{"id":17664,"date":"2026-03-26T17:03:18","date_gmt":"2026-03-26T10:03:18","guid":{"rendered":"https:\/\/lctech.vn\/?p=17664"},"modified":"2026-04-22T22:04:19","modified_gmt":"2026-04-22T15:04:19","slug":"tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban","status":"publish","type":"post","link":"https:\/\/lctech.vn\/ja\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/","title":{"rendered":"T\u1eea &#8220;C\u1ea2M T\u00cdNH&#8221; \u0110\u1ebeN &#8220;D\u1eee LI\u1ec6U&#8221;: V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N"},"content":{"rendered":"<p data-path-to-node=\"2\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng kinh doanh ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c d\u1eabn d\u1eaft b\u1edfi d\u1eef li\u1ec7u, vi\u1ec7c ti\u1ebfp t\u1ee5c ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c ph\u01b0\u01a1ng ph\u00e1p gi\u00e1m s\u00e1t th\u1ee7 c\u00f4ng \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t r\u1ee7i ro l\u1edbn. N\u00f3 kh\u00f4ng ch\u1ec9 h\u1ea1n ch\u1ebf kh\u1ea3 n\u0103ng bao qu\u00e1t v\u1eadn h\u00e0nh m\u00e0 c\u00f2n l\u00e0m ch\u1eadm th\u1eddi gian ph\u1ea3n h\u1ed3i tr\u01b0\u1edbc c\u00e1c s\u1ef1 c\u1ed1 \u2014 d\u1eabn \u0111\u1ebfn chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng cao h\u01a1n v\u00e0 l\u00e0m x\u00f3i m\u00f2n ni\u1ec1m tin c\u1ee7a kh\u00e1ch h\u00e0ng. M\u1ed9t v\u00ed d\u1ee5 th\u1ef1c t\u1ebf t\u1eeb chu\u1ed7i cung \u1ee9ng th\u1ef1c ph\u1ea9m c\u1ee7a Walmart cho th\u1ea5y: kho\u1ea3ng tr\u1ed1ng gi\u1eefa th\u1eddi \u0111i\u1ec3m m\u1ed9t v\u1ea5n \u0111\u1ec1 x\u1ea3y ra v\u00e0 th\u1eddi \u0111i\u1ec3m doanh nghi\u1ec7p ph\u00e1t hi\u1ec7n ra n\u00f3 ch\u00ednh l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t quy\u1ebft \u0111\u1ecbnh chi ph\u00ed.<\/span><\/p>\n<p data-path-to-node=\"3\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"3\" data-index-in-node=\"0\">1. B\u00e0i to\u00e1n Chi ph\u00ed: Khi s\u1ef1 ch\u1eadm tr\u1ec5 \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng h\u00e0ng ch\u1ee5c ngh\u00ecn \u0111\u00f4 la<\/b><\/span><\/p>\n<p data-path-to-node=\"4\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Theo c\u00e1c b\u00e1o c\u00e1o ng\u00e0nh t\u1eeb McKinsey &amp; Company v\u00e0 Deloitte, th\u1eddi gian ng\u1eebng m\u00e1y ngo\u00e0i k\u1ebf ho\u1ea1ch (unplanned downtime) trong s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 ti\u00eau t\u1ed1n h\u00e0ng ch\u1ee5c ngh\u00ecn \u0111\u00f4 la cho m\u1ed7i s\u1ef1 c\u1ed1.<\/span><\/p>\n<p data-path-to-node=\"5\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Trong khi \u0111\u00f3, b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n (predictive maintenance) \u0111\u01b0\u1ee3c ti\u1ebfp s\u1ee9c b\u1edfi IoT v\u00e0 AI c\u00f3 th\u1ec3 c\u1eaft gi\u1ea3m chi ph\u00ed \u0111\u00e1ng k\u1ec3, bao g\u1ed3m:<\/span><\/p>\n<ul data-path-to-node=\"6\">\n<li>\n<p data-path-to-node=\"6,0,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"6,0,0\" data-index-in-node=\"0\">Gi\u1ea3m 25\u201330%<\/b> chi ph\u00ed b\u1ea3o tr\u00ec.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"6,1,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"6,1,0\" data-index-in-node=\"0\">T\u0103ng 10\u201320%<\/b> th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru c\u1ee7a thi\u1ebft b\u1ecb.