
{"id":2546,"date":"2023-07-20T10:51:48","date_gmt":"2023-07-20T10:51:48","guid":{"rendered":"https:\/\/chuyendoiso.haiphong.gov.vn\/?p=2546"},"modified":"2024-04-23T12:53:23","modified_gmt":"2024-04-23T12:53:23","slug":"ai-thuc-day-tang-truong-nganh-vien-thong","status":"publish","type":"post","link":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/2023\/07\/20\/ai-thuc-day-tang-truong-nganh-vien-thong\/","title":{"rendered":"AI th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng ng\u00e0nh Vi\u1ec5n th\u00f4ng"},"content":{"rendered":"<div class=\"td-post-content tagdiv-type\"><!-- image --><\/p>\n<div class=\"td-post-featured-image\"><a href=\"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1.png\" data-caption=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"entry-thumb td-modal-image\" title=\"vienthong\" src=\"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1-696x393.png\" sizes=\"auto, (max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1-696x393.png 696w, https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1-300x169.png 300w, https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1-768x433.png 768w, https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1-150x85.png 150w, https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong-1.png 900w\" alt=\"\" width=\"696\" height=\"393\" \/><\/a><\/div>\n<p><!-- content --><\/p>\n<div id=\"links\" class=\"imgNewsCT txtNews left w100pt\">\n<p><strong>Ng\u00e0nh vi\u1ec5n th\u00f4ng \u0111ang l\u00e0 t\u00e2m \u0111i\u1ec3m th\u00fac \u0111\u1ea9y vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn, d\u1eabn \u0111\u1ea7u l\u00e0 d\u1ecbch v\u1ee5 b\u0103ng th\u00f4ng r\u1ed9ng di \u0111\u1ed9ng v\u00e0 5G trong k\u1ef7 nguy\u00ean Internet v\u1ea1n v\u1eadt (IoT). S\u1ef1 t\u0103ng tr\u01b0\u1edfng \u0111\u01b0\u1ee3c cho l\u00e0 do \u00e1p d\u1ee5ng c\u00e1c th\u00e0nh t\u1ef1u c\u00f4ng ngh\u1ec7 AI trong vi\u1ec5n th\u00f4ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c m\u1ea1ng v\u00e0 kh\u00e1ch h\u00e0ng tr\u00ean quy m\u00f4 l\u1edbn v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 phong ph\u00fa kh\u00f4ng d\u1eebng \u1edf vi\u1ec7c cung c\u1ea5p d\u1ecbch v\u1ee5 internet v\u00e0 \u0111i\u1ec7n tho\u1ea1i c\u01a1 b\u1ea3n. <\/strong><\/p>\n<div class=\"itemsContainer\" style=\"text-align: center;\">\n<div class=\"image\"><a title=\"AI th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng ng\u00e0nh Vi\u1ec5n th\u00f4ng\"><img decoding=\"async\" title=\"vienthong\" src=\"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-content\/uploads\/2023\/07\/vienthong.png\" alt=\"AI th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng ng\u00e0nh Vi\u1ec5n th\u00f4ng\" \/><\/a><\/div>\n<\/div>\n<h4 style=\"text-align: justify;\"><strong>Nh\u1eefng th\u00e1ch th\u1ee9c m\u00e0 ng\u00e0nh Vi\u1ec5n th\u00f4ng \u0111ang \u0111\u1ed1i di\u1ec7n<\/strong><\/h4>\n<p style=\"text-align: justify;\"><em>Qu\u1ea3n l\u00fd m\u1ea1ng ph\u1ee9c t\u1ea1p<\/em><\/p>\n<p style=\"text-align: justify;\">L\u01b0u l\u01b0\u1ee3ng truy c\u1eadp to\u00e0n c\u1ea7u v\u00e0 nhu c\u1ea7u v\u1ec1 nhi\u1ec1u thi\u1ebft b\u1ecb m\u1ea1ng \u0111ang t\u0103ng l\u00ean \u0111\u00e1ng k\u1ec3, d\u1eabn \u0111\u1ebfn vi\u1ec7c qu\u1ea3n l\u00fd m\u1ea1ng ph\u1ee9c t\u1ea1p v\u00e0 kh\u00e1 t\u1ed1n k\u00e9m.<\/p>\n<p style=\"text-align: justify;\"><em>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3<\/em><\/p>\n<p style=\"text-align: justify;\">C\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng ph\u1ea3i x\u1eed l\u00fd, t\u1eadn d\u1ee5ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb l\u01b0\u1ee3ng l\u1edbn kh\u00e1ch h\u00e0ng trong nhi\u1ec1u n\u0103m. D\u1eef li\u1ec7u c\u00f3 th\u1ec3 b\u1ecb ph\u00e2n m\u1ea3nh ho\u1eb7c \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau, kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i ho\u1eb7c \u0111\u01a1n gi\u1ea3n l\u00e0 kh\u00f4ng kh\u1ea3 d\u1ee5ng.