10db\u10dd\u10e8\u10dd\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2<\/td><td>\u10d0\u10d3\u10e0\u10d4\u10e3\u10da\u10d8 \u10d2\u10d0\u10e4\u10e0\u10d7\u10ee\u10d8\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8<\/td><\/tr><tr><td>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0<\/td><td>\u10de\u10d8\u10e0\u10d0\u10d3\u10d8 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0<\/td><td>\u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8<\/td><\/tr><tr><td>\u10d0\u10dc\u10d2\u10d0\u10e0\u10d8\u10e8\u10d2\u10d4\u10d1\u10d0<\/td><td>\u10ee\u10d4\u10da\u10d8\u10d7 \u10db\u10dd\u10db\u10d6\u10d0\u10d3\u10d4\u10d1\u10e3\u10da\u10d8 \u10ea\u10ee\u10e0\u10d8\u10da\u10d4\u10d1\u10d8<\/td><td>\u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0\u10d8 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d8\u10e1 \u10d3\u10d0\u10e4\u10d0<\/td><\/tr><tr><td>\u10ee\u10d0\u10e0\u10ef\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/td><td>\u10e4\u10d0\u10e1\u10d6\u10d4 \u10db\u10dd\u10da\u10d0\u10de\u10d0\u10e0\u10d0\u10d9\u10d4\u10d1\u10d0<\/td><td>\u10e1\u10e0\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/td><\/tr><tr><td>\u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10e6\u10d4\u10d1\u10d0<\/td><td>\u10e8\u10d4\u10d6\u10e6\u10e3\u10d3\u10e3\u10da\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0<\/td><td>\u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10d3\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8<\/td><\/tr><tr><td>\u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10d3\u10e0\u10dd<\/td><td>\u10e0\u10e3\u10e2\u10d8\u10dc\u10e3\u10da\u10d8 \u10d3\u10d0\u10d5\u10d0\u10da\u10d4\u10d1\u10d4\u10d1\u10d8<\/td><td>\u10db\u10d4\u10e2\u10d8 \u10d3\u10e0\u10dd \u10e1\u10e2\u10e0\u10d0\u10e2\u10d4\u10d2\u10d8\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1\u10d7\u10d5\u10d8\u10e1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0 \u10e1\u10d8\u10e2\u10e3\u10d0\u10ea\u10d8\u10d0\u10e8\u10d8?<\/h2>\n\n\n\n<p>\u10ec\u10d0\u10e0\u10db\u10dd\u10d5\u10d8\u10d3\u10d2\u10d8\u10dc\u10dd\u10d7, \u10e0\u10dd\u10db \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8 \u10d7\u10e3\u10e0\u10e5\u10d4\u10d7\u10d8\u10d3\u10d0\u10dc \u10e1\u10d0\u10e5\u10d0\u10e0\u10d7\u10d5\u10d4\u10da\u10dd\u10e8\u10d8 \u10e3\u10dc\u10d3\u10d0 \u10ec\u10d0\u10db\u10dd\u10d8\u10e6\u10dd\u10e1.<\/p>\n\n\n\n<p>\u10e2\u10e0\u10d0\u10d3\u10d8\u10ea\u10d8\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10d7 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u10e3\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1<\/li>\n\n\n\n<li>\u10d4\u10da\u10dd\u10d3\u10d4\u10d1\u10d0 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10ee\u10d4\u10da\u10d8\u10d7 \u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10e1 \u10e4\u10d0\u10e1\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10d0\u10db\u10dd\u10ec\u10db\u10d4\u10d1\u10e1 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d8\u10e1\u10d0\u10e1 \u10db\u10eb\u10e6\u10dd\u10da\u10e1 \u10de\u10d4\u10e0\u10d8\u10dd\u10d3\u10e3\u10da\u10d0\u10d3 \u10e3\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10d5\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d0\u10e1 \u10d7\u10d0\u10d5\u10d8\u10d3\u10d0\u10dc \u10d8\u10ec\u10e7\u10d4\u10d1\u10e1<\/li>\n<\/ol>\n\n\n\n<p>AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e8\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10d0\u10e1\u10d4 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10e3\u10e0\u10d4\u10d1\u10dd\u10d3\u10d4\u10e1:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10e3\u10d7\u10d8\u10d7\u10d4\u10d1\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10de\u10dd\u10e3\u10da\u10dd\u10d1\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>AI \u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10e1 \u10e4\u10d0\u10e1\u10e1, \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d0\u10e1, \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10e2\u10d8\u10de\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10e1<\/li>\n\n\n\n<li>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10e9\u10d5\u10d4\u10dc\u10d4\u10d1\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0 \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e0\u10e9\u10d4\u10e3\u10da\u10d8 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d3\u10d8\u10e1 Live Tracking-\u10e8\u10d8<\/li>\n\n\n\n<li>AI \u10d0\u10d9\u10d5\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd\u10e1<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10d3\u10e0\u10dd\u10e3\u10da \u10d2\u10d0\u10e4\u10e0\u10d7\u10ee\u10d8\u10da\u10d4\u10d1\u10d0\u10e1 \u10d8\u10e6\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10d3\u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8 \u10d8\u10dc\u10d0\u10ee\u10d4\u10d1\u10d0 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1<\/li>\n<\/ol>\n\n\n\n<p>\u10d0\u10e1\u10d4\u10d7\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e4\u10d0\u10e1\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd \u10d3\u10e0\u10dd\u10e1, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d0\u10e0\u10d0\u10e1\u10ec\u10dd\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10da\u10d1\u10d0\u10d7\u10dd\u10d1\u10d0\u10e1\u10d0\u10ea.