{"id":4702,"date":"2025-12-09T20:59:46","date_gmt":"2025-12-09T17:59:46","guid":{"rendered":"https:\/\/blog.sailet.kz\/?p=4702"},"modified":"2025-12-09T21:01:35","modified_gmt":"2025-12-09T18:01:35","slug":"the-hidden-figures-of-the-uk-it","status":"publish","type":"post","link":"https:\/\/blog.sailet.kz\/kk\/the-hidden-figures-of-the-uk-it\/","title":{"rendered":"\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f IT \u043d\u0430\u0440\u044b\u0493\u044b\u043d\u044b\u04a3 \u00ab\u0416\u0430\u0441\u044b\u0440\u044b\u043d \u0424\u0438\u0433\u0443\u0440\u0430\u043b\u0430\u0440\u044b\u00bb: \u041d\u0435\u0433\u0435 21% \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u04e9\u043d\u0456\u043c\u0434\u0456 \u0441\u044b\u0440\u0442\u049b\u044b \u04d9\u0437\u0456\u0440\u043b\u0435\u0443\u0433\u0435 \u0431\u0435\u0440\u0435\u0434\u0456 (\u0416\u04d9\u043d\u0435 \u049a\u0430\u0442\u0435\u043b\u0435\u0441\u043f\u0435\u0443 \u04ae\u0448\u0456\u043d)"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4702\" class=\"elementor elementor-4702\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a83f91 e-flex e-con-boxed e-con e-parent\" data-id=\"8a83f91\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6474ef5 elementor-widget elementor-widget-text-editor\" data-id=\"6474ef5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043d\u0430\u0440\u044b\u0493\u044b \u04e9\u0437\u0433\u0435\u0440\u0456\u0441\u0442\u0435\u0440 \u043a\u04af\u0439\u0456\u043d\u0434\u0435. \u0411\u0456\u0440 \u0436\u0430\u0493\u044b\u043d\u0430\u043d, \u04af\u043a\u0456\u043c\u0435\u0442 AI \u0438\u043d\u0444\u0440\u0430\u049b\u04b1\u0440\u044b\u043b\u044b\u043c\u044b\u043d\u0430 1 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434 \u0444\u0443\u043d\u0442 \u0441\u0442\u0435\u0440\u043b\u0438\u043d\u0433 \u0441\u0430\u043b\u044b\u043f \u0436\u0430\u0442\u044b\u0440, \u0430\u043b \u041b\u043e\u043d\u0434\u043e\u043d \u04d9\u043b\u0435\u043c\u0434\u0456\u043a \u0444\u0438\u043d\u0442\u0435\u0445 \u0430\u0441\u0442\u0430\u043d\u0430\u0441\u044b \u0440\u0435\u0442\u0456\u043d\u0434\u0435\u0433\u0456 \u043c\u04d9\u0440\u0442\u0435\u0431\u0435\u0441\u0456\u043d \u043d\u044b\u0493\u0430\u0439\u0442\u0443\u0434\u0430. \u0415\u043a\u0456\u043d\u0448\u0456 \u0436\u0430\u0493\u044b\u043d\u0430\u043d, \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443 \u049b\u04b1\u043d\u044b \u0442\u04e9\u0431\u0435\u0434\u0435\u043d \u0430\u0442\u049b\u044b\u043b\u0430\u043f, \u0431\u0456\u043b\u0456\u043a\u0442\u0456 \u0430\u0493\u0430 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443\u0448\u0456\u043d\u0456 \u0442\u0430\u0431\u0443 \u0430\u0439\u043b\u0430\u0440\u0493\u0430 \u0441\u043e\u0437\u044b\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d. \u0411\u0456\u0437 \u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u043b\u044b\u049b \u0431\u0438\u0437\u043d\u0435\u0441\u0442\u0435\u0440\u0434\u0456\u04a3 \u0431\u04af\u0433\u0456\u043d\u0434\u0435 \u00ab\u0416\u044b\u043b\u0434\u0430\u043c\u0434\u044b\u049b \/ \u0421\u0430\u043f\u0430 \/ \u0411\u0430\u0493\u0430\u00bb \u0442\u0435\u04a3\u0434\u0435\u0443\u0456\u043d \u049b\u0430\u043b\u0430\u0439 \u0448\u0435\u0448\u0435\u0442\u0456\u043d\u0456\u043d \u0442\u04af\u0441\u0456\u043d\u0443 \u04af\u0448\u0456\u043d 2024\u20132025 \u0436\u044b\u043b\u0434\u0430\u0440\u0434\u044b\u04a3 \u043d\u0430\u0440\u044b\u049b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u043b\u0434\u0430\u0434\u044b\u049b.<\/p><p class=\"ds-markdown-paragraph\">\u0415\u0433\u0435\u0440 \u0441\u0456\u0437 \u043e\u0441\u044b \u0436\u044b\u043b\u044b \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u0434\u0430 \u0441\u0430\u043d\u0434\u044b\u049b \u04e9\u043d\u0456\u043c\u0434\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443\u0434\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u043d\u044b \u0436\u043e\u0441\u043f\u0430\u0440\u043b\u0430\u043f \u0436\u0430\u0442\u0441\u0430\u04a3\u044b\u0437, \u0431\u044e\u0434\u0436\u0435\u0442\u0442\u0456 \u0431\u0435\u043a\u0456\u0442\u043f\u0435\u0441 \u0431\u04b1\u0440\u044b\u043d \u043c\u044b\u043d\u0430 \u0441\u0430\u043d\u0434\u0430\u0440\u0434\u044b \u0431\u0456\u043b\u0443\u0456\u04a3\u0456\u0437 \u043a\u0435\u0440\u0435\u043a.<\/p><h2 class=\"ds-markdown-paragraph\">1. \u041d\u0430\u0440\u044b\u049b \u0441\u0456\u0437 \u043e\u0439\u043b\u0430\u0493\u0430\u043d\u043d\u0430\u043d \u0434\u0430 \u0416\u044b\u043b\u0434\u0430\u043c \u04e8\u0441\u0435\u0434\u0456 (\u0411\u04b1\u043b \u0422\u04d9\u0443\u0435\u043a\u0435\u043b)<\/h2><p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u0434\u0430 \u0442\u0430\u043f\u0441\u044b\u0440\u044b\u0441 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u044b\u049b \u0436\u0430\u0441\u0430\u049b\u0442\u0430\u0443 \u043d\u0430\u0440\u044b\u0493\u044b \u0436\u0430\u0439 \u04e9\u0441\u043f\u0435\u0439, \u04af\u0434\u0435\u0443\u0456\u043c\u0435\u043d \u04e9\u0441\u0443\u0434\u0435. \u0411\u043e\u043b\u0436\u0430\u043c\u0434\u0430\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430, 2030 \u0436\u044b\u043b\u0493\u0430 \u049b\u0430\u0440\u0430\u0439 \u043d\u0430\u0440\u044b\u049b \u043a\u04e9\u043b\u0435\u043c\u0456 \u04af\u0448 \u0435\u0441\u0435 \u04e9\u0441\u0456\u043f, 5,8 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434 \u0434\u043e\u043b\u043b\u0430\u0440\u0493\u0430 \u0436\u0435\u0442\u0435\u0434\u0456, \u0430\u043b \u0436\u044b\u043b\u0434\u044b\u049b \u04e9\u0441\u0443 \u049b\u0430\u0440\u049b\u044b\u043d\u044b (CAGR) \u0448\u0430\u043c\u0430\u043c\u0435\u043d 20% \u049b\u04b1\u0440\u0430\u0439\u0434\u044b.