{"id":2418,"date":"2025-09-05T00:26:36","date_gmt":"2025-09-05T07:26:36","guid":{"rendered":"https:\/\/kiemtoan.man.net.vn\/?p=2418"},"modified":"2025-12-23T00:51:11","modified_gmt":"2025-12-23T07:51:11","slug":"data-analytics-trong-kiem-toan","status":"publish","type":"post","link":"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/","title":{"rendered":"\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u8ca1\u52d9\u5831\u544a\u306e\u54c1\u8cea\u3068\u900f\u660e\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002"},"content":{"rendered":"<p>\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u73fe\u4ee3\u306e\u76e3\u67fb\u306e\u57fa\u76e4\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u304c\u9ad8\u307e\u308a\u3001\u5f93\u6765\u306e\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u624b\u6cd5\u306b\u306f\u660e\u3089\u304b\u306a\u9650\u754c\u304c\u3042\u308b\u4e2d\u3067\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u76e3\u67fb\u4eba\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4fa1\u5024\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6295\u8cc7\u5bb6\u306e\u900f\u660e\u6027\u3078\u306e\u671f\u5f85\u306b\u5fdc\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4f01\u696d\u306e\u8ca1\u52d9\u5065\u5168\u6027\u306b\u95a2\u3059\u308b\u6700\u3082\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u8a55\u4fa1\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u7d22\u5f15<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Hieu_ve_Data_Analytics_trong_kiem_toan_va_tam_quan_trong_hien_nay\" >\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u305d\u306e\u73fe\u5728\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Ung_dung_Data_Analytics_theo_tung_giai_doan_cua_quy_trinh_kiem_toan\" >\u76e3\u67fb\u30d7\u30ed\u30bb\u30b9\u306e\u5404\u6bb5\u968e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u9069\u7528\u3057\u307e\u3059\u3002<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Bon_phuong_phap_phan_tich_du_lieu_chu_dao_de_toi_uu_muc_tieu_kiem_toan\" >\u76e3\u67fb\u76ee\u6a19\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e 4 \u3064\u306e\u4e3b\u8981\u306a\u30c7\u30fc\u30bf\u5206\u6790\u65b9\u6cd5\u3002<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Loi_ich_chien_luoc_va_gia_tri_gia_tang_cho_doanh_nghiep\" >\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u306e\u6226\u7565\u7684\u30e1\u30ea\u30c3\u30c8\u3068\u4ed8\u52a0\u4fa1\u5024\u3002<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Thach_thuc_ve_tu_duy_va_ha_tang_trong_trien_khai_thuc_te\" >\u5b9f\u969b\u306e\u5b9f\u65bd\u306b\u304a\u3051\u308b\u8003\u3048\u65b9\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8ab2\u984c\u3002<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Tuong_lai_cua_kiem_toan_lien_tuc_va_su_troi_day_cua_AI\" >\u7d99\u7d9a\u7684\u76e3\u67fb\u306e\u672a\u6765\u3068 AI \u306e\u53f0\u982d\u3002<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Thong_tin_lien_he_MAN_%E2%80%93_Master_Accountant_Network\" >MAN\uff08\u30de\u30b9\u30bf\u30fc\u30a2\u30ab\u30a6\u30f3\u30bf\u30f3\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306e\u9023\u7d61\u5148<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/kiemtoan.man.net.vn\/ja\/data-analytics-trong-kiem-toan\/#Cac_dich_vu_khac\" >\u305d\u306e\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Hieu_ve_Data_Analytics_trong_kiem_toan_va_tam_quan_trong_hien_nay\"><\/span>\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u305d\u306e\u73fe\u5728\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure id=\"attachment_4182\" aria-describedby=\"caption-attachment-4182\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4182\" src=\"https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Data-Analytics-trong-kiem-toan-nang-cao-chat-luong-va-minh-bach-bao-cao-tai-chinh.jpg\" alt=\"Data Analytics trong kie\u0302\u0309m toa\u0301n na\u0302ng cao cha\u0302\u0301t lu\u031bo\u031b\u0323ng va\u0300 minh ba\u0323ch ba\u0301o ca\u0301o ta\u0300i chi\u0301nh\" width=\"800\" height=\"500\" srcset=\"https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Data-Analytics-trong-kiem-toan-nang-cao-chat-luong-va-minh-bach-bao-cao-tai-chinh.jpg 800w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Data-Analytics-trong-kiem-toan-nang-cao-chat-luong-va-minh-bach-bao-cao-tai-chinh-300x188.jpg 300w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Data-Analytics-trong-kiem-toan-nang-cao-chat-luong-va-minh-bach-bao-cao-tai-chinh-768x480.jpg 768w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Data-Analytics-trong-kiem-toan-nang-cao-chat-luong-va-minh-bach-bao-cao-tai-chinh-18x12.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-4182\" class=\"wp-caption-text\">\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u8ca1\u52d9\u5831\u544a\u306e\u54c1\u8cea\u3068\u900f\u660e\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/figcaption><\/figure>\n<p>\u76e3\u67fb\u5206\u91ce\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u5358\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5c02\u9580\u7684\u306a\u5224\u65ad\u3068\u6700\u65b0\u306e\u5206\u6790\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u8ca1\u52d9\u6570\u5024\u306e\u6574\u5408\u6027\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u610f\u5473\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3001\u89e3\u91c8\u3001\u4f1d\u9054\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/p>\n<p>\u76e3\u67fb 4.0 \u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306f\u5287\u7684\u306a\u5909\u5316\u3092\u9042\u3052\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30b5\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u304b\u3089\u30b3\u30a2\u624b\u6cd5\u307e\u3067: \u30c7\u30fc\u30bf\u5206\u6790\u306f\u3082\u306f\u3084\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u306a\u304f\u3001\u30d9\u30c8\u30ca\u30e0\u76e3\u67fb\u57fa\u6e96 (VSA) \u306e\u8fd1\u4ee3\u5316\u306e\u65b9\u5411\u6027\u306b\u6cbf\u3063\u3066\u3001\u9ad8\u54c1\u8cea\u306e\u76e3\u67fb\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306e\u5fc5\u9808\u306e\u30b9\u30ad\u30eb\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<li>\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u76e3\u67fb\u3078\u306e\u5fc5\u7136\u7684\u306a\u79fb\u884c: \u76e3\u67fb\u4eba\u306f\u3001\u6b20\u843d\u306e\u30ea\u30b9\u30af\u3092\u4f34\u3046\u78ba\u7387\u7684\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u306e\u307f\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u3059\u3079\u3066\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u7db2\u7f85\u3059\u308b\u5b8c\u5168\u306a\u6bcd\u96c6\u56e3\u30c6\u30b9\u30c8\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u5c02\u9580\u7684\u306a\u5224\u65ad\u306b\u304a\u3051\u308b\u5f79\u5272: \u30c7\u30fc\u30bf\u306f\u5ba2\u89b3\u7684\u306a\u8a3c\u62e0\u3092\u63d0\u4f9b\u3057\u3001\u76e3\u67fb\u4eba\u304c\u4e3b\u89b3\u7684\u306a\u7d4c\u9a13\u3067\u306f\u306a\u304f\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ung_dung_Data_Analytics_theo_tung_giai_doan_cua_quy_trinh_kiem_toan\"><\/span>\u76e3\u67fb\u30d7\u30ed\u30bb\u30b9\u306e\u5404\u6bb5\u968e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u9069\u7528\u3057\u307e\u3059\u3002<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4183\" src=\"https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Ung-dung-Data-Analytics-theo-tung-giai-doan-cua-quy-trinh-kiem-toan.jpg\" alt=\"\" width=\"800\" height=\"500\" srcset=\"https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Ung-dung-Data-Analytics-theo-tung-giai-doan-cua-quy-trinh-kiem-toan.jpg 