{"id":2904,"date":"2025-04-12T10:01:48","date_gmt":"2025-04-12T03:01:48","guid":{"rendered":"https:\/\/tworldvietnam.com\/?p=2904"},"modified":"2025-04-10T10:05:03","modified_gmt":"2025-04-10T03:05:03","slug":"ma-trong-ky-nguyen-so-cach-cong-nghe","status":"publish","type":"post","link":"https:\/\/tworldvietnam.com\/en\/ma-trong-ky-nguyen-so-cach-cong-nghe\/","title":{"rendered":"M&#038;A trong k\u1ef7 nguy\u00ean s\u1ed1: C\u00e1ch c\u00f4ng ngh\u1ec7 \u0111ang thay \u0111\u1ed5i c\u00e1c th\u01b0\u01a1ng v\u1ee5 to\u00e0n c\u1ea7u"},"content":{"rendered":"<p class=\"\" data-start=\"81\" data-end=\"670\"><span style=\"font-family: arial, helvetica, sans-serif;\">Trong k\u1ef7 nguy\u00ean s\u1ed1, c\u00f4ng ngh\u1ec7 kh\u00f4ng ch\u1ec9 thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta l\u00e0m vi\u1ec7c m\u00e0 c\u00f2n l\u00e0m thay \u0111\u1ed5i c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A (Mua l\u1ea1i v\u00e0 S\u00e1p nh\u1eadp) tr\u00ean to\u00e0n c\u1ea7u. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), blockchain, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (big data), v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, c\u00e1c c\u00f4ng ty v\u00e0 nh\u00e0 \u0111\u1ea7u t\u01b0 \u0111ang c\u00f3 nh\u1eefng c\u00f4ng c\u1ee5 m\u1edbi \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c<a href=\"https:\/\/www.linkedin.com\/company\/tworldvietnam\/?viewAsMember=true\" target=\"_blank\" rel=\"noopener\"><strong> qu\u00e1 tr\u00ecnh M&amp;A<\/strong><\/a>, gi\u1ea3m thi\u1ec3u r\u1ee7i ro, v\u00e0 t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd kh\u00e1m ph\u00e1 c\u00e1ch c\u00f4ng ngh\u1ec7 \u0111ang thay \u0111\u1ed5i c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A to\u00e0n c\u1ea7u v\u00e0 nh\u1eefng l\u1ee3i \u00edch m\u00e0 c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 khai th\u00e1c t\u1eeb s\u1ef1 chuy\u1ec3n m\u00ecnh n\u00e0y.<\/span><\/p>\n<h3 class=\"\" data-start=\"672\" data-end=\"740\"><span style=\"font-family: arial, helvetica, sans-serif;\">1. <strong data-start=\"679\" data-end=\"740\">C\u00f4ng ngh\u1ec7 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong M&amp;A<\/strong><\/span><\/h3>\n<p class=\"\" data-start=\"742\" data-end=\"1185\"><span style=\"font-family: arial, helvetica, sans-serif;\">Trong c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A, vi\u1ec7c thu th\u1eadp, ph\u00e2n t\u00edch v\u00e0 \u0111\u00e1nh gi\u00e1 d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a giao d\u1ecbch. Tr\u01b0\u1edbc \u0111\u00e2y, c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 c\u00f4ng ty th\u01b0\u1eddng ph\u1ea3i d\u1ef1a v\u00e0o c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t, b\u00e1o c\u00e1o t\u00e0i ch\u00ednh, v\u00e0 ph\u00e2n t\u00edch nh\u00e2n s\u1ef1 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 gi\u00e1 tr\u1ecb c\u1ee7a c\u00f4ng ty m\u1ee5c ti\u00eau. Tuy nhi\u00ean, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (big data), quy tr\u00ecnh n\u00e0y gi\u1edd \u0111\u00e2y \u0111\u00e3 \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a h\u01a1n r\u1ea5t nhi\u1ec1u.<\/span><\/p>\n<ul data-start=\"1187\" data-end=\"1635\">\n<li class=\"\" data-start=\"1187\" data-end=\"1412\">\n<p class=\"\" data-start=\"1189\" data-end=\"1412\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"1189\" data-end=\"1236\">T\u0103ng c\u01b0\u1eddng ph\u00e2n t\u00edch t\u00e0i ch\u00ednh v\u00e0 ho\u1ea1t \u0111\u1ed9ng<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 th\u1ec3 x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, gi\u00fap c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/span><\/p>\n<\/li>\n<li class=\"\" data-start=\"1413\" data-end=\"1635\">\n<p class=\"\" data-start=\"1415\" data-end=\"1635\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"1415\" data-end=\"1473\">D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 h\u00e0nh vi ng\u01b0\u1eddi ti\u00eau d\u00f9ng<\/strong>: S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0 machine learning, c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 h\u00e0nh vi kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c t\u0103ng tr\u01b0\u1edfng sau M&amp;A.