<\/p><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0411\u0438\u0437\u043d\u0435\u0441 \u04af\u0448\u0456\u043d \u049b\u04b1\u043d\u0434\u044b\u043b\u044b\u049b \u049b\u0430\u0439\u0434\u0430?<\/strong> \u041c\u04b1\u043d\u0434\u0430\u0439 \u0436\u0430\u0440\u044b\u043b\u044b\u0441 \u0441\u0438\u044f\u049b\u0442\u044b \u04e9\u0441\u0443 \u043d\u0430\u0440\u044b\u049b\u0442\u044b\u04a3 \u049b\u044b\u0437\u044b\u043f \u043a\u0435\u0442\u0443\u0456\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u0435\u0434\u0456. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043b\u0430\u0440 \u0435\u043d\u0434\u0456 \u0436\u0430\u0439 \u043b\u0435\u043d\u0434\u0438\u043d\u0433\u0442\u0435\u0440\u0433\u0435 \u0442\u0430\u043f\u0441\u044b\u0440\u044b\u0441 \u0431\u0435\u0440\u043c\u0435\u0439, \u043a\u04af\u0440\u0434\u0435\u043b\u0456 \u043a\u04d9\u0441\u0456\u043f\u043e\u0440\u044b\u043d\u0434\u044b\u049b \u0436\u04af\u0439\u0435\u043b\u0435\u0440 \u04d9\u0437\u0456\u0440\u043b\u0435\u0442\u0435\u0434\u0456. \u0415\u0433\u0435\u0440 \u0441\u0456\u0437 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443\u0434\u0456 \u0436\u043e\u0441\u043f\u0430\u0440\u043b\u0430\u043f \u0436\u0430\u0442\u0441\u0430\u04a3\u044b\u0437, \u0435\u04a3 \u0436\u0430\u049b\u0441\u044b \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0442\u0430\u0440\u0434\u044b\u04a3 \u0456\u0440\u0456 \u043e\u0439\u044b\u043d\u0448\u044b\u043b\u0430\u0440\u043c\u0435\u043d \u0431\u04b1\u0440\u044b\u043d\u043d\u0430\u043d \u043a\u0435\u043b\u0456\u0441\u0456\u043c\u0448\u0430\u0440\u0442\u049b\u0430 \u043e\u0442\u044b\u0440\u0493\u0430\u043d\u044b\u043d\u0430 \u0434\u0430\u0439\u044b\u043d \u0431\u043e\u043b\u044b\u04a3\u044b\u0437. \u041b\u043e\u043d\u0434\u043e\u043d\u043d\u044b\u04a3 \u04af\u0437\u0434\u0456\u043a \u0430\u0433\u0435\u043d\u0442\u0442\u0456\u0433\u0456\u043c\u0435\u043d \u0436\u043e\u0431\u0430\u043d\u044b \u0431\u0430\u0441\u0442\u0430\u0443 \u043a\u04af\u0442\u0443 \u0442\u0456\u0437\u0456\u043c\u0456 \u043e\u04a3\u0430\u0439 \u049b\u043e\u043b\u043c\u0435\u043d \u0430\u043b\u0442\u044b \u0430\u0439\u0493\u0430 \u0441\u043e\u0437\u044b\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p><h2 class=\"ds-markdown-paragraph\">2. AI \u0415\u043d\u0434\u0456 \u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u0442\u0456\u043a \u049a\u04b1\u0440\u0430\u043b \u0415\u043c\u0435\u0441<\/h2><p class=\"ds-markdown-paragraph\">2025 \u0436\u044b\u043b\u0434\u044b\u04a3 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456 \u0442\u0435\u043a\u0442\u043e\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u04e9\u0437\u0433\u0435\u0440\u0456\u0441\u0442\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0435\u0434\u0456: \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043b\u0430\u0440\u044b\u043d\u044b\u04a3 52%-\u044b \u0430\u0440\u0442\u044b\u049b \u04e9\u043d\u0435\u0440\u043a\u04d9\u0441\u0456\u043f\u0442\u0456\u043a \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043b\u0430\u0440\u044b\u043d \u049b\u043e\u043b\u0434\u0430\u043d\u0430\u0434\u044b. \u0411\u04b1\u043b \u04e9\u0442\u043a\u0435\u043d \u0436\u044b\u043b\u043c\u0435\u043d \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0493\u0430\u043d\u0434\u0430 33%-\u0493\u0430 \u04e9\u0441\u0443.<\/p><p class=\"ds-markdown-paragraph translation-block\"><strong>\u041e\u043b\u0430\u0440 \u043d\u0430\u049b\u0442\u044b \u043d\u0435 \u0435\u043d\u0433\u0456\u0437\u0443\u0434\u0435?<\/strong> \u0411\u04b1\u043b \u0435\u043d\u0434\u0456 \u0434\u0435\u0440\u0435\u043a\u0441\u0456\u0437 \u00ab\u04ae\u043b\u043a\u0435\u043d \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u00bb \u0435\u043c\u0435\u0441. \u0411\u0438\u0437\u043d\u0435\u0441 \u043d\u0430\u049b\u0442\u044b, \u043f\u0430\u0439\u0434\u0430\u043b\u044b \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0434\u044b\u049b \u04af\u0448\u0456\u043d \u0442\u04e9\u043b\u0435\u0439\u0434\u0456:<\/p><ul><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0424\u0438\u043d\u0442\u0435\u0445:<\/strong> \u041e\u043d\u0431\u043e\u0440\u0434\u0438\u043d\u0433 \u04af\u0448\u0456\u043d \u0431\u0438\u043e\u043c\u0435\u0442\u0440\u0438\u044f (\u0441\u0435\u043b\u0444\u0438-\u043a\u0443\u04d9\u043b\u0456\u043a) \u0436\u04d9\u043d\u0435 \u0442\u04d9\u0443\u0435\u043a\u0435\u043b\u0434\u0456 \u0431\u0430\u0493\u0430\u043b\u0430\u0443.