800w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Ung-dung-Data-Analytics-theo-tung-giai-doan-cua-quy-trinh-kiem-toan-300x188.jpg 300w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Ung-dung-Data-Analytics-theo-tung-giai-doan-cua-quy-trinh-kiem-toan-768x480.jpg 768w, https:\/\/kiemtoan.man.net.vn\/wp-content\/uploads\/2025\/09\/Ung-dung-Data-Analytics-theo-tung-giai-doan-cua-quy-trinh-kiem-toan-18x12.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d71\u5408\u306f\u5358\u72ec\u3067\u884c\u308f\u308c\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u76e3\u67fb\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3068\u7d71\u5408\u3055\u308c\u3001\u6700\u521d\u304b\u3089\u6700\u5f8c\u307e\u3067\u5909\u9769\u3059\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n<p>\u8a08\u753b\u3068\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u6bb5\u968e\u306f\u3001\u6700\u3082\u5287\u7684\u306a\u5909\u5316\u304c\u898b\u3089\u308c\u308b\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002ERP\u30b7\u30b9\u30c6\u30e0\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u3001\u696d\u754c\u52d5\u5411\u306a\u3069\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u76e3\u67fb\u4eba\u306f\u91cd\u8981\u306a\u865a\u507d\u8868\u793a\u30ea\u30b9\u30af\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306eVSA 315\u306e\u8981\u4ef6\u3092\u53b3\u683c\u306b\u9075\u5b88\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u4e2d\u3055\u305b\u308b\u3079\u304d\u4e3b\u8981\u306a\u30ea\u30b9\u30af\u9818\u57df\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u76e3\u67fb\u6bb5\u968e\u3067\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u4e0d\u6b63\u884c\u70ba\u3084\u30a8\u30e9\u30fc\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306e\u300c\u76e3\u8996\u306e\u76ee\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5916\u308c\u5024\u306e\u7279\u5b9a: \u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u691c\u51fa\u304c\u96e3\u3057\u3044\u3001\u4fa1\u5024\u3001\u30bf\u30a4\u30df\u30f3\u30b0\u3001\u53c2\u52a0\u8005\u306e\u89b3\u70b9\u304b\u3089\u7570\u5e38\u306a\u53d6\u5f15\u3092\u898b\u3064\u3051\u307e\u3059\u3002<\/li>\n<li>\u4e00\u8cab\u6027\u5206\u6790: \u7570\u306a\u308b\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u9593\u306e\u4e00\u8cab\u6027\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6b6a\u307f\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u610f\u898b\u5f62\u6210\u304a\u3088\u3073\u7d71\u5408\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u76f8\u4e92\u53c2\u7167\u3057\u3001\u76e3\u67fb\u4eba\u306b\u5831\u544a\u66f8\u306e\u627f\u8a8d\u306e\u305f\u3081\u306e\u78ba\u56fa\u305f\u308b\u6839\u62e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4f1a\u8a08\u30d7\u30ed\u30bb\u30b9\u306e\u6574\u5408\u6027\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u975e\u8ca1\u52d9\u30c7\u30fc\u30bf\u306b\u3082\u7d71\u5236\u7bc4\u56f2\u304c\u62e1\u5f35\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bon_phuong_phap_phan_tich_du_lieu_chu_dao_de_toi_uu_muc_tieu_kiem_toan\"><\/span>\u76e3\u67fb\u76ee\u6a19\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e 4 \u3064\u306e\u4e3b\u8981\u306a\u30c7\u30fc\u30bf\u5206\u6790\u65b9\u6cd5\u3002<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6700\u9069\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u76e3\u67fb\u4eba\u306f\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u5206\u6790\u3092\u67d4\u8edf\u306b\u8abf\u6574\u3057\u3001\u5404\u76e3\u67fb\u306b\u304a\u3051\u308b\u7279\u5b9a\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u8868\u306f\u3001\u73fe\u5728\u5927\u624b\u76e3\u67fb\u6cd5\u4eba\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u5206\u6790\u65b9\u6cd5\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<table style=\"width: 100%; border-color: #000000;\" border=\"1\" cellspacing=\"2\" cellpadding=\"12\">\n<tbody>\n<tr>\n<th style=\"text-align: center;\">\u5206\u6790\u65b9\u6cd5<\/th>\n<th style=\"text-align: center;\">\u4e3b\u306a\u76ee\u7684<\/th>\n<th style=\"text-align: center;\">\u76e3\u67fb\u306b\u304a\u3051\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f8b\u3002<\/th>\n<\/tr>\n<tr>\n<td>\u8a18\u8ff0\u5206\u6790<\/td>\n<td>\u4f55\u304c\u8d77\u3053\u3063\u305f\u304b\u306e\u8981\u7d04<\/td>\n<td>\u50b5\u52d9\u306e\u5206\u985e\u3068\u53ce\u76ca\u69cb\u9020\u306b\u95a2\u3059\u308b\u6982\u8981\u30ec\u30dd\u30fc\u30c8\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u8a3a\u65ad\u5206\u6790<\/td>\n<td>\u306a\u305c\u305d\u308c\u304c\u8d77\u3053\u3063\u305f\u306e\u304b\u8abf\u3079\u3066\u304f\u3060\u3055\u3044\u3002<\/td>\n<td>\u7570\u5e38\u306a\u30b3\u30b9\u30c8\u5909\u52d5\u306e\u6839\u672c\u539f\u56e0\u3092\u8abf\u67fb\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u4e88\u6e2c\u5206\u6790<\/td>\n<td>\u5c06\u6765\u306e\u30ea\u30b9\u30af\u3092\u4e88\u6e2c\u3059\u308b<\/td>\n<td>\u5c65\u6b74\u306b\u57fa\u3065\u3044\u3066\u652f\u6255\u3044\u80fd\u529b\u307e\u305f\u306f\u4e0d\u826f\u50b5\u6a29\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u63d0\u6848\u5206\u6790<\/td>\n<td>\u884c\u52d5\u89e3\u6c7a\u7b56\u3092\u63d0\u6848\u3059\u308b<\/td>\n<td>\u5185\u90e8\u7d71\u5236\u3092\u6539\u5584\u3057\u3001\u76e3\u67fb\u306e\u8aac\u660e\u8cac\u4efb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u30d4\u30e9\u30df\u30c3\u30c9 \u30e2\u30c7\u30eb\u3067\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u8a18\u8ff0\u5206\u6790\u304c\u57fa\u790e\u3068\u306a\u308a\u3001\u63d0\u6848\u5206\u6790\u304c\u9867\u5ba2\u306b\u3068\u3063\u3066\u306e\u4fa1\u5024\u5275\u9020\u306e\u9802\u70b9\u3068\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Loi_ich_chien_luoc_va_gia_tri_gia_tang_cho_doanh_nghiep\"><\/span>\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u306e\u6226\u7565\u7684\u30e1\u30ea\u30c3\u30c8\u3068\u4ed8\u52a0\u4fa1\u5024\u3002<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5fdc\u7528\u306f\u3001\u4f5c\u696d\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4e00\u822c\u7684\u306a\u76e3\u67fb\u30ec\u30dd\u30fc\u30c8\u306e\u7bc4\u56f2\u3092\u306f\u308b\u304b\u306b\u8d85\u3048\u308b\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f01\u696d\u304c\u8a73\u7d30\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3057\u305f\u5834\u5408\u3001\u6b21\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u76e3\u67fb\u610f\u898b\u306e\u8cea\u306e\u5411\u4e0a: 100% \u65b9\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u53d6\u5f15\u30c7\u30fc\u30bf\u3092\u691c\u67fb\u3059\u308b\u3068\u3001\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0 \u30ea\u30b9\u30af\u304c\u6392\u9664\u3055\u308c\u3001\u6295\u8cc7\u5bb6\u3084\u898f\u5236\u5f53\u5c40\u304b\u3089\u898b\u305f\u8ca1\u52d9\u8af8\u8868\u306e\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<li>\u8a73\u7d30\u306a\u7ba1\u7406\u60c5\u5831\u306e\u63d0\u4f9b: \u76e3\u67fb\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u904b\u7528\u4e0a\u306e\u30ae\u30e3\u30c3\u30d7\u304c\u7279\u5b9a\u3055\u308c\u3001\u30d3\u30b8\u30cd\u30b9 \u30ea\u30fc\u30c0\u30fc\u304c\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u30b3\u30b9\u30c8\u3092\u7bc0\u7d04\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li>\u5ba2\u89b3\u6027\u3068\u8aac\u660e\u8cac\u4efb\u306e\u5f37\u5316: \u8a73\u7d30\u306a\u30c7\u30fc\u30bf\u8a3c\u62e0\u306f\u5f37\u529b\u306a\u300c\u76fe\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u4f01\u696d\u304c\u5dde\u306e\u91d1\u878d\u691c\u67fb\u304a\u3088\u3073\u76e3\u67fb\u6a5f\u95a2\u306b\u5bfe\u3057\u3066\u900f\u660e\u6027\u306e\u3042\u308b\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u3059\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Thach_thuc_ve_tu_duy_va_ha_tang_trong_trien_khai_thuc_te\"><\/span>\u5b9f\u969b\u306e\u5b9f\u65bd\u306b\u304a\u3051\u308b\u8003\u3048\u65b9\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8ab2\u984c\u3002<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u83ab\u5927\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30d9\u30c8\u30ca\u30e0\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u76e3\u67fb\u3078\u306e\u79fb\u884c\u306f\u3001\u4eba\u6750\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9762\u3067\u4f9d\u7136\u3068\u3057\u3066\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e3b\u306a\u969c\u58c1\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u8003\u3048\u65b9\u3068\u30c7\u30b8\u30bf\u30eb\u6a5f\u80fd\u306e\u8ee2\u63db: \u6b21\u4e16\u4ee3\u306e\u76e3\u67fb\u4eba\u306b\u306f\u3001\u5f37\u529b\u306a\u4f1a\u8a08\u30b9\u30ad\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u3068\u6700\u65b0\u306e\u5206\u6790\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u6df1\u3044\u7406\u89e3\u3082\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<li>\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: \u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u9867\u5ba2\u30c7\u30fc\u30bf \u30b7\u30b9\u30c6\u30e0\u306b\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u6f0f\u6d29\u3092\u9632\u3050\u305f\u3081\u306e\u53b3\u683c\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u624b\u9806\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<li>\u5c02\u9580\u57fa\u6e96: \u5c02\u9580\u7d44\u7e54\u306f\u3001\u5f93\u6765\u306e\u76e3\u67fb\u65b9\u6cd5\u3068\u306e\u6cd5\u7684\u540c\u7b49\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u8a3c\u62e0\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u901f\u3084\u304b\u306b\u767a\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Tuong_lai_cua_kiem_toan_lien_tuc_va_su_troi_day_cua_AI\"><\/span>\u7d99\u7d9a\u7684\u76e3\u67fb\u306e\u672a\u6765\u3068 AI \u306e\u53f0\u982d\u3002<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eca\u5f8c\u6570\u5e74\u9593\u306e\u76e3\u67fb\u306e\u50be\u5411\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u6a5f\u80fd\u3068\u4eba\u5de5\u77e5\u80fd\u304b\u3089\u306e\u5f37\u529b\u306a\u30b5\u30dd\u30fc\u30c8\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u76e3\u67fb\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u53d6\u5f15\u767a\u751f\u76f4\u5f8c\u304b\u3089\u30ea\u30b9\u30af\u7279\u5b9a\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u7d99\u7d9a\u7684\u76e3\u67fb\u306e\u6982\u5ff5\u306e\u57fa\u76e4\u3067\u3042\u308a\u3001\u7279\u306b\u8907\u96d1\u306aERP\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u5927\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u65e5\u306e\u7d44\u7e54\u3078\u306e\u30a2\u30c9\u30d0\u30a4\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u6295\u8cc7\u3068\u512a\u79c0\u306a\u4eba\u6750\u306e\u80b2\u6210\u304b\u3089\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u53d6\u308a\u7d44\u307f\u3092\u59cb\u3081\u308b\u3053\u3068\u3067\u3059\u3002\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5c0e\u5165\u304c\u9045\u308c\u308b\u3068\u3001\u4f01\u696d\u306f\u900f\u660e\u6027\u3068\u52b9\u679c\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u78ba\u4fdd\u306b\u304a\u3044\u3066\u5f8c\u308c\u3092\u53d6\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Grand