<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"\" data-start=\"1637\" data-end=\"1704\"><span style=\"font-family: arial, helvetica, sans-serif;\">2. <strong data-start=\"1644\" data-end=\"1704\">Blockchain \u2013 \u0110\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 b\u1ea3o m\u1eadt trong M&amp;A<\/strong><\/span><\/h3>\n<p class=\"\" data-start=\"1706\" data-end=\"1968\"><span style=\"font-family: arial, helvetica, sans-serif;\">Blockchain, c\u00f4ng ngh\u1ec7 s\u1ed5 c\u00e1i ph\u00e2n t\u00e1n, \u0111ang d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 quan tr\u1ecdng trong c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A. \u0110\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi kh\u1ea3 n\u0103ng cung c\u1ea5p t\u00ednh minh b\u1ea1ch v\u00e0 b\u1ea3o m\u1eadt cao, blockchain c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u c\u00e1c r\u1ee7i ro ph\u00e1p l\u00fd v\u00e0 gian l\u1eadn trong c\u00e1c giao d\u1ecbch M&amp;A.<\/span><\/p>\n<ul data-start=\"1970\" data-end=\"2382\">\n<li class=\"\" data-start=\"1970\" data-end=\"2181\">\n<p class=\"\" data-start=\"1972\" data-end=\"2181\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"1972\" data-end=\"1993\">B\u1ea3o m\u1eadt giao d\u1ecbch<\/strong>: Blockchain gi\u00fap c\u00e1c b\u00ean tham gia giao d\u1ecbch M&amp;A theo d\u00f5i v\u00e0 x\u00e1c minh th\u00f4ng tin m\u1ed9t c\u00e1ch minh b\u1ea1ch, gi\u00fap gi\u1ea3m thi\u1ec3u nguy c\u01a1 gian l\u1eadn ho\u1eb7c sai s\u00f3t trong c\u00e1c h\u1ee3p \u0111\u1ed3ng v\u00e0 t\u00e0i li\u1ec7u quan tr\u1ecdng.<\/span><\/p>\n<\/li>\n<li class=\"\" data-start=\"2182\" data-end=\"2382\">\n<p class=\"\" data-start=\"2184\" data-end=\"2382\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"2184\" data-end=\"2245\">T\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 quy tr\u00ecnh thanh to\u00e1n v\u00e0 chuy\u1ec3n nh\u01b0\u1ee3ng<\/strong>: Blockchain c\u0169ng c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u c\u00e1c th\u1ee7 t\u1ee5c gi\u1ea5y t\u1edd v\u00e0 c\u1ea3i thi\u1ec7n quy tr\u00ecnh thanh to\u00e1n trong M&amp;A, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed.<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"\" data-start=\"2384\" data-end=\"2449\"><span style=\"font-family: arial, helvetica, sans-serif;\">3. <strong data-start=\"2391\" data-end=\"2449\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) h\u1ed7 tr\u1ee3 \u0111\u00e0m ph\u00e1n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh<\/strong><\/span><\/h3>\n<p class=\"\" data-start=\"2451\" data-end=\"2740\"><span style=\"font-family: arial, helvetica, sans-serif;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang \u0111\u00f3ng vai tr\u00f2 ng\u00e0y c\u00e0ng quan tr\u1ecdng trong vi\u1ec7c h\u1ed7 tr\u1ee3 \u0111\u00e0m ph\u00e1n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh trong c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A. AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng lo\u1ea1t d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra nh\u1eefng khuy\u1ebfn ngh\u1ecb d\u1ef1a tr\u00ean c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, gi\u00fap c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n.<\/span><\/p>\n<ul data-start=\"2742\" data-end=\"3156\">\n<li class=\"\" data-start=\"2742\" data-end=\"2953\">\n<p class=\"\" data-start=\"2744\" data-end=\"2953\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"2744\" data-end=\"2773\">H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch h\u1ee3p \u0111\u1ed3ng<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng ngh\u00ecn h\u1ee3p \u0111\u1ed3ng M&amp;A trong th\u1eddi gian ng\u1eafn \u0111\u1ec3 t\u00ecm ra c\u00e1c y\u1ebfu t\u1ed1 r\u1ee7i ro ti\u1ec1m \u1ea9n, gi\u00fap c\u00e1c b\u00ean tham gia \u0111\u01b0a ra c\u00e1c \u0111i\u1ec1u kho\u1ea3n h\u1ee3p \u0111\u1ed3ng h\u1ee3p l\u00fd h\u01a1n.