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 AI \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e2\u10d8\u10de\u10d8\u10e1 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u10d8\u10db\u10de\u10dd\u10e0\u10e2\u10d8\u10dd\u10e0\u10d4\u10d1\u10e1<\/h3>\n\n\n\n<p>AI \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d8\u10db\u10de\u10dd\u10e0\u10e2\u10d8\u10dd\u10e0\u10d4\u10d1\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e8\u10d4\u10d0\u10d3\u10d0\u10e0\u10dd\u10dc \u10e1\u10d0\u10d4\u10e0\u10d7\u10d0\u10e8\u10dd\u10e0\u10d8\u10e1\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d0\u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10dd\u10dc \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e9\u10d0\u10db\u10dd\u10e1\u10d5\u10da\u10d0<\/li>\n\n\n\n<li>\u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10dd\u10dc \u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8\u10e1 \u10e0\u10d4\u10e1\u10e3\u10e0\u10e1\u10d8<\/li>\n\n\n\n<li>\u10d7\u10d0\u10d5\u10d8\u10d3\u10d0\u10dc \u10d0\u10d8\u10ea\u10d8\u10da\u10dd\u10dc \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0\u10e1\u10d7\u10d0\u10dc \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10d3\u10d0\u10dc\u10d0\u10d9\u10d0\u10e0\u10d2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10dd\u10dc \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10e5\u10d5\u10d4\u10e7\u10dc\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u10d4\u10e5\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10dd\u10e0\u10d4\u10d1\u10e1<\/h3>\n\n\n\n<p>\u10d4\u10e5\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10dd\u10e0\u10d4\u10d1\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10dc\u10d8\u10e8\u10d5\u10dc\u10d4\u10da\u10dd\u10d5\u10d0\u10dc\u10d8\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d5\u10d0\u10d3\u10d8\u10e1 \u10d3\u10d0\u10ea\u10d5\u10d0<\/li>\n\n\n\n<li>\u10d9\u10dd\u10dc\u10d9\u10e3\u10e0\u10d4\u10dc\u10e2\u10e3\u10da\u10d8 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d4\u10e0\u10d7\u10d0\u10e8\u10dd\u10e0\u10d8\u10e1\u10dd \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0<\/li>\n\n\n\n<li>\u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d6\u10e3\u10e1\u10e2\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e1\u10d0\u10d8\u10db\u10d4\u10d3\u10dd \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0<\/li>\n<\/ul>\n\n\n\n<p>AI \u10d0\u10db \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10e1 \u10d3\u10d0 \u10e3\u10e4\u10e0\u10dd \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d0\u10d3\u10e1 \u10ee\u10d3\u10d8\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e1\u10d0\u10ea\u10d0\u10da\u10dd \u10d3\u10d0 \u10e1\u10d0\u10d3\u10d8\u10e1\u10e2\u10e0\u10d8\u10d1\u10e3\u10ea\u10d8\u10dd \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1<\/h3>\n\n\n\n<p>\u10d0\u10e1\u10d4\u10d7\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10d8 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10db\u10d0\u10e0\u10d7\u10d0\u10d5\u10d4\u10dc \u10db\u10e0\u10d0\u10d5\u10d0\u10da \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10ee\u10d5\u10d0\u10d3\u10d0\u10e1\u10ee\u10d5\u10d0 \u10db\u10d8\u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10e1.<\/p>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10ef\u10d2\u10e3\u10e4\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d2\u10d0\u10e9\u10d4\u10e0\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d7\u10d0\u10dc\u10db\u10d8\u10db\u10d3\u10d4\u10d5\u10e0\u10dd\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/li>\n\n\n\n<li>\u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1 \u10d2\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d4\u10d1\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d8\u10e1 \u10d7\u10d8\u10d7\u10dd\u10d4\u10e3\u10da \u10de\u10e0\u10dd\u10d3\u10e3\u10e5\u10e2\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d0\u10d6\u10d4 \u10d2\u10d0\u10dc\u10d0\u10ec\u10d8\u10da\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u10db\u10ec\u10d0\u10e0\u10db\u10dd\u10d4\u10d1\u10da\u10d4\u10d1\u10e1<\/h3>\n\n\n\n<p>\u10db\u10ec\u10d0\u10e0\u10db\u10dd\u10d4\u10d1\u10da\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0\u10db \u10e8\u10d4\u10d8\u10eb\u10da\u10d4\u10d1\u10d0 \u10e1\u10d0\u10ec\u10d0\u10e0\u10db\u10dd\u10dd \u10ee\u10d0\u10d6\u10d8 \u10d2\u10d0\u10d0\u10e9\u10d4\u10e0\u10dd\u10e1.<\/p>\n\n\n\n<p>AI \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10d3\u10d0\u10d8\u10dc\u10d0\u10ee\u10dd\u10e1 \u10db\u10dd\u10db\u10d0\u10e0\u10d0\u10d2\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8<\/li>\n\n\n\n<li>\u10d0\u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10dd\u10e1 \u10dc\u10d4\u10d3\u10da\u10d4\u10e3\u10da\u10d8\u10e1 \u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10d0\u10e0\u10e9\u10d8\u10dd\u10e1 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d4\u10d2\u10db\u10dd\u10e1 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d0 \u10ec\u10d0\u10e0\u10db\u10dd\u10d4\u10d1\u10d8\u10e1 \u10d2\u10e0\u10d0\u10e4\u10d8\u10d9\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7<\/li>\n\n\n\n<li>\u10e8\u10d4\u10d0\u10db\u10ea\u10d8\u10e0\u10dd\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e3\u10d3\u10d4\u10d1\u10d4\u10da\u10d8 \u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d4\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1 \u10d7\u10e3 \u10d0\u10e0\u10d0 AI, \u10e0\u10dd\u10db \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10d0\u10e6\u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd?<\/h2>\n\n\n\n<p>\u10d0\u10e0\u10d0.