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0411\u04e9\u043b\u0448\u0435\u043a \u0441\u0430\u0443\u0434\u0430:<\/strong> \u041c\u0430\u0440\u0430\u0436\u0430\u043d\u044b \u049b\u043e\u0440\u0493\u0430\u0443 \u04af\u0448\u0456\u043d \u0431\u043e\u043b\u0436\u0430\u043c\u0434\u044b \u0441\u04b1\u0440\u0430\u043d\u044b\u0441 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u0441\u044b \u0436\u04d9\u043d\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430\u043b\u044b\u049b \u0431\u0430\u0493\u0430 \u0431\u0435\u043b\u0433\u0456\u043b\u0435\u0443.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u049a\u044b\u0437\u043c\u0435\u0442 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443:<\/strong> \u0412\u0435\u0431-\u0431\u0435\u0442\u0442\u0435 \u0436\u0430\u0439 \u043e\u0442\u044b\u0440\u044b\u043f \u049b\u043e\u0439\u043c\u0430\u0439, \u043d\u0430\u049b\u0442\u044b \u049b\u043e\u043b\u0434\u0430\u0443 \u0442\u0438\u043a\u0435\u0442\u0442\u0435\u0440\u0456\u043d \u0448\u0435\u0448\u0435\u0442\u0456\u043d \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u0442\u0456 \u0447\u0430\u0442-\u0431\u043e\u0442\u0442\u0430\u0440.<\/p><\/li><\/ul><p class=\"ds-markdown-paragraph translation-block\"><strong>\u041d\u0435\u0433\u0456\u0437\u0433\u0456 \u049b\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b: <\/strong>\u0415\u0433\u0435\u0440 \u0441\u0456\u0437\u0434\u0456\u04a3 2025 \u0436\u044b\u043b\u0493\u044b \u04d9\u0437\u0456\u0440\u043b\u0435\u0443 \u0442\u0430\u043b\u0430\u043f\u0442\u0430\u0440\u044b\u04a3\u044b\u0437\u0434\u0430 \u00abAI \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f\u0441\u044b\u00bb \u0436\u043e\u043b\u044b \u0431\u043e\u043b\u043c\u0430\u0441\u0430, \u0441\u0456\u0437 \u0435\u0441\u043a\u0456\u0440\u0433\u0435\u043d \u04e9\u043d\u0456\u043c \u0436\u0430\u0441\u0430\u043f \u0436\u0430\u0442\u044b\u0440\u0441\u044b\u0437.<\/p><h2 class=\"ds-markdown-paragraph\">3. \u0420\u0435\u0441\u0443\u0440\u0441\u0442\u0430\u0440 \u0434\u0430\u0493\u0434\u0430\u0440\u044b\u0441\u044b \u0436\u04d9\u043d\u0435 \u0416\u0430\u04bb\u0430\u043d\u0434\u044b\u049b \u041a\u04e9\u0437\u049b\u0430\u0440\u0430\u0441<\/h2><p class=\"ds-markdown-paragraph translation-block\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043b\u044b\u049b \u043e\u0440\u0442\u0430\u043b\u044b\u049b \u0431\u043e\u043b\u0443\u044b\u043d\u0430 \u049b\u0430\u0440\u0430\u043c\u0430\u0441\u0442\u0430\u043d, \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u0441\u0430\u0440\u0430\u043b\u0430\u043d\u0493\u0430\u043d \u0431\u0456\u043b\u0456\u043a\u0442\u0456 \u043c\u0430\u043c\u0430\u043d\u0434\u0430\u0440\u0434\u044b, \u04d9\u0441\u0456\u0440\u0435\u0441\u0435 AI \u0436\u04d9\u043d\u0435 \u043a\u0438\u0431\u0435\u0440\u049b\u0430\u0443\u0456\u043f\u0441\u0456\u0437\u0434\u0456\u043a \u0441\u0430\u043b\u0430\u0441\u044b\u043d\u0434\u0430, \u04e9\u0442\u043a\u0456\u0440 \u0442\u0430\u043f\u0448\u044b\u043b\u044b\u049b\u049b\u0430 \u0442\u0430\u043f \u0431\u043e\u043b\u0443\u0434\u0430. \u0411\u04b1\u043b \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043b\u0430\u0440\u044b\u043d\u044b\u04a3 70%-\u044b \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043b\u0430\u0440\u044b\u043d\u044b\u04a3 \u043a\u0435\u0439\u0431\u0456\u0440 \u0431\u04e9\u043b\u0456\u0433\u0456\u043d \u0430\u0443\u0442\u0441\u043e\u0440\u0441\u0438\u043d\u0433\u043a\u0435 \u0431\u0435\u0440\u0435\u0434\u0456 \u0434\u0435\u043f \u04d9\u043a\u0435\u043b\u0434\u0456, \u0430\u043b 21%-\u0456 \u04e9\u043d\u0456\u043c\u0434\u0456 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443 \u049b\u044b\u0437\u043c\u0435\u0442\u0456\u043d \u0442\u043e\u043b\u044b\u0493\u044b\u043c\u0435\u043d \u0441\u044b\u0440\u0442\u049b\u044b \u0441\u0435\u0440\u0456\u043a\u0442\u0435\u0441\u043a\u0435 \u0431\u0435\u0440\u0435\u0434\u0456.<\/p><p class=\"ds-markdown-paragraph translation-block\">\u0411\u0438\u0437\u043d\u0435\u0441 \u0442\u0435\u043a \u049b\u04b1\u043d \u04af\u043d\u0435\u043c\u0434\u0435\u0443 \u04af\u0448\u0456\u043d \u0493\u0430\u043d\u0430 \u0435\u043c\u0435\u0441, \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u0456\u0437\u0434\u0435\u0439\u0434\u0456. \u0417\u0435\u0440\u0442\u0442\u0435\u0443\u043b\u0435\u0440 \u0430\u049b\u044b\u043b\u0434\u044b \u0430\u0443\u0442\u0441\u043e\u0440\u0441\u0438\u043d\u0433\u0442\u0456\u04a3 \u04e9\u043d\u0456\u043c\u0434\u0456 \u043d\u0430\u0440\u044b\u049b\u049b\u0430 \u0448\u044b\u0493\u0430\u0440\u0443 \u0443\u0430\u049b\u044b\u0442\u044b\u043d 50%-\u0493\u0430 \u0434\u0435\u0439\u0456\u043d \u049b\u044b\u0441\u049b\u0430\u0440\u0442\u0430 \u0430\u043b\u0430\u0442\u044b\u043d\u044b\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u0435\u0434\u0456.<\/p><p class=\"ds-markdown-paragraph\">\u0414\u0435\u0433\u0435\u043d\u043c\u0435\u043d, \u0442\u04b1\u0437\u0430\u049b \u049b\u0430\u0442\u044b\u0441\u0443 \u043c\u043e\u0434\u0435\u043b\u0456\u043d \u0442\u0430\u04a3\u0434\u0430\u0443\u0434\u0430 \u0436\u0430\u0442\u044b\u0440. \u041a\u04e9\u043f\u0442\u0435\u0433\u0435\u043d \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043b\u0430\u0440 \u0434\u04b1\u0440\u044b\u0441 \u0435\u043c\u0435\u0441 \u043a\u0435\u043b\u0456\u0441\u0456\u043c\u0448\u0430\u0440\u0442 \u0442\u04af\u0440\u0456\u043d \u0442\u0430\u04a3\u0434\u0430\u0493\u0430\u043d\u044b \u04af\u0448\u0456\u043d \u0430\u049b\u0448\u0430 \u0436\u043e\u0493\u0430\u043b\u0442\u0430\u0434\u044b.