<\/span><\/p>\n<\/li>\n<li class=\"\" data-start=\"2954\" data-end=\"3156\">\n<p class=\"\" data-start=\"2956\" data-end=\"3156\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"2956\" data-end=\"2985\">D\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 th\u01b0\u01a1ng v\u1ee5<\/strong>: AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n kh\u1ea3 n\u0103ng th\u00e0nh c\u00f4ng c\u1ee7a c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A, gi\u00fap gi\u1ea3m thi\u1ec3u r\u1ee7i ro trong qu\u00e1 tr\u00ecnh \u0111\u00e0m ph\u00e1n v\u00e0 th\u1ef1c hi\u1ec7n.<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"\" data-start=\"3158\" data-end=\"3230\"><span style=\"font-family: arial, helvetica, sans-serif;\">4. <strong data-start=\"3165\" data-end=\"3230\">C\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y \u2013 T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 h\u1ee3p t\u00e1c trong M&amp;A<\/strong><\/span><\/h3>\n<p class=\"\" data-start=\"3232\" data-end=\"3526\"><span style=\"font-family: arial, helvetica, sans-serif;\">Trong c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A, vi\u1ec7c chia s\u1ebb th\u00f4ng tin nhanh ch\u00f3ng v\u00e0 an to\u00e0n gi\u1eefa c\u00e1c b\u00ean l\u00e0 \u0111i\u1ec1u ki\u1ec7n c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 ti\u1ebfn \u0111\u1ed9 c\u1ee7a giao d\u1ecbch. C\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y \u0111\u00e3 l\u00e0m thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch th\u1ee9c qu\u1ea3n l\u00fd v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u trong M&amp;A, gi\u00fap c\u00e1c b\u00ean tham gia h\u1ee3p t\u00e1c hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/p>\n<ul data-start=\"3528\" data-end=\"3968\">\n<li class=\"\" data-start=\"3528\" data-end=\"3711\">\n<p class=\"\" data-start=\"3530\" data-end=\"3711\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"3530\" data-end=\"3570\">D\u1ec5 d\u00e0ng truy c\u1eadp v\u00e0 chia s\u1ebb t\u00e0i li\u1ec7u<\/strong>: C\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y cho ph\u00e9p c\u00e1c b\u00ean tham gia truy c\u1eadp v\u00e0 chia s\u1ebb t\u00e0i li\u1ec7u quan tr\u1ecdng trong giao d\u1ecbch M&amp;A m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 an to\u00e0n.<\/span><\/p>\n<\/li>\n<li class=\"\" data-start=\"3712\" data-end=\"3968\">\n<p class=\"\" data-start=\"3714\" data-end=\"3968\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"3714\" data-end=\"3752\">Qu\u1ea3n l\u00fd quy tr\u00ecnh M&amp;A hi\u1ec7u qu\u1ea3 h\u01a1n<\/strong>: C\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd d\u1ef1 \u00e1n tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y \u0111\u1ec3 theo d\u00f5i ti\u1ebfn \u0111\u1ed9, ph\u1ed1i h\u1ee3p gi\u1eefa c\u00e1c ph\u00f2ng ban v\u00e0 b\u00ean th\u1ee9 ba, t\u1eeb \u0111\u00f3 gi\u1ea3m thi\u1ec3u s\u1ef1 c\u1ed1 g\u1eafng kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0 \u0111\u1ea3m b\u1ea3o c\u00e1c b\u01b0\u1edbc \u0111i \u0111\u00fang h\u01b0\u1edbng.<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 class=\"\" data-start=\"3970\" data-end=\"4030\"><span style=\"font-family: arial, helvetica, sans-serif;\">5. <strong data-start=\"3977\" data-end=\"4030\">S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong M&amp;A<\/strong><\/span><\/h3>\n<p class=\"\" data-start=\"4032\" data-end=\"4350\"><span style=\"font-family: arial, helvetica, sans-serif;\">T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh trong M&amp;A l\u00e0 m\u1ed9t xu h\u01b0\u1edbng \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 gi\u1ea3m chi ph\u00ed. C\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m thi\u1ec3u nh\u1eefng c\u00f4ng vi\u1ec7c t\u1ed1n th\u1eddi gian v\u00e0 \u00edt gi\u00e1 tr\u1ecb trong c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A, ch\u1eb3ng h\u1ea1n nh\u01b0 vi\u1ec7c ki\u1ec3m tra t\u00e0i li\u1ec7u, thu th\u1eadp th\u00f4ng tin v\u00e0 qu\u1ea3n l\u00fd h\u1ee3p \u0111\u1ed3ng.