<\/p>\n\n\n\n<p>AI-\u10d8\u10e1 \u10db\u10d8\u10d6\u10d0\u10dc\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8\u10e1 \u10e9\u10d0\u10dc\u10d0\u10ea\u10d5\u10da\u10d4\u10d1\u10d0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1. \u10db\u10d8\u10e1\u10d8 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10e4\u10e3\u10dc\u10e5\u10ea\u10d8\u10d0\u10d0 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0, \u10e0\u10e3\u10e2\u10d8\u10dc\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0 \u10d3\u10d0 \u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10ee\u10d0\u10e0\u10d3\u10d0\u10ed\u10d4\u10e0\u10d0.<\/p>\n\n\n\n<p>\u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8 \u10d9\u10d5\u10da\u10d0\u10d5 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10de\u10e0\u10d8\u10dd\u10e0\u10d8\u10e2\u10d4\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10dc\u10e1\u10d0\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d0\u10d3<\/li>\n\n\n\n<li>\u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10e3\u10da\u10d8 \u10e0\u10d8\u10e1\u10d9\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e4\u10d0\u10e1\u10d4\u10d1\u10da\u10d0\u10d3<\/li>\n\n\n\n<li>\u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10d4\u10d1\u10d7\u10d0\u10dc \u10e3\u10e0\u10d7\u10d8\u10d4\u10e0\u10d7\u10dd\u10d1\u10d8\u10e1 \u10e1\u10d0\u10db\u10d0\u10e0\u10d7\u10d0\u10d5\u10d0\u10d3<\/li>\n\n\n\n<li>\u10e0\u10d7\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10e1\u10d0\u10e6\u10d4\u10d1\u10d0\u10d3<\/li>\n\n\n\n<li>AI \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d0\u10db\u10dd\u10ec\u10db\u10d4\u10d1\u10da\u10d0\u10d3<\/li>\n\n\n\n<li>\u10d9\u10e0\u10d8\u10e2\u10d8\u10d9\u10e3\u10da \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d4\u10d1\u10e8\u10d8 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10dc\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d9\u10d4\u10d7\u10d4\u10d1\u10da\u10d0\u10d3<\/li>\n<\/ul>\n\n\n\n<p>AI \u10d2\u10d0\u10dc\u10e1\u10d0\u10d9\u10e3\u10d7\u10e0\u10d4\u10d1\u10d8\u10d7 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8\u10d0 \u10db\u10d0\u10e8\u10d8\u10dc, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10e2\u10d4\u10e5\u10dc\u10dd\u10da\u10dd\u10d2\u10d8\u10d0 \u10d3\u10d0 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0 \u10d4\u10e0\u10d7\u10d0\u10d3 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1.<\/p>\n\n\n\n<p>IBM \u10ee\u10d0\u10d6\u10e1 \u10e3\u10e1\u10d5\u10d0\u10db\u10e1, \u10e0\u10dd\u10db AI \u10e3\u10dc\u10d3\u10d0 \u10d0\u10eb\u10da\u10d8\u10d4\u10e0\u10d4\u10d1\u10d3\u10d4\u10e1 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10d0\u10e0\u10d0 \u10e1\u10e0\u10e3\u10da\u10d0\u10d3 \u10d0\u10dc\u10d0\u10ea\u10d5\u10da\u10d4\u10d1\u10d3\u10d4\u10e1 \u10de\u10e0\u10dd\u10e4\u10d4\u10e1\u10d8\u10dd\u10dc\u10d0\u10da\u10e3\u10e0 \u10d2\u10d0\u10dc\u10e1\u10ef\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10de\u10d0\u10e1\u10e3\u10ee\u10d8\u10e1\u10db\u10d2\u10d4\u10d1\u10da\u10dd\u10d1\u10d0\u10e1. (<a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-supply-chain\">IBM<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10d0 \u10e1\u10ed\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10dc\u10d4\u10e0\u10d2\u10d0\u10d3?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u10ee\u10d0\u10e0\u10d8\u10e1\u10ee\u10d8\u10d0\u10dc\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8<\/h3>\n\n\n\n<p>\u10d7\u10e3 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10e8\u10d8 \u10e8\u10d4\u10e2\u10d0\u10dc\u10d8\u10da\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0 \u10d0\u10e0\u10d0\u10d6\u10e3\u10e1\u10e2\u10d8\u10d0, AI-\u10d8\u10e1 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0\u10ea \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d0\u10d3 \u10e1\u10d0\u10d8\u10db\u10d4\u10d3\u10dd \u10d8\u10e5\u10dc\u10d4\u10d1\u10d0.<\/p>\n\n\n\n<p>\u10d0\u10e3\u10ea\u10d8\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10d8\u10e7\u10dd\u10e1 \u10db\u10d8\u10d7\u10d8\u10d7\u10d4\u10d1\u10e3\u10da\u10d8:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd<\/li>\n\n\n\n<li>\u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10e2\u10d0\u10dc\u10d3\u10d0\u10e0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/h3>\n\n\n\n<p>\u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10db \u10e3\u10dc\u10d3\u10d0 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10dd\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10d2\u10d6\u10d0\u10d5\u10dc\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d0<\/li>\n\n\n\n<li>\u10d5\u10d8\u10dc \u10d0\u10db\u10e2\u10d9\u10d8\u10ea\u10d4\u10d1\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10e4\u10d8\u10e5\u10e1\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10e4\u10d0\u10e1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10ee\u10da\u10d3\u10d4\u10d1\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10e3\u10e1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8 \u10d8\u10dc\u10d0\u10ee\u10d4\u10d1\u10d0 \u10d3\u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10d3\u10d4\u10d2<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e2\u10d4\u10d2\u10e0\u10d0\u10ea\u10d8\u10d0<\/h3>\n\n\n\n<p>AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0 \u10e3\u10e4\u10e0\u10dd \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8\u10d0, \u10e0\u10dd\u10d3\u10d4\u10e1\u10d0\u10ea \u10d3\u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d8\u10e1 \u10e1\u10ee\u10d5\u10d0 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10d7\u10d0\u10dc, \u10db\u10d0\u10d2\u10d0\u10da\u10d8\u10d7\u10d0\u10d3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CRM<\/li>\n\n\n\n<li>ERP<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8\u10e1 \u10db\u10d0\u10e0\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0<\/li>\n\n\n\n<li>\u10e4\u10d8\u10dc\u10d0\u10dc\u10e1\u10e3\u10e0\u10d8 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d0<\/li>\n\n\n\n<li>\u10e8\u10d4\u10d9\u10d5\u10d4\u10d7\u10d4\u10d1\u10d8\u10e1 \u10db\u10d0\u10e0\u10d7\u10d5\u10d8\u10e1 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u10d7\u10d0\u10dc\u10d0\u10db\u10e8\u10e0\u10dd\u10db\u10da\u10d4\u10d1\u10d8\u10e1 \u10e9\u10d0\u10e0\u10d7\u10e3\u10da\u10dd\u10d1\u10d0<\/h3>\n\n\n\n<p>\u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d4\u10d1\u10db\u10d0 \u10e3\u10dc\u10d3\u10d0 \u10d8\u10ea\u10dd\u10d3\u10dc\u10d4\u10dc:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10dd\u10dc \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d2\u10d0\u10d3\u10d0\u10d0\u10db\u10dd\u10ec\u10db\u10dd\u10dc \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d8<\/li>\n\n\n\n<li>\u10e0\u10d0 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d0\u10e8\u10d8 \u10db\u10d8\u10d8\u10e6\u10dd\u10dc \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d0 \u10d3\u10d0\u10db\u10dd\u10e3\u10d9\u10d8\u10d3\u10d4\u10d1\u10da\u10d0\u10d3<\/li>\n\n\n\n<li>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10e8\u10d4\u10d0\u10e1\u10ec\u10dd\u10e0\u10dd\u10dc \u10d0\u10e0\u10d0\u10d6\u10e3\u10e1\u10e2\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8<\/li>\n<\/ul>\n\n\n\n<p>AI-\u10d8\u10e1 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10d8\u10e1 \u10e8\u10d4\u10eb\u10d4\u10dc\u10d0 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1. \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d0 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1, \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d2\u10e3\u10dc\u10d3\u10d8\u10e1 \u10e1\u10ec\u10dd\u10e0\u10d0\u10d3 \u10db\u10dd\u10db\u10d6\u10d0\u10d3\u10d4\u10d1\u10d0\u10ea.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10e0\u10d0\u10e2\u10dd\u10db \u10d0\u10e0\u10d8\u10e1 Freigo \u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10d8 \u10d0\u10da\u10e2\u10d4\u10e0\u10dc\u10d0\u10e2\u10d8\u10d5\u10d0?<\/h2>\n\n\n\n<p>Freigo \u10d0\u10e0\u10d8\u10e1 AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d0\u10e1, \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0\u10e1, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d8\u10e2\u10dd\u10e0\u10d8\u10dc\u10d2\u10e1\u10d0 \u10d3\u10d0 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d0\u10e1 \u10d4\u10e0\u10d7 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd \u10e1\u10d8\u10d5\u10e0\u10ea\u10d4\u10e8\u10d8 \u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<p>Freigo-\u10e1 \u10dd\u10e4\u10d8\u10ea\u10d8\u10d0\u10da\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, \u10db\u10d8\u10e1\u10d8 Smart AI \u10d0\u10da\u10d2\u10dd\u10e0\u10d8\u10d7\u10db\u10d8 \u10e2\u10d5\u10d8\u10e0\u10d7\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d7\u10d0\u10dc \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d0\u10d9\u10d0\u10d5\u10e8\u10d8\u10e0\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10d2\u10d0\u10db\u10ed\u10d5\u10d8\u10e0\u10d5\u10d0\u10da\u10d4\u10d3 \u10db\u10d0\u10e0\u10d7\u10d5\u10d0\u10e8\u10d8 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI-\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 Smart Matching<\/h3>\n\n\n\n<p>Freigo-\u10e1 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10db\u10eb\u10e6\u10dd\u10da\u10e1 \u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 \u10d8\u10e1\u10d4\u10d7\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0\u10d4\u10d1\u10d8\u10ea\u10d0\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10db\u10d3\u10d4\u10d1\u10d0\u10e0\u10d4\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10d9\u10d0\u10e2\u10d4\u10d2\u10dd\u10e0\u10d8\u10d0<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10e2\u10d4\u10d5\u10d0\u10d3\u10dd\u10d1\u10d0<\/li>\n\n\n\n<li>\u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8<\/li>\n\n\n\n<li>\u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10dd\u10d1\u10d0<\/li>\n<\/ul>\n\n\n\n<p>\u10d4\u10e1 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10e8\u10d4\u10db\u10d7\u10ee\u10d5\u10d4\u10d5\u10d8\u10d7\u10d8 \u10d0\u10dc \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10de\u10d8\u10e0\u10d0\u10d3 \u10d9\u10dd\u10dc\u10e2\u10d0\u10e5\u10e2\u10d6\u10d4 \u10d3\u10d0\u10e4\u10e3\u10eb\u10dc\u10d4\u10d1\u10e3\u10da\u10d8 \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10dc\u10d8\u10e1 \u10e1\u10d0\u10ed\u10d8\u10e0\u10dd\u10d4\u10d1\u10d0\u10e1. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e4\u10d0\u10e1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d8\u10e1 \u10d4\u10e0\u10d7\u10dd\u10d1\u10da\u10d8\u10d5\u10d8 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0<\/h3>\n\n\n\n<p>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d8\u10d0\u10e4\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8 \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10e1\u10d0\u10e3\u10d9\u10d4\u10d7\u10d4\u10e1\u10dd \u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10dc\u10d8 \u10d0\u10e0 \u10d0\u10e0\u10d8\u10e1.<\/p>\n\n\n\n<p>Freigo-\u10e1 \u10db\u10d8\u10d3\u10d2\u10dd\u10db\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8 \u10e8\u10d4\u10d0\u10e4\u10d0\u10e1\u10dd\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e4\u10d0\u10e1\u10d8\u10e1, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1, \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10dd\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7.