<\/p><h2 class=\"ds-markdown-paragraph\">\u0410\u043d\u044b\u049b\u0442\u0430\u043c\u0430\u043b\u044b\u049b: \u0411\u044e\u0434\u0436\u0435\u0442\u0456\u04a3\u0456\u0437\u0434\u0456 \u049a\u0430\u0436\u0435\u0442\u0441\u0456\u0437 \u0416\u043e\u0493\u0430\u043b\u0442\u043f\u0430\u0439 \u041c\u043e\u0434\u0435\u043b\u044c\u0434\u0456 \u049a\u0430\u043b\u0430\u0439 \u0422\u0430\u04a3\u0434\u0430\u0443\u0493\u0430 \u0411\u043e\u043b\u0430\u0434\u044b<\/h2><p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043d\u0430\u0440\u044b\u0493\u044b \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u0441\u0456\u043d\u0435 \u0441\u04af\u0439\u0435\u043d\u0435 \u043e\u0442\u044b\u0440\u044b\u043f, \u0431\u0456\u0437 \u04af\u0448 \u043d\u0435\u0433\u0456\u0437\u0433\u0456 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439\u0434\u0456 \u0430\u043d\u044b\u049b\u0442\u0430\u0434\u044b\u049b:<\/p><ul><li><h4 class=\"ds-markdown-paragraph\">\u0421\u0446\u0435\u043d\u0430\u0440\u0438\u0439 A: \u00ab\u041c\u0435\u043d\u0434\u0435 \u049b\u0430\u0442\u0430\u04a3 \u0442\u0430\u043b\u0430\u043f\u0442\u0430\u0440 \u043c\u0435\u043d \u0431\u0435\u043b\u0433\u0456\u043b\u0435\u043d\u0433\u0435\u043d \u0431\u044e\u0434\u0436\u0435\u0442 \u0431\u0430\u0440\u00bb.<\/h4><ul><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u041c\u043e\u0434\u0435\u043b\u044c:<\/strong> \u0411\u0435\u043a\u0456\u0442\u0456\u043b\u0433\u0435\u043d \u0411\u0430\u0493\u0430.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u049a\u0430\u0448\u0430\u043d \u0436\u0430\u0440\u0430\u043c\u0434\u044b:<\/strong> \u0428\u0430\u0493\u044b\u043d \u043f\u0438\u043b\u043e\u0442\u0442\u044b\u049b \u0436\u043e\u0431\u0430\u043b\u0430\u0440, MVP \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u0430\u0440\u0430\u043f\u0430\u0439\u044b\u043c \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u0442\u0430\u0440 \u04af\u0448\u0456\u043d. \u0421\u0456\u0437 \u043d\u0430\u049b\u0442\u044b \u043d\u0435 \u0430\u043b\u0430\u0442\u044b\u043d\u044b\u04a3\u044b\u0437\u0434\u044b \u0436\u04d9\u043d\u0435 \u049b\u0430\u043d\u0448\u0430 \u0442\u04e9\u043b\u0435\u0439\u0442\u0456\u043d\u0456\u04a3\u0456\u0437\u0434\u0456 \u0431\u0456\u043b\u0435\u0441\u0456\u0437.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0422\u04d9\u0443\u0435\u043a\u0435\u043b:<\/strong> \u041a\u0435\u0437 \u043a\u0435\u043b\u0433\u0435\u043d \u04e9\u0437\u0433\u0435\u0440\u0456\u0441 (\u0436\u04d9\u043d\u0435 \u043e\u043b\u0430\u0440 \u0431\u043e\u043b\u0430\u0434\u044b) \u043a\u0435\u043b\u0456\u0441\u0456\u043c\u0448\u0430\u0440\u0442\u0442\u044b \u049b\u0430\u0439\u0442\u0430 \u049b\u0430\u0440\u0430\u0443 \u043c\u0435\u043d \u049b\u043e\u0441\u044b\u043c\u0448\u0430 \u0448\u044b\u0493\u044b\u043d\u0434\u0430\u0440\u0434\u044b \u0442\u0430\u043b\u0430\u043f \u0435\u0442\u0435\u0434\u0456.<\/p><\/li><\/ul><\/li><li><h4 class=\"ds-markdown-paragraph\">\u0421\u0446\u0435\u043d\u0430\u0440\u0438\u0439 B: \u00ab\u0411\u0456\u0437 \u043a\u04af\u0440\u0434\u0435\u043b\u0456 \u04e9\u043d\u0456\u043c \u049b\u04b1\u0440\u0430\u0441\u0442\u044b\u0440\u044b\u043f, \u043d\u0430\u0440\u044b\u049b\u043f\u0435\u043d \u0431\u0456\u0440\u0433\u0435 \u04e9\u0437\u0433\u0435\u0440\u0443\u0456\u043c\u0456\u0437 \u043a\u0435\u0440\u0435\u043a\u00bb.<\/h4><ul><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u041c\u043e\u0434\u0435\u043b\u044c:<\/strong> \u0423\u0430\u049b\u044b\u0442 \u043f\u0435\u043d \u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0434\u0430\u0440 (T&amp;M).<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u049a\u0430\u0448\u0430\u043d \u0436\u0430\u0440\u0430\u043c\u0434\u044b:<\/strong>\u00a0 \u0421\u0442\u0430\u0440\u0442\u0430\u043f\u0442\u0430\u0440, \u043a\u04af\u0440\u0434\u0435\u043b\u0456 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u043b\u0430\u0440 \u0436\u04d9\u043d\u0435 AI \u0436\u043e\u0431\u0430\u043b\u0430\u0440\u044b \u04af\u0448\u0456\u043d. \u0421\u0456\u0437 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043d\u044b\u04a3 \u0441\u0430\u0493\u0430\u0442\u0442\u0430\u0440\u044b \u04af\u0448\u0456\u043d \u0442\u04e9\u043b\u0435\u0441\u0456\u0437. \u0411\u04b1\u043b \u0435\u04a3 \u0436\u043e\u0493\u0430\u0440\u044b \u0438\u043a\u0435\u043c\u0434\u0456\u043b\u0456\u043a \u0431\u0435\u0440\u0435\u0434\u0456 \u2013 \u0431\u0430\u0441\u044b\u043c\u0434\u044b\u049b\u0442\u0430\u0440 \u0430\u043f\u0442\u0430 \u0441\u0430\u0439\u044b\u043d \u04e9\u0437\u0433\u0435\u0440\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0424\u0430\u043a\u0442:<\/strong>\u00a0 \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u0434\u0430\u0493\u044b \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043b\u044b\u049b \u0441\u0430\u0443\u0430\u0442\u0442\u044b \u0442\u0430\u0431\u044b\u0441\u0442\u044b \u0441\u0442\u0430\u0440\u0442\u0430\u043f\u0442\u0430\u0440\u0434\u044b\u04a3 \u043a\u04e9\u043f\u0448\u0456\u043b\u0456\u0433\u0456 T&amp;M \u043c\u043e\u0434\u0435\u043b\u0456 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439\u0434\u0456.