View Research\u306e\u30c7\u30fc\u30bf\u306b\u3088\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306f\u3042\u3089\u3086\u308b\u696d\u754c\u306e\u696d\u52d9\u57fa\u76e4\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u3001\u4e16\u754c\u306e\u30c7\u30fc\u30bf\u5206\u6790\u5e02\u5834\u306f\u5e74\u9593\u7d0426.71 TP3T\u306e\u6210\u9577\u3092\u9042\u3052\u3066\u3044\u307e\u3059\uff08\u51fa\u5178\uff1aGrand View Research\u30012023\u5e74\uff09\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3082\u306f\u3084\u4e00\u6642\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u3067\u306f\u306a\u304f\u3001\u30c7\u30b8\u30bf\u30eb\u30d5\u30a1\u30a4\u30ca\u30f3\u30b9\u6642\u4ee3\u306b\u304a\u3044\u3066\u5c02\u9580\u6027\u3068\u900f\u660e\u6027\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3067\u3042\u308b\u3053\u3068\u3092\u88cf\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"ftoc-heading-15\" class=\"ftwp-heading\"><span class=\"ez-toc-section\" id=\"Thong_tin_lien_he_MAN_%E2%80%93_Master_Accountant_Network\"><\/span>MAN\uff08\u30de\u30b9\u30bf\u30fc\u30a2\u30ab\u30a6\u30f3\u30bf\u30f3\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306e\u9023\u7d61\u5148<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li aria-level=\"1\">\u4f4f\u6240\uff1a\u30db\u30fc\u30c1\u30df\u30f3\u5e02\u30bf\u30f3\u30c8\u30a5\u30a2\u30f3\u533a43\u756a\u573019A\u53f7<\/li>\n<li aria-level=\"1\">\u643a\u5e2f\u96fb\u8a71\/\u30b6\u30ed: 0903 963 163 \u2013 0903 428 622<\/li>\n<li aria-level=\"1\">\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: man@man.net.vn<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"Cac_dich_vu_khac\"><\/span>\u305d\u306e\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li aria-level=\"1\">\u76e3\u67fb:\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-kiem-toan\/\" target=\"_blank\" rel=\"noopener\">\u76e3\u67fb\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/kiem-toan-xay-dung-co-ban\/\" target=\"_blank\" rel=\"noopener\">\u5efa\u8a2d\u76e3\u67fb\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-kiem-toan-bao-cao-tai-chinh\/\" target=\"_blank\" rel=\"noopener\">\u8ca1\u52d9\u8af8\u8868\u76e3\u67fb\u30b5\u30fc\u30d3\u30b9<\/a><\/li>\n<li aria-level=\"1\">\u4f1a\u8a08\u3068\u7a0e\u52d9:\u00a0<a href=\"https:\/\/www.google.com\/search?q=%23\" target=\"_blank\" rel=\"nofollow noopener\">\u7a0e\u52d9\u4f1a\u8a08\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/www.google.com\/search?q=%23\" target=\"_blank\" rel=\"nofollow noopener\">\u7a0e\u52d9\u5831\u544a\u66f8<\/a>,\u00a0<a href=\"https:\/\/www.google.com\/search?q=%23\" target=\"_blank\" rel=\"nofollow noopener\">\u79fb\u8ee2\u4fa1\u683c\u30a2\u30c9\u30d0\u30a4\u30b6\u30ea\u30fc<\/a>.\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-ke-toan\/\" target=\"_blank\" rel=\"noopener\">\u7a0e\u52d9\u4f1a\u8a08\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-bao-cao-thue\/\" target=\"_blank\" rel=\"noopener\">\u7a0e\u52d9\u7533\u544a\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-chuyen-gia\/\" target=\"_blank\" rel=\"noopener\">\u79fb\u8ee2\u4fa1\u683c\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-giao-dich-lien-ket\/\" target=\"_blank\" rel=\"noopener\">\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u53d6\u5f15\u30b5\u30fc\u30d3\u30b9<\/a><\/li>\n<li