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"6,2,0\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"6,2,0\" data-index-in-node=\"0\">Gi\u1ea3m 70\u201375%<\/b> t\u1ef7 l\u1ec7 h\u1ecfng h\u00f3c thi\u1ebft b\u1ecb.<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-path-to-node=\"7\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Kh\u00f4ng m\u1ed9t con ng\u01b0\u1eddi n\u00e0o c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t \u0111\u1ed9 rung ho\u1eb7c nhi\u1ec7t \u0111\u1ed9 c\u1ee7a m\u00e1y m\u00f3c 24\/7 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i. Ng\u01b0\u1ee3c l\u1ea1i, IoT \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t &#8220;c\u00e1nh tay&#8221; n\u1ed1i d\u00e0i li\u00ean t\u1ee5c thu th\u1eadp d\u1eef li\u1ec7u, trong khi AI ph\u00e2n t\u00edch ch\u00fang v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o s\u1edbm tr\u01b0\u1edbc khi h\u1ecfng h\u00f3c th\u1ef1c s\u1ef1 x\u1ea3y ra.<\/span><\/p>\n<p data-path-to-node=\"8\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"8\" data-index-in-node=\"0\">K\u1ebft qu\u1ea3:<\/b> Ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u00e1ng k\u1ec3, v\u00e0 quan tr\u1ecdng h\u01a1n l\u00e0 kh\u1ea3 n\u0103ng ng\u0103n ch\u1eb7n s\u1ef1 c\u1ed1 tr\u01b0\u1edbc khi ch\u00fang g\u00e2y ra nh\u1eefng thi\u1ec7t h\u1ea1i nghi\u00eam tr\u1ecdng.<\/span><\/p>\n<p data-path-to-node=\"9\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"9\" data-index-in-node=\"0\">2. B\u00e0i to\u00e1n Ni\u1ec1m tin: Khi t\u1ed1c \u0111\u1ed9 \u0111\u1ecbnh \u0111o\u1ea1t t\u1ea5t c\u1ea3<\/b><\/span><\/p>\n<p data-path-to-node=\"10\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Th\u00e1ch th\u1ee9c n\u00e0y kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf ng\u00e0nh s\u1ea3n xu\u1ea5t \u2014 n\u00f3 c\u0169ng mang t\u00ednh s\u1ed1ng c\u00f2n \u0111\u1ed1i v\u1edbi c\u00e1c chu\u1ed7i cung \u1ee9ng th\u1ef1c ph\u1ea9m. Tr\u01b0\u1edbc \u0111\u00e2y, Walmart t\u1eebng m\u1ea5t t\u1edbi 7 ng\u00e0y \u0111\u1ec3 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c c\u1ee7a m\u1ed9t s\u1ea3n ph\u1ea9m th\u1ef1c ph\u1ea9m b\u1ecb \u00f4 nhi\u1ec5m khi s\u1eed d\u1ee5ng c\u00e1c quy tr\u00ecnh th\u1ee7 c\u00f4ng. Trong su\u1ed1t th\u1eddi gian \u0111\u00f3, r\u1ee7i ro \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u1eabn ti\u1ebfp di\u1ec5n, v\u00e0 c\u00e1c c\u00f4ng ty bu\u1ed9c ph\u1ea3i ti\u1ebfn h\u00e0nh thu h\u1ed3i tr\u00ean di\u1ec7n r\u1ed9ng v\u1edbi chi ph\u00ed kh\u1ed5ng l\u1ed3. Trong ng\u00e0nh th\u1ef1c ph\u1ea9m, v\u1ea5n \u0111\u1ec1 kh\u00f4ng ch\u1ec9 l\u00e0 ti\u1ec1n b\u1ea1c \u2014 n\u00f3 l\u00e0 ni\u1ec1m tin c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, th\u1ee9 c\u00f3 th\u1ec3 b\u1ecb \u0111\u00e1nh m\u1ea5t ch\u1ec9 sau m\u1ed9t l\u1ea7n ph\u1ea3n h\u1ed3i ch\u1eadm tr\u1ec5.<\/span><\/p>\n<p data-path-to-node=\"11\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">B\u1eb1ng c\u00e1ch h\u1ee3p t\u00e1c v\u1edbi IBM v\u00e0 tri\u1ec3n khai IoT k\u1ebft h\u1ee3p c\u00f9ng blockchain, th\u1eddi gian truy xu\u1ea5t ngu\u1ed3n g\u1ed1c \u0111\u00e3 \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn xu\u1ed1ng <b data-path-to-node=\"11\" data-index-in-node=\"122\">ch\u1ec9 c\u00f2n 2,2 gi\u00e2y<\/b>. IoT ghi nh\u1eadn d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, trong khi blockchain \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 kh\u00f4ng th\u1ec3 b\u1ecb s\u1eeda \u0111\u1ed5i. Nh\u1edd \u0111\u00f3, c\u00e1c doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 ti\u1ebft ki\u1ec7m h\u00e0ng tri\u1ec7u \u0111\u00f4 la m\u00e0 c\u00f2n b\u1ea3o v\u1ec7 v\u1eefng ch\u1eafc uy t\u00edn th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a m\u00ecnh.