<\/p>\n\n\n\n<p>\u10d0\u10db\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d0\u10d3 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10e8\u10d4\u10d0\u10e0\u10e9\u10d8\u10dd\u10e1 \u10d0\u10e0\u10d0 \u10e3\u10d1\u10e0\u10d0\u10da\u10dd\u10d3 \u10d3\u10d0\u10d1\u10d0\u10da\u10d8 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d8.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Live Tracking 24\/7<\/h3>\n\n\n\n<p>Freigo-\u10e1 \u10d0\u10d3\u10db\u10d8\u10dc\u10d8\u10e1\u10e2\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10de\u10d0\u10dc\u10d4\u10da\u10d8\u10d3\u10d0\u10dc \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10d4\u10da\u10d8\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d0\u10d3\u10d2\u10d8\u10da\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10e1\u10e2\u10d0\u10e2\u10e3\u10e1\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10d8.<\/p>\n\n\n\n<p>\u10d4\u10e1 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e8\u10d4\u10d0\u10db\u10ea\u10d8\u10e0\u10dd\u10e1 \u10db\u10eb\u10e6\u10dd\u10da\u10d7\u10d0\u10dc \u10db\u10e3\u10d3\u10db\u10d8\u10d5\u10d8 \u10d3\u10d0\u10e0\u10d4\u10d9\u10d5\u10d0<\/li>\n\n\n\n<li>\u10d3\u10e0\u10dd\u10e3\u10da\u10d0\u10d3 \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d8\u10dc\u10dd\u10e1 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d0<\/li>\n\n\n\n<li>\u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10db\u10dd\u10d0\u10db\u10d6\u10d0\u10d3\u10dd\u10e1 \u10e1\u10d0\u10ec\u10e7\u10dd\u10d1\u10d8<\/li>\n\n\n\n<li>\u10db\u10d8\u10d0\u10ec\u10dd\u10d3\u10dd\u10e1 \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10e1 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d0\u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10dd\u10e1 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8 (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Data Tracking \u10d3\u10d0 Analytics<\/h3>\n\n\n\n<p>Freigo \u10d0\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d0\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d6\u10d4<\/li>\n\n\n\n<li>\u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d3\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10e3\u10da \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d4\u10d1\u10d6\u10d4<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d0\u10d6\u10d4<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d3\u10d4\u10d2\u10d4\u10d1\u10d6\u10d4<\/li>\n<\/ul>\n\n\n\n<p>\u10d4\u10e1 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d0 \u10db\u10d8\u10d8\u10e6\u10dd\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d8\u10e1, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10d3\u10d0\u10d2\u10e0\u10dd\u10d5\u10d4\u10d1\u10e3\u10da\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LTL \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0<\/h3>\n\n\n\n<p>\u10db\u10ea\u10d8\u10e0\u10d4 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10db\u10d7\u10d4\u10da\u10d8 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d8\u10e1 \u10d3\u10d0\u10e5\u10d8\u10e0\u10d0\u10d5\u10d4\u10d1\u10d0 \u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d0\u10e0\u10d0\u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0\u10d8\u10d0.<\/p>\n\n\n\n<p>Freigo-\u10e1 \u10ef\u10d2\u10e3\u10e4\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 Smart Algorithm-\u10d8\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d8\u10d7 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0\u10e1\u10d0 \u10d3\u10d0 \u10dc\u10d0\u10ee\u10d4\u10d5\u10e0\u10d0\u10d3 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10d0\u10d5\u10e2\u10dd\u10db\u10dd\u10d1\u10d8\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10d6\u10d4\u10d0 \u10dd\u10e0\u10d8\u10d4\u10dc\u10e2\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d8. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10ee\u10d8\u10da\u10e3\u10da\u10d8 \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8<\/h3>\n\n\n\n<p>Freigo-\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10d7, \u10e2\u10d0\u10e0\u10d8\u10e4\u10d8 \u10d2\u10d0\u10dc\u10d8\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10d4\u10d1\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e1\u10de\u10d4\u10ea\u10d8\u10e4\u10d8\u10d9\u10d8\u10e1, \u10db\u10d0\u10dc\u10eb\u10d8\u10da\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d0-\u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7. \u10db\u10dd\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d4\u10da\u10d8 \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10e6\u10d8\u10e0\u10d4\u10d1\u10e3\u10da\u10d4\u10d1\u10d0\u10e1 \u10ec\u10d8\u10dc\u10d0\u10e1\u10ec\u10d0\u10e0 \u10ee\u10d4\u10d3\u10d0\u10d5\u10e1, \u10d3\u10d0\u10e4\u10d0\u10e0\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10e1\u10d0\u10ee\u10d0\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e0\u10d4\u10e8\u10d4. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10ee\u10e8\u10d8\u10e0\u10d0\u10d3 \u10d3\u10d0\u10e1\u10db\u10e3\u10da\u10d8 \u10d9\u10d8\u10d7\u10ee\u10d5\u10d4\u10d1\u10d8<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8?<\/h3>\n\n\n\n<p>AI \u10d2\u10d0\u10db\u10dd\u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10e0\u10e9\u10d4\u10d5\u10d0\u10d3, \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10da\u10d0\u10d3, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10d3\u10d0\u10e1\u10d0\u10d2\u10d4\u10d2\u10db\u10d0\u10d3, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10e1\u10d0\u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10dd\u10d3, \u10db\u10dd\u10d7\u10ee\u10dd\u10d5\u10dc\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10e1\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10da\u10d0\u10d3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 AI \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10e4\u10d0\u10e1\u10e1?