<\/p><\/li><\/ul><\/li><li><h4 class=\"ds-markdown-paragraph\">\u0421\u0446\u0435\u043d\u0430\u0440\u0438\u0439 C: \u00ab\u0411\u0456\u0437\u0433\u0435 \u04af\u0437\u0434\u0456\u043a\u0441\u0456\u0437 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443 \u043c\u0435\u043d \u049b\u043e\u043b\u0434\u0430\u0443 \u049b\u0430\u0436\u0435\u0442\u00bb.<\/h4><ul><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u041c\u043e\u0434\u0435\u043b\u044c:<\/strong> \u0410\u0431\u043e\u043d\u0435\u043d\u0442\u0442\u0456\u043a \u0442\u04e9\u043b\u0435\u043c (\u0410\u0440\u043d\u0430\u0439\u044b \u043a\u043e\u043c\u0430\u043d\u0434\u0430).<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u049a\u0430\u0448\u0430\u043d \u0436\u0430\u0440\u0430\u043c\u0434\u044b:<\/strong> \u04e8\u043d\u0456\u043c \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u043b\u0493\u0430\u043d, \u0431\u0456\u0440\u0430\u049b \u0442\u04b1\u0440\u0430\u049b\u0442\u044b \u0434\u0430\u043c\u0443\u0434\u044b \u049b\u0430\u0436\u0435\u0442 \u0435\u0442\u043a\u0435\u043d\u0434\u0435. \u0421\u0456\u0437 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043d\u044b \u0431\u0456\u0440 \u0430\u0439\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u044b\u043b\u0493\u0430 \u00ab\u0436\u0430\u043b\u0430\u043b\u044b\u049b\u0441\u044b\u0437\u00bb. \u0411\u04b1\u043b \u041b\u043e\u043d\u0434\u043e\u043d\u0434\u0430 \u0456\u0448\u043a\u0456 \u049b\u04b1\u0440\u0430\u043c \u0436\u0430\u043b\u0434\u0430\u0493\u0430\u043d\u0493\u0430 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 \u0442\u0438\u0456\u043c\u0434\u0456 \u0436\u04d9\u043d\u0435 \u0444\u0440\u0438\u043b\u0430\u043d\u0441\u049b\u0430 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 \u0441\u0435\u043d\u0456\u043c\u0434\u0456.<\/p><\/li><\/ul><\/li><\/ul><h2 class=\"ds-markdown-paragraph\">4. \u00ab\u0414\u04d9\u043b \u0421\u043e\u043b \u0421\u0435\u0440\u0456\u043a\u0442\u0435\u0441\u0442\u0456\u00bb \u049a\u0430\u043b\u0430\u0439 \u0422\u0430\u0431\u0443\u0493\u0430 \u0411\u043e\u043b\u0430\u0434\u044b?<\/h2><p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u2013 \u0448\u0435\u0442\u0435\u043b\u0434\u0456\u043a \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043b\u0430\u0440\u043c\u0435\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0443 \u04af\u0448\u0456\u043d \u0415\u0443\u0440\u043e\u043f\u0430\u0434\u0430\u0493\u044b \u0435\u04a3 \u0430\u0448\u044b\u049b \u043d\u0430\u0440\u044b\u049b\u0442\u0430\u0440\u0434\u044b\u04a3 \u0431\u0456\u0440\u0456. \u0411\u0456\u0440\u0430\u049b \u0431\u0440\u0438\u0442\u0430\u043d\u0434\u044b\u049b \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u0430\u0433\u043c\u0430\u0442\u0438\u043a\u0430\u043b\u044b\u049b. \u0413\u0435\u043e\u0433\u0440\u0430\u0444\u0438\u044f \u049a\u04b1\u043d\u0434\u044b\u043b\u044b\u049b\u0442\u0430\u043d \u0433\u04e9\u0440\u0456 \u0430\u0437 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b.<\/p><p class=\"ds-markdown-paragraph\">\u0421\u0435\u0440\u0456\u043a\u0442\u0435\u0441\u0442\u0456 \u0442\u0430\u04a3\u0434\u0430\u0493\u0430\u043d\u0434\u0430, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043b\u0430\u0440 \u0435\u043d\u0434\u0456 \u04af\u0448 \u0448\u0435\u0448\u0443\u0448\u0456 \u0444\u0430\u043a\u0442\u043e\u0440\u0493\u0430 \u043d\u0430\u0437\u0430\u0440 \u0430\u0443\u0434\u0430\u0440\u0430\u0434\u044b:<\/p><ol start=\"1\"><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0422\u0430\u049b\u044b\u0440\u044b\u043f\u0442\u044b\u049b \u0441\u0430\u043b\u0430 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0431\u0456\u043b\u0456\u043a\u0442\u0456\u043b\u0456\u043a: <\/strong>\u00a0\u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u0434\u0430\u0440 \u0431\u0435\u0434\u0435\u043b\u0456\u043d \u0436\u043e\u0493\u0430\u043b\u0442\u0443\u0434\u0430. \u0415\u0433\u0435\u0440 \u0441\u0456\u0437 \u0444\u0438\u043d\u0442\u0435\u0445\u0442\u0435 \u0431\u043e\u043b\u0441\u0430\u04a3\u044b\u0437, \u0441\u0456\u0437\u0433\u0435 Open Banking \u043c\u0435\u043d GDPR \u0442\u0443\u0440\u0430\u043b\u044b \u0442\u04af\u0441\u0456\u043d\u0435\u0442\u0456\u043d, \u0436\u0430\u0439 \u043a\u043e\u0434 \u0436\u0430\u0437\u0443 \u0435\u043c\u0435\u0441, \u0441\u0435\u0440\u0456\u043a\u0442\u0435\u0441 \u043a\u0435\u0440\u0435\u043a.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0410\u0448\u044b\u049b\u0442\u044b\u049b:<\/strong> \u0411\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u043b\u044b\u049b \u043a\u043b\u0438\u0435\u043d\u0442\u0442\u0435\u0440 \u0431\u043e\u043b\u0436\u0430\u043c\u0434\u044b\u043b\u044b\u049b\u0442\u044b \u049b\u0430\u0434\u0456\u0440\u043b\u0435\u0439\u0434\u0456. \u0422\u04b1\u0440\u0430\u049b\u0442\u044b \u0434\u0435\u043c\u043e-\u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u043b\u0456\u043c\u0434\u0435\u0440, Jira-\u0493\u0430 \u049b\u043e\u043b \u0436\u0435\u0442\u043a\u0456\u0437\u0443 \u0436\u04d9\u043d\u0435 \u0430\u043d\u044b\u049b \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441 \u2013 \u0431\u04b1\u043b \u0433\u0438\u0433\u0438\u0435\u043d\u0430\u043b\u044b\u049b \u043c\u0438\u043d\u0438\u043c\u0443\u043c.