<\/span><\/p>\n<p data-path-to-node=\"12\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"12\" data-index-in-node=\"0\">3. S\u1ee3i d\u00e2y Li\u00ean k\u1ebft: M\u1ecdi th\u1ee9 \u0111\u1ec1u quy v\u1ec1 Th\u1eddi gian<\/b><\/span><\/p>\n<p data-path-to-node=\"13\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Tho\u1ea1t nh\u00ecn, hai v\u00ed d\u1ee5 n\u00e0y \u2014 m\u1ed9t trong s\u1ea3n xu\u1ea5t v\u00e0 m\u1ed9t trong logistics \u2014 c\u00f3 v\u1ebb kh\u00e1c bi\u1ec7t. Nh\u01b0ng tr\u00ean th\u1ef1c t\u1ebf, ch\u00fang chia s\u1ebb c\u00f9ng m\u1ed9t nguy\u00ean l\u00fd c\u1ed1t l\u00f5i: kho\u1ea3ng tr\u1ed1ng gi\u1eefa th\u1eddi \u0111i\u1ec3m s\u1ef1 c\u1ed1 x\u1ea3y ra v\u00e0 th\u1eddi \u0111i\u1ec3m n\u00f3 \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n.<\/span><\/p>\n<table style=\"border-color: #000000; border-style: solid; width: 98.4276%; height: 202px;\" border=\"2\" cellpadding=\"1\" data-path-to-node=\"14\">\n<thead>\n<tr>\n<td style=\"width: 19.4993%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><strong>Y\u1ebfu t\u1ed1<\/strong><\/span><\/td>\n<td style=\"width: 41.8972%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><strong>Gi\u00e1m s\u00e1t Th\u1ee7 c\u00f4ng<\/strong><\/span><\/td>\n<td style=\"width: 37.0224%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><strong>C\u00f4ng ngh\u1ec7 IoT + AI<\/strong><\/span><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 19.4993%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,1,0,0\"><b data-path-to-node=\"14,1,0,0\" data-index-in-node=\"0\">Ph\u00e1t hi\u1ec7n h\u1ecfng h\u00f3c<\/b><\/span><\/td>\n<td style=\"width: 41.8972%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,1,1,0\">Sau khi \u0111\u00e3 x\u1ea3y ra<\/span><\/td>\n<td style=\"width: 37.0224%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,1,2,0\">Tr\u01b0\u1edbc khi x\u1ea3y ra<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.4993%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,2,0,0\"><b data-path-to-node=\"14,2,0,0\" data-index-in-node=\"0\">Truy xu\u1ea5t d\u1eef li\u1ec7u<\/b><\/span><\/td>\n<td style=\"width: 41.8972%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,2,1,0\">7 ng\u00e0y<\/span><\/td>\n<td style=\"width: 37.0224%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,2,2,0\">2,2 gi\u00e2y<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.4993%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,3,0,0\"><b data-path-to-node=\"14,3,0,0\" data-index-in-node=\"0\">Chi ph\u00ed<\/b><\/span><\/td>\n<td style=\"width: 41.8972%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,3,1,0\">H\u00e0ng ch\u1ee5c ngh\u00ecn \u0111\u1ebfn h\u00e0ng tri\u1ec7u USD<\/span><\/td>\n<td style=\"width: 37.0224%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,3,2,0\">Gi\u1ea3m 25\u201330% chi ph\u00ed b\u1ea3o tr\u00ec<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.4993%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,4,0,0\"><b data-path-to-node=\"14,4,0,0\" data-index-in-node=\"0\">M\u00f4 h\u00ecnh v\u1eadn