aria-level=\"1\">\u6cd5\u5f8b\u4e0a\u306e\uff1a\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-giay-phep-lao-dong\/\" target=\"_blank\" rel=\"noopener\">\u5c31\u52b4\u8a31\u53ef\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-chung-nhan-dang-ky-kinh-doanh\/\" target=\"_blank\" rel=\"noopener\">\u4e8b\u696d\u767b\u9332\u8a8d\u8a3c\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-chung-nhan-dau-tu\/\" target=\"_blank\" rel=\"noopener\">\u6295\u8cc7\u8a3c\u660e\u66f8\u00a0<\/a><\/li>\n<li aria-level=\"1\">\u4ed6\u306e\uff1a\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-chuyen-gia\/\" target=\"_blank\" rel=\"noopener\">\u79fb\u8ee2\u4fa1\u683c\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-giao-dich-lien-ket\/\" target=\"_blank\" rel=\"noopener\">\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u53d6\u5f15\u30b5\u30fc\u30d3\u30b9<\/a>,\u00a0<a href=\"https:\/\/man.net.vn\/dich-vu-tu-van-hoat-dong-doanh-nghiep\/\" target=\"_blank\" rel=\"noopener\">\u30d3\u30b8\u30cd\u30b9\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/a><\/li>\n<\/ul>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\uff1aMr.\u00a0<a href=\"https:\/\/man.net.vn\/le-hoang-tuyen\/\" target=\"_blank\" rel=\"noopener\">\u30ec\u30fb\u30db\u30a2\u30f3\u30fb\u30c8\u30a5\u30a8\u30f3<\/a>\u00a0\u2013 MAN \u2013 Master Accountant Network \u306e\u5275\u8a2d\u8005\u517c CEO\u3001\u4f1a\u8a08\u3001\u76e3\u67fb\u3001\u8ca1\u52d9\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u306e\u5206\u91ce\u3067 30 \u5e74\u4ee5\u4e0a\u306e\u7d4c\u9a13\u3092\u6301\u3064\u30d9\u30c8\u30ca\u30e0\u306e CPA \u76e3\u67fb\u4eba\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Data Analytics trong ki\u1ec3m to\u00e1n \u0111ang tr\u1edf th\u00e0nh x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a ng\u00e0nh ki\u1ec3m to\u00e1n hi\u1ec7n \u0111\u1ea1i. Trong b\u1ed1i c\u1ea3nh \u00e1p l\u1ef1c tu\u00e2n th\u1ee7 ng\u00e0y c\u00e0ng cao v\u00e0 nh\u1eefng gi\u1edbi h\u1ea1n r\u00f5 r\u1ec7t c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p l\u1ea5y m\u1eabu truy\u1ec1n th\u1ed1ng, vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p ki\u1ec3m to\u00e1n vi\u00ean khai th\u00e1c t\u1ed1i \u0111a gi\u00e1 tr\u1ecb t\u1eeb c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng k\u1ef3 v\u1ecdng minh b\u1ea1ch t\u1eeb nh\u00e0 \u0111\u1ea7u t\u01b0 m\u00e0 c\u00f2n gi\u00fap \u0111\u01b0a ra nh\u1eefng nh\u1eadn \u0111\u1ecbnh ch\u00ednh x\u00e1c, \u0111\u00e1ng tin c\u1eady nh\u1ea5t v\u1ec1 s\u1ee9c kh\u1ecfe t\u00e0i ch\u00ednh doanh nghi\u1ec7p. Hi\u1ec3u v\u1ec1 Data Analytics trong ki\u1ec3m to\u00e1n v\u00e0 t\u1ea7m quan tr\u1ecdng hi\u1ec7n nay [&hellip;]<\/p>","protected":false},"author":2,"featured_media":4182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[39],"tags":[],"class_list":["post-2418","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe"],"acf":[],"_links":{"self":[{"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/posts\/2418","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/comments?post=2418"}],"version-history":[{"count":3,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/posts\/2418\/revisions"}],"predecessor-version":[{"id":4184,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/posts\/2418\/revisions\/4184"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/media\/4182"}],"wp:attachment":[{"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/media?parent=2418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/categories?post=2418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kiemtoan.man.net.vn\/ja\/wp-json\/wp\/v2\/tags?post=2418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}