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0417\u0430\u04a3\u0438 \u0430\u0439\u049b\u044b\u043d\u0434\u044b\u049b:<\/strong>\u00a0 \u0410\u049b\u043f\u0430\u0440\u0430\u0442\u0442\u044b\u049b \u043c\u0435\u043d\u0448\u0456\u043a \u049b\u04b1\u049b\u044b\u0493\u044b\u043d (IP) \u049b\u043e\u0440\u0493\u0430\u0443 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0430\u043d\u044b\u049b \u044e\u0440\u0438\u0441\u0434\u0438\u043a\u0446\u0438\u044f \u0436\u04d9\u043d\u0435 \u043a\u0435\u043f\u0456\u043b\u0434\u0456\u043a\u0442\u0435\u0440.<\/p><\/li><\/ol><h2 class=\"ds-markdown-paragraph\">Sailet Case: \u04d8\u0437\u0456\u0440\u043b\u0435\u0443\u0434\u0456\u04a3 \u0411\u043e\u043b\u0430\u0448\u0430\u049b\u049b\u0430 \u0411\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043d\u0493\u0430\u043d \u0422\u04d9\u0441\u0456\u043b\u0456<\/h2><p class=\"ds-markdown-paragraph\">Sailet-\u0442\u0435 \u0431\u0456\u0437 \u043d\u0430\u0440\u044b\u049b\u0442\u044b\u04a3 \u00ab\u043a\u043b\u0438\u0435\u043d\u0442-\u0436\u0435\u0442\u043a\u0456\u0437\u0443\u0448\u0456\u00bb \u0444\u043e\u0440\u043c\u0430\u0442\u044b\u043d\u0430\u043d \u0430\u0441\u044b\u043f \u043a\u0435\u0442\u043a\u0435\u043d\u0456\u043d \u043a\u04e9\u0440\u0435\u043c\u0456\u0437. \u049a\u0430\u0437\u0456\u0440 \u0441\u0435\u0440\u0456\u043a\u0442\u0435\u0441\u0442\u0456\u043a \u0437\u0430\u043c\u0430\u043d\u044b.<\/p><p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043d\u0430\u0440\u044b\u0493\u044b\u043c\u0435\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0443 \u0431\u0430\u0440\u044b\u0441\u044b\u043d\u0434\u0430 \u0431\u0456\u0437 \u00ab\u0422\u0430\u049b\u044b\u0440\u044b\u043f\u0442\u044b\u049b \u0441\u0430\u043b\u0430\u0434\u0430\u0493\u044b \u0411\u043e\u043b\u0430\u0448\u0430\u049b\u049b\u0430 \u041a\u04e9\u0437\u049b\u0430\u0440\u0430\u0441 \u0418\u0435\u0441\u0456\u00bb \u043f\u043e\u0437\u0438\u0446\u0438\u044f\u0441\u044b\u043d \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0434\u044b\u049b. \u0411\u04b1\u043b \u043a\u043b\u0438\u0435\u043d\u0442 \u04af\u0448\u0456\u043d \u043d\u0435\u043d\u0456 \u0431\u0456\u043b\u0434\u0456\u0440\u0435\u0434\u0456?<\/p><ul><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043b\u044b\u049b \u0431\u0430\u0493\u0434\u0430\u0440:<\/strong>\u00a0 \u0411\u0456\u0437 \u0442\u0435\u0440\u0435\u04a3 AI \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f\u0441\u044b\u043c\u0435\u043d \u0442\u0430\u043f\u0441\u044b\u0440\u044b\u0441 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0432\u0435\u0431\/\u043c\u043e\u0431\u0438\u043b\u044c\u0434\u0456 \u049b\u043e\u0441\u044b\u043c\u0448\u0430\u043b\u0430\u0440 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443\u0433\u0435 \u043c\u0430\u043c\u0430\u043d\u0434\u0430\u043d\u0493\u0430\u043d\u0431\u0456\u0437. \u0411\u0456\u0437 \u0441\u0456\u0437\u0434\u0456\u04a3 \u0436\u043e\u0431\u0430\u04a3\u044b\u0437\u0434\u0430 \u04af\u0439\u0440\u0435\u043d\u0431\u0435\u0439\u043c\u0456\u0437 \u2013 \u0431\u0456\u0437 \u0434\u0430\u0439\u044b\u043d \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u043b\u0435\u0440 \u043c\u0435\u043d \u043c\u043e\u0434\u0443\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u04d9\u043a\u0435\u043b\u0435\u043c\u0456\u0437.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u042d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430\u043b\u044b\u049b \u0442\u0438\u0456\u043c\u0434\u0456\u043b\u0456\u043a:<\/strong> Astana Hub \u0442\u04b1\u0440\u0493\u044b\u043d\u044b \u0440\u0435\u0442\u0456\u043d\u0434\u0435 \u0431\u0456\u0437 \u0441\u0430\u043b\u044b\u049b \u0436\u0435\u04a3\u0456\u043b\u0434\u0456\u043a\u0442\u0435\u0440\u0456\u043d\u0435\u043d (\u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u0442\u0456\u043a \u0441\u0430\u043b\u044b\u049b 0%) \u043f\u0430\u0439\u0434\u0430 \u0430\u043b\u0430\u043c\u044b\u0437. \u0411\u04b1\u043b \u0431\u0456\u0437\u0433\u0435 \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u043d\u044b\u04a3 \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u0430\u0433\u0435\u043d\u0442\u0442\u0456\u043a\u0442\u0435\u0440\u0456\u043d\u0435 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 30-40% \u0442\u04e9\u043c\u0435\u043d \u0431\u0430\u0493\u0430 \u04b1\u0441\u044b\u043d\u0443\u0493\u0430 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0435\u0434\u0456, \u0441\u043e\u043d\u044b\u043c\u0435\u043d \u0431\u0456\u0440\u0433\u0435 \u0430\u0493\u0430 \u0434\u0435\u04a3\u0433\u0435\u0439\u0434\u0435\u0433\u0456 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043d\u044b \u0436\u04d9\u043d\u0435 \u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u0436\u04b1\u043c\u044b\u0441 \u043a\u04af\u043d\u0456\u043c\u0435\u043d \u044b\u04a3\u0493\u0430\u0439\u043b\u044b \u04af\u0439\u043b\u0435\u0441\u0456\u043c\u0434\u0456 \u0443\u0430\u049b\u044b\u0442 \u0431\u0435\u043b\u0434\u0435\u0443\u0456\u043d \u0441\u0430\u049b\u0442\u0430\u0439 \u043e\u0442\u044b\u0440\u044b\u043f.