<\/h3>\n\n\n\n<p>AI \u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10e1 \u10e0\u10d0\u10db\u10d3\u10d4\u10dc\u10d8\u10db\u10d4 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d0\u10e1, \u10d0\u10e0\u10e9\u10d4\u10d5\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10e1, \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da \u10d9\u10d8\u10da\u10dd\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10e1, \u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10e1 \u10e1\u10d0\u10e2\u10d5\u10d8\u10e0\u10d7\u10dd \u10e1\u10d8\u10d5\u10e0\u10ea\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10e1 \u10d3\u10d0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da \u10d4\u10e2\u10d0\u10de\u10d6\u10d4 \u10d0\u10e6\u10db\u10dd\u10d0\u10e9\u10d4\u10dc\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI \u10e7\u10dd\u10d5\u10d4\u10da\u10d7\u10d5\u10d8\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d8\u10d0\u10e4 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10e1 \u10d8\u10e0\u10e9\u10d4\u10d5\u10e1?<\/h3>\n\n\n\n<p>\u10d0\u10e0\u10d0. \u10ee\u10d0\u10e0\u10d8\u10e1\u10ee\u10d8\u10d0\u10dc\u10db\u10d0 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0\u10db \u10e3\u10dc\u10d3\u10d0 \u10d2\u10d0\u10d8\u10d7\u10d5\u10d0\u10da\u10d8\u10e1\u10ec\u10d8\u10dc\u10dd\u10e1 \u10d0\u10e0\u10d0 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10e4\u10d0\u10e1\u10d8, \u10d0\u10e0\u10d0\u10db\u10d4\u10d3 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d0, \u10e2\u10e0\u10d0\u10dc\u10d6\u10d8\u10e2\u10d8\u10e1 \u10d3\u10e0\u10dd, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10ea\u10d3\u10d8\u10da\u10d4\u10d1\u10d0, \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10dd\u10d1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10d0 \u10d0\u10e0\u10d8\u10e1 AI Smart Matching?<\/h3>\n\n\n\n<p>Smart Matching \u10d0\u10e0\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8, \u10e0\u10dd\u10db\u10da\u10d8\u10e1 \u10d3\u10e0\u10dd\u10e1\u10d0\u10ea \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10e1 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1, \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10d3\u10d0 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1 \u10d5\u10d0\u10e0\u10d8\u10d0\u10dc\u10e2\u10d4\u10d1\u10e1 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0\u10e1 \u10e3\u10ec\u10d4\u10d5\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0\u10e8\u10d8?<\/h3>\n\n\n\n<p>\u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0 \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10dd \u10d2\u10d6\u10d4\u10d1\u10e1, \u10db\u10d0\u10dc\u10eb\u10d8\u10da\u10e1, \u10db\u10dd\u10eb\u10e0\u10d0\u10dd\u10d1\u10d0\u10e1, \u10d0\u10db\u10d8\u10dc\u10d3\u10e1, \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d5\u10d0\u10d3\u10d4\u10d1\u10e1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d4\u10d1\u10e1, \u10e8\u10d4\u10db\u10d3\u10d4\u10d2 \u10d9\u10d8 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0\u10e1 \u10e3\u10ec\u10d4\u10d5\u10e1 \u10e7\u10d5\u10d4\u10da\u10d0\u10d6\u10d4 \u10d4\u10e4\u10d4\u10e5\u10e2\u10e3\u10e0 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10d7\u10e3 \u10d0\u10e0\u10d0 AI-\u10e1 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10dc\u10dd\u10d6\u10d8\u10e0\u10d4\u10d1\u10d0?<\/h3>\n\n\n\n<p>AI-\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 \u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10d3\u10d0 \u10d8\u10e1\u10e2\u10dd\u10e0\u10d8\u10e3\u10da\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10ee\u10d4\u10d3\u10d5\u10d8\u10d7 \u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d8\u10e1 \u10e0\u10d8\u10e1\u10d9\u10d8\u10e1 \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0 \u10d3\u10d0 \u10db\u10dd\u10e1\u10d0\u10da\u10dd\u10d3\u10dc\u10d4\u10da\u10d8 \u10db\u10d8\u10ec\u10dd\u10d3\u10d4\u10d1\u10d8\u10e1 \u10d3\u10e0\u10dd\u10d8\u10e1 \u10d2\u10d0\u10dc\u10d0\u10ee\u10da\u10d4\u10d1\u10d0. \u10e8\u10d4\u10d3\u10d4\u10d2\u10d8\u10e1 \u10e1\u10d8\u10d6\u10e3\u10e1\u10e2\u10d4 \u10d3\u10d0\u10db\u10dd\u10d9\u10d8\u10d3\u10d4\u10d1\u10e3\u10da\u10d8\u10d0 \u10ee\u10d4\u10da\u10db\u10d8\u10e1\u10d0\u10ec\u10d5\u10d3\u10dd\u10db\u10d8 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10ee\u10d0\u10e0\u10d8\u10e1\u10ee\u10e1\u10d0 \u10d3\u10d0 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d0\u10d6\u10d4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10d0 \u10d0\u10e0\u10d8\u10e1 AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8?<\/h3>\n\n\n\n<p>AI \u10d0\u10d2\u10d4\u10dc\u10e2\u10d8 \u10d0\u10e0\u10d8\u10e1 \u10de\u10e0\u10dd\u10d2\u10e0\u10d0\u10db\u10e3\u10da\u10d8 \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d0, \u10e0\u10dd\u10db\u10d4\u10da\u10d8\u10ea \u10d0\u10d9\u10d5\u10d8\u10e0\u10d3\u10d4\u10d1\u10d0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1, \u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10e1 \u10e1\u10d8\u10e2\u10e3\u10d0\u10ea\u10d8\u10d0\u10e1 \u10d3\u10d0 \u10d2\u10d0\u10dc\u10e1\u10d0\u10d6\u10e6\u10d5\u10e0\u10e3\u10da\u10d8 \u10ec\u10d4\u10e1\u10d4\u10d1\u10d8\u10e1 \u10e4\u10d0\u10e0\u10d2\u10da\u10d4\u10d1\u10e8\u10d8 \u10e0\u10d4\u10d9\u10dd\u10db\u10d4\u10dc\u10d3\u10d0\u10ea\u10d8\u10d0\u10e1 \u10d2\u10d0\u10e1\u10ea\u10d4\u10db\u10e1 \u10d0\u10dc \u10d9\u10dd\u10dc\u10d9\u10e0\u10d4\u10e2\u10e3\u10da \u10d3\u10d0\u10d5\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e8\u10d4\u10ea\u10d5\u10da\u10d8\u10e1 \u10d7\u10e3 \u10d0\u10e0\u10d0 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d8\u10e1 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10e1?