<\/span><\/p>\n<ul data-start=\"4352\" data-end=\"4675\">\n<li class=\"\" data-start=\"4352\" data-end=\"4514\">\n<p class=\"\" data-start=\"4354\" data-end=\"4514\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"4354\" data-end=\"4388\">Ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap gi\u1ea3m b\u1edbt c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng, t\u1eeb \u0111\u00f3 gi\u1ea3m chi ph\u00ed v\u00e0 th\u1eddi gian cho c\u00e1c c\u00f4ng ty khi th\u1ef1c hi\u1ec7n M&amp;A.<\/span><\/p>\n<\/li>\n<li class=\"\" data-start=\"4515\" data-end=\"4675\">\n<p class=\"\" data-start=\"4517\" data-end=\"4675\"><span style=\"font-family: arial, helvetica, sans-serif;\"><strong data-start=\"4517\" data-end=\"4549\">Gi\u1ea3m thi\u1ec3u sai s\u00f3t v\u00e0 r\u1ee7i ro<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap \u0111\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c trong c\u00e1c quy tr\u00ecnh, t\u1eeb \u0111\u00f3 gi\u1ea3m thi\u1ec3u sai s\u00f3t v\u00e0 r\u1ee7i ro trong giao d\u1ecbch.<\/span><\/p>\n<\/li>\n<\/ul>\n<p class=\"\" data-start=\"4698\" data-end=\"5157\"><span style=\"font-family: arial, helvetica, sans-serif;\">C\u00f4ng ngh\u1ec7 \u0111ang thay \u0111\u1ed5i m\u1ea1nh m\u1ebd c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A to\u00e0n c\u1ea7u, mang l\u1ea1i nhi\u1ec1u c\u01a1 h\u1ed9i m\u1edbi cho c\u00e1c c\u00f4ng ty v\u00e0 nh\u00e0 \u0111\u1ea7u t\u01b0. Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 AI, blockchain, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh M&amp;A m\u00e0 c\u00f2n gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3. Trong k\u1ef7 nguy\u00ean s\u1ed1, nh\u1eefng c\u00f4ng ty bi\u1ebft t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ebd c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c th\u01b0\u01a1ng v\u1ee5 M&amp;A th\u00e0nh c\u00f4ng v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb b\u1ec1n v\u1eefng cho t\u01b0\u01a1ng lai.<\/span><\/p>\n<p data-start=\"4698\" data-end=\"5157\"><strong>&gt;&gt;&gt; Xem th\u00eam: <\/strong><a style=\"font-size: 16px;\" href=\"https:\/\/tworldvietnam.com\/en\/dinh-gia-doanh-nghiep-lam-the-nao-de-xac-dinh\/\"><strong><span style=\"font-family: arial, helvetica, sans-serif;\">\u0110\u1ecbnh gi\u00e1 doanh nghi\u1ec7p: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a doanh nghi\u1ec7p b\u1ea1n?<\/span><\/strong><\/a><\/p>\n<div class=\"elementor-element elementor-element-742cecd elementor-widget elementor-widget-image\" data-id=\"742cecd\" data-element_type=\"widget\" data-widget_type=\"image.default\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean s\u1ed1, c\u00f4ng ngh\u1ec7 kh\u00f4ng ch\u1ec9 thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta l\u00e0m vi\u1ec7c m\u00e0 c\u00f2n l\u00e0m thay \u0111\u1ed5i [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2906,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[151],"tags":[],"class_list":["post-2904","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/posts\/2904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/comments?post=2904"}],"version-history":[{"count":2,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/posts\/2904\/revisions"}],"predecessor-version":[{"id":2908,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/posts\/2904\/revisions\/2908"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/media\/2906"}],"wp:attachment":[{"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/media?parent=2904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/categories?post=2904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tworldvietnam.com\/en\/wp-json\/wp\/v2\/tags?post=2904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}