<\/p><\/li><li><p class=\"ds-markdown-paragraph translation-block\"><strong>\u0418\u043a\u0435\u043c\u0434\u0456\u043b\u0456\u043a:<\/strong> \u0411\u0456\u0437 \u0433\u0438\u0431\u0440\u0438\u0434\u0442\u0456\u043a \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0435 \u04af\u0437\u0434\u0456\u043a\u0431\u0456\u0437 \u2013 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u0434\u044b \u0442\u04d9\u0443\u0435\u043a\u0435\u043b\u043c\u0435\u043d \u0431\u0456\u0437\u0434\u0456 \u0441\u044b\u043d\u0430\u0443 \u04af\u0448\u0456\u043d Discovery \u0444\u0430\u0437\u0430\u0441\u044b\u043d \u0411\u0435\u043a\u0456\u0442\u0456\u043b\u0433\u0435\u043d \u0411\u0430\u0493\u0430\u043c\u0435\u043d \u0431\u0430\u0441\u0442\u0430\u043f, \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0442\u0430\u0443 \u04af\u0448\u0456\u043d Agile\/T&amp;M \u043c\u043e\u0434\u0435\u043b\u0456\u043d\u0435 \u043a\u04e9\u0448\u0435\u043c\u0456\u0437.<\/p><\/li><\/ul><h2 class=\"ds-markdown-paragraph\">\u049a\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b<\/h2><p class=\"ds-markdown-paragraph\">\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f\u0434\u0430 2025 \u0436\u044b\u043b \u2013 \u043f\u0440\u0430\u0433\u043c\u0430\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u0441\u0430\u043d\u0434\u044b\u049b\u0442\u0430\u043d\u0434\u044b\u0440\u0443 \u0436\u044b\u043b\u044b. \u0416\u0435\u04a3\u0456\u043c\u043f\u0430\u0437\u0434\u0430\u0440 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043b\u044b\u049b \u0448\u044b\u0493\u044b\u043d\u0434\u0430\u0440\u0434\u044b (FTE) \u0430\u0440\u0442\u0442\u044b\u0440\u043c\u0430\u0439, \u0442\u0435\u0437 \u0436\u0430\u04a3\u0430\u0448\u044b\u043b\u0434\u044b\u049b\u0442\u0430\u0440\u0434\u044b (AI) \u0435\u043d\u0433\u0456\u0437\u0435\u0442\u0456\u043d\u0434\u0435\u0440 \u0431\u043e\u043b\u0430\u0434\u044b.<\/p><p class=\"ds-markdown-paragraph\">\u0415\u0433\u0435\u0440 \u0441\u0456\u0437\u0434\u0456\u04a3 IT \u0436\u043e\u0431\u0430\u04a3\u044b\u0437 \u0442\u043e\u049b\u0442\u0430\u043f \u049b\u0430\u043b\u0493\u0430\u043d \u0441\u0438\u044f\u049b\u0442\u044b \u0441\u0435\u0437\u0456\u043b\u0441\u0435 \u043d\u0435\u043c\u0435\u0441\u0435 AI \u049b\u0430\u043b\u0430\u0439 \u0430\u049b\u0448\u0430 \u04af\u043d\u0435\u043c\u0434\u0435\u0443\u0433\u0435 \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0442\u0456\u043d\u0456\u043d \u043d\u0430\u049b\u0442\u044b \u0442\u04af\u0441\u0456\u043d\u0431\u0435\u0441\u0435\u04a3\u0456\u0437, \u0441\u044b\u0440\u0442\u049b\u044b \u043a\u04e9\u0437\u049b\u0430\u0440\u0430\u0441 \u049b\u0430\u0436\u0435\u0442 \u0431\u043e\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p><h4 class=\"ds-markdown-paragraph\"><img decoding=\"async\" class=\"emoji\" role=\"img\" draggable=\"false\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f680.svg\" alt=\"\ud83d\ude80\" \/> \u0416\u043e\u0431\u0430\u04a3\u044b\u0437\u0493\u0430 \u0422\u0435\u0433\u0456\u043d \u042d\u043a\u0441\u043f\u0440\u0435\u0441\u0441-\u0410\u0443\u0434\u0438\u0442<\/h4><p class=\"ds-markdown-paragraph\">\u0411\u0456\u0437 \u0441\u0456\u0437\u0433\u0435 Sailet-\u0442\u0456\u04a3 \u0436\u0435\u0442\u0435\u043a\u0448\u0456 \u0441\u04d9\u0443\u043b\u0435\u0442\u0448\u0456\u0441\u0456\u043c\u0435\u043d 30 \u043c\u0438\u043d\u0443\u0442\u0442\u044b\u049b \u0441\u0435\u0441\u0441\u0438\u044f\u043d\u044b \u04b1\u0441\u044b\u043d\u0430\u043c\u044b\u0437. \u041c\u0456\u043d\u0434\u0435\u0442\u0442\u0435\u043c\u0435\u043b\u0435\u0440 \u0436\u043e\u049b, \u049b\u0430\u0442\u0442\u044b \u0441\u0430\u0442\u0443 \u0436\u043e\u049b.<\/p><p class=\"ds-markdown-paragraph\"><strong>\u0421\u0456\u0437 \u043d\u0435 \u0430\u043b\u0430\u0441\u044b\u0437:<\/strong><\/p><ul><li><p class=\"ds-markdown-paragraph\">\u0410\u0493\u044b\u043c\u0434\u0430\u0493\u044b \u0441\u04d9\u0443\u043b\u0435\u0442 \u043d\u0435\u043c\u0435\u0441\u0435 \u0438\u0434\u0435\u044f\u04a3\u044b\u0437\u0434\u044b\u04a3 \u0430\u0434\u0430\u043b \u0431\u0430\u0493\u0430\u0441\u044b.<\/p><\/li><li><p class=\"ds-markdown-paragraph\">\u0421\u0456\u0437\u0434\u0456\u04a3 \u0442\u0430\u049b\u044b\u0440\u044b\u043f\u0442\u044b\u049b \u0441\u0430\u043b\u0430\u04a3\u044b\u0437\u0493\u0430 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d AI \u049b\u043e\u043b\u0434\u0430\u043d\u0443 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0442\u0430\u043b\u0434\u0430\u0443\u044b (ROI \u043c\u044b\u0441\u0430\u043b\u0434\u0430\u0440\u044b\u043c\u0435\u043d).<\/p><\/li><li><p class=\"ds-markdown-paragraph\">\u0411\u043e\u043b\u0436\u0430\u043c\u0434\u044b \u0448\u044b\u0493\u044b\u043d\u0434\u0430\u0440 \u043c\u0435\u043d \u043c\u0435\u0440\u0437\u0456\u043c\u0434\u0435\u0440\u0434\u0456\u04a3 \u0435\u0441\u0435\u0431\u0456 (MVP \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u043e\u043b\u044b\u049b \u0436\u04af\u0439\u0435 \u04af\u0448\u0456\u043d).