<\/h3>\n\n\n\n<p>AI \u10e3\u10e4\u10e0\u10dd \u10db\u10d4\u10e2\u10d0\u10d3 \u10db\u10d4\u10dc\u10d4\u10ef\u10d4\u10e0\u10d8\u10e1 \u10d3\u10d0\u10db\u10ee\u10db\u10d0\u10e0\u10d4\u10d0. \u10d8\u10e1 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10e0\u10e3\u10e2\u10d8\u10dc\u10e3\u10da \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10d3\u10d0 \u10d0\u10e9\u10e5\u10d0\u10e0\u10d4\u10d1\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10e1, \u10ee\u10dd\u10da\u10dd \u10e1\u10d0\u10d1\u10dd\u10da\u10dd\u10dd \u10de\u10d0\u10e1\u10e3\u10ee\u10d8\u10e1\u10db\u10d2\u10d4\u10d1\u10da\u10dd\u10d1\u10d0, \u10e0\u10d7\u10e3\u10da\u10d8 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8 \u10d3\u10d0 \u10de\u10d0\u10e0\u10e2\u10dc\u10d8\u10dd\u10e0\u10d4\u10d1\u10d7\u10d0\u10dc \u10e3\u10e0\u10d7\u10d8\u10d4\u10e0\u10d7\u10dd\u10d1\u10d0 \u10d9\u10d5\u10da\u10d0\u10d5 \u10d0\u10d3\u10d0\u10db\u10d8\u10d0\u10dc\u10e1 \u10d4\u10d9\u10e3\u10d7\u10d5\u10dc\u10d8\u10e1.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 Freigo \u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10e1?<\/h3>\n\n\n\n<p>Freigo AI-\u10e1 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d1\u10d0\u10db\u10d8\u10e1\u10d8 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d8\u10e1 \u10db\u10dd\u10e1\u10d0\u10eb\u10d4\u10d1\u10dc\u10d0\u10d3, \u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10db\u10d0\u10dc\u10e5\u10d0\u10dc\u10d8\u10e1 \u10de\u10d0\u10e0\u10d0\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10d3\u10d0\u10e0\u10d4\u10d1\u10da\u10d0\u10d3, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d8\u10e1 \u10db\u10dd\u10dc\u10d8\u10e2\u10dd\u10e0\u10d8\u10dc\u10d2\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1, \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d7\u10d0 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1 \u10d3\u10d0 \u10ef\u10d2\u10e3\u10e4\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d8\u10e1\u10d7\u10d5\u10d8\u10e1. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10d3\u10d0\u10e1\u10d9\u10d5\u10dc\u10d0<\/h2>\n\n\n\n<p>AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d4\u10d1\u10e1 \u10d4\u10ee\u10db\u10d0\u10e0\u10d4\u10d1\u10d0 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10e1\u10e0\u10e3\u10da\u10d8 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10d8\u10e1 \u10d2\u10d0\u10e3\u10db\u10ef\u10dd\u10d1\u10d4\u10e1\u10d4\u10d1\u10d0\u10e8\u10d8.<\/p>\n\n\n\n<p>\u10db\u10d8\u10e1\u10d8 \u10db\u10d7\u10d0\u10d5\u10d0\u10e0\u10d8 \u10e3\u10de\u10d8\u10e0\u10d0\u10e2\u10d4\u10e1\u10dd\u10d1\u10d4\u10d1\u10d8 \u10db\u10dd\u10d8\u10ea\u10d0\u10d5\u10e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10d7\u10d0\u10d5\u10d0\u10d6\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10e1\u10ec\u10e0\u10d0\u10e4 \u10e8\u10d4\u10d3\u10d0\u10e0\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e4\u10d0\u10e1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e1\u10d0\u10dc\u10d3\u10dd\u10dd\u10d1\u10d8\u10e1 \u10d4\u10e0\u10d7\u10dd\u10d1\u10da\u10d8\u10d5 \u10e8\u10d4\u10e4\u10d0\u10e1\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10dd\u10de\u10e2\u10d8\u10db\u10d0\u10da\u10e3\u10e0\u10d8 \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e1\u10d0\u10ec\u10d5\u10d0\u10d5\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10ea\u10d0\u10e0\u10d8\u10d4\u10da\u10d8 \u10d9\u10d8\u10da\u10dd\u10db\u10d4\u10e2\u10e0\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10db\u10ea\u10d8\u10e0\u10d4 \u10e2\u10d5\u10d8\u10e0\u10d7\u10d4\u10d1\u10d8\u10e1 \u10d2\u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e8\u10d4\u10e4\u10d4\u10e0\u10ee\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1 \u10d0\u10d3\u10e0\u10d4\u10e3\u10da \u10d0\u10e6\u10db\u10dd\u10e9\u10d4\u10dc\u10d0\u10e1<\/li>\n\n\n\n<li>\u10e2\u10d5\u10d8\u10e0\u10d7\u10d8\u10e1 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10d3\u10e0\u10dd\u10e8\u10d8 \u10d9\u10dd\u10dc\u10e2\u10e0\u10dd\u10da\u10e1<\/li>\n\n\n\n<li>\u10d0\u10d3\u10db\u10d8\u10dc\u10d8\u10e1\u10e2\u10e0\u10d0\u10ea\u10d8\u10e3\u10da\u10d8 \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10e1 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0\u10e1<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10e0\u10e3\u10da\u10d4\u10d1\u10d8\u10e1 \u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10e1<\/li>\n\n\n\n<li>\u10e3\u10e4\u10e0\u10dd \u10d6\u10e3\u10e1\u10e2 \u10d1\u10d8\u10e3\u10ef\u10d4\u10e2\u10d8\u10e0\u10d4\u10d1\u10d0\u10e1<\/li>\n<\/ul>\n\n\n\n<p>Freigo \u10d0\u10db \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10e1 \u10d4\u10e0\u10d7 \u10de\u10da\u10d0\u10e2\u10e4\u10dd\u10e0\u10db\u10d0\u10e8\u10d8 \u10d0\u10d4\u10e0\u10d7\u10d8\u10d0\u10dc\u10d4\u10d1\u10e1: Smart Matching, Live Tracking, Data Analytics \u10d3\u10d0 \u10ef\u10d2\u10e3\u10e4\u10e3\u10e0\u10d8 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0 \u10d9\u10dd\u10db\u10de\u10d0\u10dc\u10d8\u10d0\u10e1 \u10e1\u10d0\u10e8\u10e3\u10d0\u10da\u10d4\u10d1\u10d0\u10e1 \u10d0\u10eb\u10da\u10d4\u10d5\u10e1 \u10dc\u10d0\u10d9\u10da\u10d4\u10d1\u10d8 \u10d3\u10e0\u10dd \u10d3\u10d0\u10ee\u10d0\u10e0\u10ef\u10dd\u10e1 \u10e0\u10e3\u10e2\u10d8\u10dc\u10e3\u10da \u10e1\u10d0\u10db\u10e3\u10e8\u10d0\u10dd\u10d6\u10d4 \u10d3\u10d0 \u10d2\u10d0\u10d3\u10d0\u10ec\u10e7\u10d5\u10d4\u10e2\u10d8\u10da\u10d4\u10d1\u10d4\u10d1\u10d8 \u10e0\u10d4\u10d0\u10da\u10e3\u10e0 \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10e1 \u10d3\u10d0\u10d0\u10e4\u10e3\u10eb\u10dc\u10dd\u10e1. (<a href=\"https:\/\/freigo.kz\/en\/\">Freigo<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u10d2\u10d0\u10d0\u10e0\u10d9\u10d5\u10d8\u10d4\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0 AI-\u10e1 \u10d7\u10e5\u10d5\u10d4\u10dc\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10e3\u10e0\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10d0<\/h2>\n\n\n\n<p><strong>\u10d3\u10d0\u10ef\u10d0\u10d5\u10e8\u10dc\u10d4\u10d7 \u10e1\u10d0\u10d9\u10dd\u10dc\u10e1\u10e3\u10da\u10e2\u10d0\u10ea\u10d8\u10dd \u10e8\u10d4\u10ee\u10d5\u10d4\u10d3\u10e0\u10d0 Freigo-\u10e1 \u10d2\u10e3\u10dc\u10d3\u10d7\u10d0\u10dc.<\/strong><\/p>\n\n\n\n<p>\u10e8\u10d4\u10ee\u10d5\u10d4\u10d3\u10e0\u10d0\u10d6\u10d4 \u10d2\u10d0\u10d5\u10d0\u10d0\u10dc\u10d0\u10da\u10d8\u10d6\u10d4\u10d1\u10d7:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10eb\u10d8\u10e0\u10d8\u10d7\u10d0\u10d3 \u10e1\u10d0\u10e2\u10e0\u10d0\u10dc\u10e1\u10de\u10dd\u10e0\u10e2\u10dd \u10db\u10d8\u10db\u10d0\u10e0\u10d7\u10e3\u10da\u10d4\u10d1\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10db\u10d8\u10db\u10d3\u10d8\u10dc\u10d0\u10e0\u10d4 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>\u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10db\u10dd\u10eb\u10d8\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d8\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e1<\/li>\n\n\n\n<li>\u10d3\u10d0\u10d2\u10d5\u10d8\u10d0\u10dc\u10d4\u10d1\u10d4\u10d1\u10d8\u10e1\u10d0 \u10d3\u10d0 \u10d3\u10d0\u10db\u10d0\u10e2\u10d4\u10d1\u10d8\u10d7\u10d8 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10db\u10d8\u10d6\u10d4\u10d6\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>LTL \u10d3\u10d0 FTL \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10eb\u10da\u10d4\u10d1\u10da\u10dd\u10d1\u10d4\u10d1\u10e1<\/li>\n\n\n\n<li>Live Tracking-\u10d8\u10e1 \u10d2\u10d0\u10db\u10dd\u10e7\u10d4\u10dc\u10d4\u10d1\u10d0\u10e1<\/li>\n\n\n\n<li>AI \u10d3\u10d0 \u10d0\u10dc\u10d0\u10da\u10d8\u10e2\u10d8\u10d9\u10d8\u10e1 \u10d7\u10e5\u10d5\u10d4\u10dc\u10e1 \u10de\u10e0\u10dd\u10ea\u10d4\u10e1\u10e8\u10d8 \u10d3\u10d0\u10dc\u10d4\u10e0\u10d2\u10d5\u10d0\u10e1<\/li>\n<\/ul>\n\n\n\n<p><strong><a href=\"https:\/\/calendly.com\/freigo-ge\/30min\">[\u10d3\u10d0\u10ef\u10d0\u10d5\u10e8\u10dc\u10d4\u10d7 \u10e1\u10d0\u10d9\u10dd\u10dc\u10e1\u10e3\u10da\u10e2\u10d0\u10ea\u10d8\u10dd \u10e8\u10d4\u10ee\u10d5\u10d4\u10d3\u10e0\u10d0 Freigo-\u10e1\u10d7\u10d0\u10dc]<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u10ee\u10d4\u10da\u10dd\u10d5\u10dc\u10e3\u10e0\u10d8 \u10d8\u10dc\u10e2\u10d4\u10da\u10d4\u10e5\u10e2\u10d8 \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d0\u10e6\u10d0\u10e0 \u10dc\u10d8\u10e8\u10dc\u10d0\u10d5\u10e1 \u10db\u10ee\u10dd\u10da\u10dd\u10d3 \u10d0\u10d5\u10e2\u10dd\u10db\u10d0\u10e2\u10e3\u10e0 \u10e9\u10d0\u10e2\u10d1\u10dd\u10e2\u10e1 \u10d0\u10dc \u10db\u10dd\u10dc\u10d0\u10ea\u10d4\u10db\u10d4\u10d1\u10d8\u10e1 \u10d5\u10d8\u10d6\u10e3\u10d0\u10da\u10e3\u10e0 \u10d3\u10d0\u10e4\u10d0\u10e1. \u10d7\u10d0\u10dc\u10d0\u10db\u10d4\u10d3\u10e0\u10dd\u10d5\u10d4 AI \u10e1\u10d8\u10e1\u10e2\u10d4\u10db\u10d4\u10d1\u10e1 \u10e8\u10d4\u10e3\u10eb\u10da\u10d8\u10d0\u10d7 \u10d3\u10d8\u10d3\u10d8 \u10db\u10dd\u10ea\u10e3\u10da\u10dd\u10d1\u10d8\u10e1 \u10d8\u10dc\u10e4\u10dd\u10e0\u10db\u10d0\u10ea\u10d8\u10d8\u10e1 \u10e1\u10ec\u10e0\u10d0\u10e4\u10d0\u10d3 \u10d3\u10d0\u10db\u10e3\u10e8\u10d0\u10d5\u10d4\u10d1\u10d0, \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":901,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-900","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-5"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d3\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1<\/title>\n<meta name=\"description\" content=\"\u10d2\u10d0\u10d8\u10d2\u10d4\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0\u10e1, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0\u10e1\u10d0 \u10d3\u10d0 Live Tracking-\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10da\u10d0\u10d3.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/freigo.kz\/en\/rogor-mushaobs-ai-logistikashi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u10e0\u10dd\u10d2\u10dd\u10e0 \u10db\u10e3\u10e8\u10d0\u10dd\u10d1\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0\u10e8\u10d8 \u10d3\u10d0 \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10e1\" \/>\n<meta property=\"og:description\" content=\"\u10d2\u10d0\u10d8\u10d2\u10d4\u10d7, \u10e0\u10dd\u10d2\u10dd\u10e0 \u10d8\u10e7\u10d4\u10dc\u10d4\u10d1\u10e1 AI \u10da\u10dd\u10d2\u10d8\u10e1\u10e2\u10d8\u10d9\u10d0 \u10d2\u10d0\u10d3\u10d0\u10db\u10d6\u10d8\u10d3\u10d5\u10d4\u10da\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e0\u10e9\u10d4\u10d5\u10d0\u10e1, \u10db\u10d0\u10e0\u10e8\u10e0\u10e3\u10e2\u10d4\u10d1\u10d8\u10e1 \u10dd\u10de\u10e2\u10d8\u10db\u10d8\u10d6\u10d0\u10ea\u10d8\u10d0\u10e1\u10d0 \u10d3\u10d0 Live Tracking-\u10e1 \u10d2\u10d0\u10d3\u10d0\u10d6\u10d8\u10d3\u10d5\u10d8\u10e1 \u10ee\u10d0\u10e0\u10ef\u10d4\u10d1\u10d8\u10e1 \u10e8\u10d4\u10e1\u10d0\u10db\u10ea\u10d8\u10e0\u10d4\u10d1\u10da\u10d0\u10d3.\" 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