h\u00e0nh<\/b><\/span><\/td>\n<td style=\"width: 41.8972%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,4,1,0\">Th\u1ee5 \u0111\u1ed9ng (Ch\u1eefa ch\u00e1y)<\/span><\/td>\n<td style=\"width: 37.0224%; text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\" data-path-to-node=\"14,4,2,0\">Ch\u1ee7 \u0111\u1ed9ng (Ph\u00f2ng ng\u1eeba)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p data-path-to-node=\"15\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">N\u00f3i c\u00e1ch kh\u00e1c, IoT kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p &#8220;bi\u1ebft nhi\u1ec1u h\u01a1n&#8221; \u2014 n\u00f3 gi\u00fap h\u1ecd <b data-path-to-node=\"15\" data-index-in-node=\"77\">&#8220;bi\u1ebft s\u1edbm h\u01a1n&#8221;<\/b>, v\u00e0 ch\u00ednh s\u1ef1 &#8220;s\u1edbm h\u01a1n&#8221; n\u00e0y m\u1edbi l\u00e0 y\u1ebfu t\u1ed1 \u0111\u1ecbnh \u0111o\u1ea1t chi ph\u00ed cu\u1ed1i c\u00f9ng.<\/span><\/p>\n<p data-path-to-node=\"16\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\"><b data-path-to-node=\"16\" data-index-in-node=\"0\">K\u1ebft lu\u1eadn: Doanh nghi\u1ec7p kh\u00f4ng m\u1ea5t ti\u1ec1n v\u00ec C\u00f4ng ngh\u1ec7 \u2014 H\u1ecd m\u1ea5t ti\u1ec1n v\u00ec s\u1ef1 Ch\u1eadm tr\u1ec5<\/b><\/span><\/p>\n<p data-path-to-node=\"17\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">D\u00f9 trong ng\u00e0nh s\u1ea3n xu\u1ea5t hay chu\u1ed7i cung \u1ee9ng, c\u00f3 m\u1ed9t \u0111i\u1ec1u r\u00f5 r\u00e0ng: gi\u00e1m s\u00e1t th\u1ee7 c\u00f4ng kh\u00f4ng ch\u1ec9 k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n m\u00e0 c\u00f2n \u0111\u1eaft \u0111\u1ecf h\u01a1n r\u1ea5t nhi\u1ec1u. Doanh nghi\u1ec7p \u0111\u00e1nh m\u1ea5t kh\u00f4ng ch\u1ec9 d\u00f2ng ti\u1ec1n, m\u00e0 c\u00f2n l\u00e0 th\u1eddi gian v\u00e0 trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p, l\u00e0 ni\u1ec1m tin c\u1ee7a kh\u00e1ch h\u00e0ng.<\/span><\/p>\n<p data-path-to-node=\"18\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 <i data-path-to-node=\"18\" data-index-in-node=\"50\">&#8220;Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?&#8221;<\/i>, m\u00e0 ph\u1ea3i l\u00e0: <b data-path-to-node=\"18\" data-index-in-node=\"100\">&#8220;Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?&#8221;<\/b>.<\/span><\/p>\n<p data-path-to-node=\"19\"><span style=\"font-family: 'times new roman', times, serif; font-size: 16px;\">B\u1edfi v\u00ec x\u00e9t cho c\u00f9ng, vi\u1ec7c b\u1ea1n kh\u00f4ng nh\u00ecn th\u1ea5y r\u1ee7i ro kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 n\u00f3 kh\u00f4ng t\u1ed3n t\u1ea1i \u2014 n\u00f3 ch\u1ec9 c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n s\u1ebd ph\u1ea3i tr\u1ea3 gi\u00e1 cho r\u1ee7i ro \u0111\u00f3 sau n\u00e0y, v\u1edbi m\u1ed9t c\u00e1i gi\u00e1 \u0111\u1eaft h\u01a1n r\u1ea5t nhi\u1ec1u.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng kinh doanh ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c d\u1eabn d\u1eaft b\u1edfi d\u1eef li\u1ec7u, vi\u1ec7c ti\u1ebfp t\u1ee5c ph\u1ee5 thu\u1ed9c v\u00e0o<\/p>","protected":false},"author":7,"featured_media":17663,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-17664","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.5 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>T\u1eea &quot;C\u1ea2M T\u00cdNH&quot; \u0110\u1ebeN &quot;D\u1eee LI\u1ec6U&quot;: V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N - LC Tech<\/title>\n<meta name=\"description\" content=\"Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 &quot;Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?