<\/p><\/li><\/ul><p class=\"ds-markdown-paragraph translation-block\"><a href=\"https:\/\/sailet.kz\/\" target=\"_self\"><strong>\u042d\u043a\u0441\u043f\u0440\u0435\u0441\u0441-\u0410\u0443\u0434\u0438\u0442\u043a\u0435 \u0416\u0430\u0437\u0434\u044b\u0440\u044b\u04a3\u044b\u0437<\/strong><\/a> \u2013 \u0431\u0438\u0437\u0441\u0456\u04a3\u0456\u0437\u0434\u0456\u04a3 \u04e9\u0441\u0443 \u04d9\u043b\u0435\u0443\u0435\u0442\u0456\u04a3\u0456\u0437 \u049b\u0430\u0439\u0434\u0430 \u0436\u0430\u0441\u044b\u0440\u044b\u043b\u0493\u0430\u043d\u044b\u043d \u0431\u0456\u043b\u0456\u04a3\u0456\u0437.<\/p><p class=\"ds-markdown-paragraph\"><em>\u0411\u04b1\u043b \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b Grand View Research, \u0421\u0406\u041c (\u0421\u044b\u0440\u0442\u049b\u044b \u0456\u0441\u0442\u0435\u0440 \u043c\u0438\u043d\u0438\u0441\u0442\u0440\u043b\u0456\u0433\u0456) \u0436\u04d9\u043d\u0435 \u0456\u0448\u043a\u0456 \u043d\u0430\u0440\u044b\u049b \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430\u0441\u044b\u043d\u044b\u04a3 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0435 \u043d\u0435\u0433\u0456\u0437\u0434\u0435\u043b\u0433\u0435\u043d.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec065f6 e-flex e-con-boxed e-con e-parent\" data-id=\"ec065f6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bdbf25b e-con-full e-flex e-con e-child\" data-id=\"bdbf25b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57baf34 elementor-widget elementor-widget-spacer\" data-id=\"57baf34\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8572aed elementor-widget elementor-widget-heading\" data-id=\"8572aed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u2726 \u049a\u0430\u0437\u0456\u0440\u0434\u0456\u04a3 \u04e9\u0437\u0456\u043d\u0434\u0435 \u043a\u0435\u04a3\u0435\u0441 \u0430\u043b\u0443\u0493\u0430 \u0436\u0430\u0437\u044b\u043b\u044b\u04a3\u044b\u0437<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dd3489 elementor-widget elementor-widget-text-editor\" data-id=\"9dd3489\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div id=\"rec814503482\" class=\"r t-rec t-rec_pt_90\" data-animationappear=\"off\" data-record-type=\"396\" data-bg-color=\"#ffffff\">\n<div class=\"t396\">\n<div class=\"t396__artboard rendered\" data-artboard-recid=\"814503482\" data-artboard-screens=\"320,480,640,960,1200\" data-artboard-height=\"320\" data-artboard-valign=\"center\" data-artboard-upscale=\"grid\" data-artboard-height-res-320=\"370\" data-artboard-height-res-480=\"320\" data-artboard-height-res-640=\"320\" data-artboard-height-res-960=\"290\" data-artboard-proxy-min-offset-top=\"0\" data-artboard-proxy-min-height=\"320\" data-artboard-proxy-max-height=\"320\">\n<div class=\"t396__elem tn-elem tn-elem__8145034821728645407073 t-animate t-animate_started\" data-elem-id=\"1728645407073\" data-elem-type=\"text\" data-field-top-value=\"119\" data-field-left-value=\"60\" data-field-width-value=\"647\" data-field-axisy-value=\"top\" data-field-axisx-value=\"left\" data-field-container-value=\"grid\" data-field-topunits-value=\"px\" data-field-leftunits-value=\"px\" data-field-heightunits-value=\"\" data-field-widthunits-value=\"px\" data-animate-style=\"fadeinup\" data-animate-duration=\"1\" data-animate-distance=\"100\" data-animate-mobile=\"y\" data-field-top-res-320-value=\"149\" data-field-left-res-320-value=\"20\" data-field-width-res-320-value=\"281\" data-field-top-res-480-value=\"122\" data-field-left-res-480-value=\"39\" data-field-width-res-480-value=\"400\" data-field-top-res-640-value=\"131\" data-field-left-res-640-value=\"40\" data-field-width-res-640-value=\"560\" data-field-top-res-960-value=\"92\" data-field-left-res-960-value=\"40\" data-field-width-res-960-value=\"582\" data-fields=\"top,left,width,container,axisx,axisy,widthunits,leftunits,topunits\" data-observer-ready=\"true\">\n<div class=\"tn-atom\" data-ninja-font=\"montserrat_thin_normal_tw9ud\">\u0436\u04d9\u043d\u0435 IT-\u0448\u0435\u0448\u0456\u043c\u0434\u0435\u0440\u0434\u0456 \u0435\u043d\u0433\u0456\u0437\u0443 \u0431\u0438\u0437\u043d\u0435\u0441\u0456\u04a3\u0456\u0437\u0434\u0456 \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u0443\u0493\u0430 \u049b\u0430\u043b\u0430\u0439 \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0442\u0456\u043d\u0456\u043d \u043a\u04e9\u0431\u0456\u0440\u0435\u043a \u0431\u0456\u043b\u0456\u04a3\u0456\u0437.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de34ff8 elementor-widget elementor-widget-button\" data-id=\"de34ff8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#popform\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0422\u0456\u0440\u043a\u0435\u043b\u0443<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7ad150 elementor-widget elementor-widget-spacer\" data-id=\"c7ad150\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3dd379bd e-flex e-con-boxed e-con e-parent\" data-id=\"3dd379bd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-729d1cfc elementor-widget elementor-widget-spacer\" data-id=\"729d1cfc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"\u04b0\u043b\u044b\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u044f \u043d\u0430\u0440\u044b\u0493\u044b \u04e9\u0437\u0433\u0435\u0440\u0456\u0441\u0442\u0435\u0440 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