&quot;, m\u00e0 ph\u1ea3i l\u00e0: &quot;Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?&quot;.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lctech.vn\/ja\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"T\u1eea &quot;C\u1ea2M T\u00cdNH&quot; \u0110\u1ebeN &quot;D\u1eee LI\u1ec6U&quot;: V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N\" \/>\n<meta property=\"og:description\" content=\"Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 &quot;Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?&quot;, m\u00e0 ph\u1ea3i l\u00e0: &quot;Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?&quot;.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lctech.vn\/ja\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/\" \/>\n<meta property=\"og:site_name\" content=\"LC Tech\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-26T10:03:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-22T15:04:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"T\u1eea \"C\u1ea2M T\u00cdNH\" \u0110\u1ebeN \"D\u1eee LI\u1ec6U\": V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N - LC Tech","description":"Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 \"Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?\", m\u00e0 ph\u1ea3i l\u00e0: \"Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?\".","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/lctech.vn\/ja\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/","og_locale":"ja_JP","og_type":"article","og_title":"T\u1eea \"C\u1ea2M T\u00cdNH\" \u0110\u1ebeN \"D\u1eee LI\u1ec6U\": V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N","og_description":"Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 \"Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?\", m\u00e0 ph\u1ea3i l\u00e0: \"Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?\".","og_url":"https:\/\/lctech.vn\/ja\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/","og_site_name":"LC Tech","article_published_time":"2026-03-26T10:03:18+00:00","article_modified_time":"2026-04-22T15:04:19+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg","type":"image\/jpeg"}],"author":"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#article","isPartOf":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/"},"author":{"name":"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT","@id":"https:\/\/lctech.vn\/#\/schema\/person\/5661859ac37ddcd607371cec4a69c17a"},"headline":"T\u1eea &#8220;C\u1ea2M T\u00cdNH&#8221; \u0110\u1ebeN &#8220;D\u1eee LI\u1ec6U&#8221;: V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N","datePublished":"2026-03-26T10:03:18+00:00","dateModified":"2026-04-22T15:04:19+00:00","mainEntityOfPage":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/"},"wordCount":1308,"publisher":{"@id":"https:\/\/lctech.vn\/#organization"},"image":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#primaryimage"},"thumbnailUrl":"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg","articleSection":["Tin T\u1ee9c"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/","url":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/","name":"T\u1eea \"C\u1ea2M T\u00cdNH\" \u0110\u1ebeN \"D\u1eee LI\u1ec6U\": V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N - LC Tech","isPartOf":{"@id":"https:\/\/lctech.vn\/#website"},"primaryImageOfPage":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#primaryimage"},"image":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#primaryimage"},"thumbnailUrl":"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg","datePublished":"2026-03-26T10:03:18+00:00","dateModified":"2026-04-22T15:04:19+00:00","description":"Trong k\u1ef7 nguy\u00ean c\u1ee7a d\u1eef li\u1ec7u, c\u00e2u h\u1ecfi kh\u00f4ng c\u00f2n l\u00e0 \"Ch\u00fang ta c\u00f3 n\u00ean \u00e1p d\u1ee5ng IoT kh\u00f4ng?\", m\u00e0 ph\u1ea3i l\u00e0: \"Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f2n c\u00f3 th\u1ec3 ch\u1ecbu \u0111\u1ef1ng vi\u1ec7c v\u1eadn h\u00e0nh thi\u1ebfu d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c trong bao l\u00e2u n\u1eefa?\".","breadcrumb":{"@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#primaryimage","url":"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg","contentUrl":"https:\/\/lctech.vn\/wp-content\/uploads\/2026\/03\/aiot-la-gi-loi-ich-khi-ket-hop-giua-ai-va-iot.jpg","width":1200,"height":675,"caption":"xr:d:DAFpmhoTl8o:18,j:7253444786618055380,t:23072502"},{"@type":"BreadcrumbList","@id":"https:\/\/lctech.vn\/tu-cam-tinh-den-du-lieu-vi-sao-giam-sat-thu-cong-dang-bao-mon-bien-loi-nhuan-cua-ban\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/lctech.vn\/"},{"@type":"ListItem","position":2,"name":"T\u1eea &#8220;C\u1ea2M T\u00cdNH&#8221; \u0110\u1ebeN &#8220;D\u1eee LI\u1ec6U&#8221;: V\u00cc SAO GI\u00c1M S\u00c1T TH\u1ee6 C\u00d4NG \u0110ANG B\u00c0O M\u00d2N BI\u00caN L\u1ee2I NHU\u1eacN C\u1ee6A B\u1ea0N"}]},{"@type":"WebSite","@id":"https:\/\/lctech.vn\/#website","url":"https:\/\/lctech.vn\/","name":"LC Tech","description":"M\u00e1y \u0111\u1ecdc ch\u1ec9 s\u1ed1 th\u00f4ng minh MMM","publisher":{"@id":"https:\/\/lctech.vn\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/lctech.vn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/lctech.vn\/#organization","name":"LC Tech","url":"https:\/\/lctech.vn\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/lctech.vn\/#\/schema\/logo\/image\/","url":"https:\/\/lctech.vn\/wp-content\/uploads\/2024\/05\/icon.png","contentUrl":"https:\/\/lctech.vn\/wp-content\/uploads\/2024\/05\/icon.png","width":257,"height":257,"caption":"LC Tech"},"image":{"@id":"https:\/\/lctech.vn\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/lctech.vn\/#\/schema\/person\/5661859ac37ddcd607371cec4a69c17a","name":"D\u1ef1 \u00e1n LC04.2026 X | LC - \u0110HNT","url":"https:\/\/lctech.vn\/ja\/du-anauthor\/ftu-2026\/"}]}},"_links":{"self":[{"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/posts\/17664","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/comments?post=17664"}],"version-history":[{"count":7,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/posts\/17664\/revisions"}],"predecessor-version":[{"id":17925,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/posts\/17664\/revisions\/17925"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/media\/17663"}],"wp:attachment":[{"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/media?parent=17664"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/categories?post=17664"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lctech.vn\/ja\/wp-json\/wp\/v2\/tags?post=17664"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}