<\/p>\n<p style=\"text-align: justify;\"><em>Chi ph\u00ed cao<\/em><\/p>\n<p style=\"text-align: justify;\">Sau c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 s\u1ed1 h\u00f3a, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch trong ng\u00e0nh d\u1ef1 \u0111o\u00e1n chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng to\u00e0n c\u1ea7u c\u1ee7a vi\u1ec5n th\u00f4ng s\u1ebd t\u0103ng th\u00eam h\u00e0ng t\u1ef7 USD. Nhi\u1ec1u c\u00f4ng ty vi\u1ec5n th\u00f4ng ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi kh\u1ee7ng ho\u1ea3ng t\u00e0i ch\u00ednh v\u00e0 ph\u1ea3i t\u00ecm c\u00e1ch c\u1ea3i thi\u1ec7n l\u1ee3i nhu\u1eadn c\u1ee7a h\u1ecd.<\/p>\n<p style=\"text-align: justify;\"><em>Th\u1ecb tr\u01b0\u1eddng kh\u00f3 t\u00ednh<\/em><\/p>\n<p style=\"text-align: justify;\">Kh\u00e1ch h\u00e0ng vi\u1ec5n th\u00f4ng th\u01b0\u1eddng c\u00f3 nhu c\u1ea7u s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 nhi\u1ec1u tr\u1ea3i nghi\u1ec7m th\u00fa v\u1ecb h\u01a1n v\u00e0 \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c kh\u00e1ch h\u00e0ng r\u1eddi b\u1ecf \u0111i khi nhu c\u1ea7u c\u1ee7a h\u1ecd kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u00e1p \u1ee9ng.<\/p>\n<h4 style=\"text-align: justify;\"><strong>C\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c Vi\u1ec5n th\u00f4ng hi\u1ec7n nay<\/strong><\/h4>\n<p style=\"text-align: justify;\">C\u00e1c chuy\u00ean gia nh\u1eadn \u0111\u1ecbnh r\u1eb1ng, ng\u00e0nh Vi\u1ec5n th\u00f4ng l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh lu\u00f4n \u0111i \u0111\u1ea7u \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7, trong \u0111\u00f3 AI \u0111ang \u0111\u00f3ng vai tr\u00f2 ch\u00ednh trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y. AI \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t m\u1ea1ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u0169ng nh\u01b0 ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 m\u1edbi.<\/p>\n<p style=\"text-align: justify;\">M\u1ed9t trong nh\u1eefng \u0111\u00f3ng g\u00f3p quan tr\u1ecdng nh\u1ea5t m\u00e0 AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong ng\u00e0nh vi\u1ec5n th\u00f4ng l\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t m\u1ea1ng. AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn m\u1ea1ng nh\u1eb1m x\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ef1 c\u1ed1 ti\u1ec1m \u1ea9n trong h\u1ec7 th\u1ed1ng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 vi\u1ec5n th\u00f4ng th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec3 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 v\u00e0 ng\u0103n ch\u1eb7n s\u1ef1 c\u1ed1 d\u1eabn t\u1edbi gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<p style=\"text-align: justify;\">AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong ng\u00e0nh Vi\u1ec5n th\u00f4ng v\u1edbi 6 l\u0129nh v\u1ef1c sau:<\/p>\n<p style=\"text-align: justify;\"><em>T\u1ed1i \u01b0u h\u00f3a m\u1ea1ng<\/em><\/p>\n<p style=\"text-align: justify;\">AI \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn nh\u1eb1m x\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ef1 c\u1ed1 ti\u1ec1m \u1ea9n tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra trong h\u1ec7 th\u1ed1ng m\u1ea1ng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 vi\u1ec5n th\u00f4ng th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec3 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 v\u00e0 ng\u0103n ch\u1eb7n gi\u00e1n \u0111o\u1ea1n m\u1ea1ng. \u0110i\u1ec3n h\u00ecnh nh\u01b0, c\u00e1c c\u00f4ng ty \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n t\u1eafc ngh\u1ebdn m\u1ea1ng v\u00e0 ch\u1ee7 \u0111\u1ed9ng \u0111\u1ecbnh tuy\u1ebfn l\u1ea1i l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp \u0111\u1ec3 tr\u00e1nh m\u1ea5t \u0111i\u1ec7n. M\u1ea1ng 5G b\u1eaft \u0111\u1ea7u tri\u1ec3n khai v\u00e0o n\u0103m 2019 v\u00e0 \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd c\u00f3 h\u01a1n 1,7 t\u1ef7 thu\u00ea bao tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, trong \u0111\u00f3 c\u00f3 20% k\u1ebft n\u1ed1i to\u00e0n c\u1ea7u v\u00e0o n\u0103m 2025.<\/p>\n<p style=\"text-align: justify;\">AI s\u1ebd l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1eafc l\u1ef1c gi\u00fap c\u00e1c h\u00e3ng b\u1ea3o m\u1eadt n\u1ed9i dung (Content Security Policy \u2013 CSP) x\u00e2y d\u1ef1ng c\u00e1c m\u1ea1ng t\u1ef1 t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n thu\u00ea bao. \u0110\u1ed3ng th\u1eddi cho ph\u00e9p c\u00e1c nh\u00e0 khai th\u00e1c t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng m\u1ea1ng d\u1ef1a tr\u00ean th\u00f4ng tin l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp theo khu v\u1ef1c v\u00e0 m\u00fai gi\u1edd. Nh\u1edd vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n AI ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u m\u00e0 c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng c\u1ee7a m\u1ea1ng; c\u00e1c h\u00e3ng CSP c\u00f3 th\u1ec3 ch\u1ee7 \u0111\u1ed9ng kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 tr\u01b0\u1edbc khi kh\u00e1ch h\u00e0ng b\u1ecb \u1ea3nh h\u01b0\u1edfng ti\u00eau c\u1ef1c.<\/p>\n<p style=\"text-align: justify;\"><em>T\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng v\u00e0 Tr\u1ee3 l\u00fd \u1ea3o<\/em><\/p>\n<p style=\"text-align: justify;\">C\u00e1c chatbot do AI h\u1ed7 tr\u1ee3 c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u1ea3m b\u1edbt c\u00f4ng vi\u1ec7c c\u1ee7a c\u00e1c d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p h\u01a1n. V\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh l\u00e0 Verizon \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 h\u1ed7 tr\u1ee3 Tr\u1ee3 l\u00fd \u1ea3o c\u1ee7a m\u00ecnh, tr\u1ee3 l\u00fd n\u00e0y c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi c\u1ee7a kh\u00e1ch h\u00e0ng v\u1ec1 thanh to\u00e1n, g\u00f3i d\u1ecbch v\u1ee5 v\u00e0 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt.<\/p>\n<p style=\"text-align: justify;\"><em>B\u1ea3o tr\u00ec v\u00e0 d\u1ef1 \u0111o\u00e1n<\/em><\/p>\n<p style=\"text-align: justify;\">Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean AI gi\u00fap c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng cung c\u1ea5p d\u1ecbch v\u1ee5 t\u1ed1t h\u01a1n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u, thu\u1eadt to\u00e1n tinh vi v\u00e0 k\u1ef9 thu\u1eadt m\u00e1y h\u1ecdc \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u01b0u tr\u1eef. Ng\u01b0\u1eddi v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng th\u00f4ng tin chi ti\u1ebft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u1ec3 theo d\u00f5i tr\u1ea1ng th\u00e1i c\u1ee7a thi\u1ebft b\u1ecb v\u00e0 d\u1ef1 \u0111o\u00e1n l\u1ed7i d\u1ef1a tr\u00ean c\u00e1c m\u1eabu. Vi\u1ec7c tri\u1ec3n khai AI trong vi\u1ec5n th\u00f4ng c\u0169ng cho ph\u00e9p CSP ch\u1ee7 \u0111\u1ed9ng kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 v\u1edbi ph\u1ea7n c\u1ee9ng li\u00ean l\u1ea1c, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u00e1p di \u0111\u1ed9ng, \u0111\u01b0\u1eddng d\u00e2y t\u1ea3i \u0111i\u1ec7n, m\u00e1y ch\u1ee7 trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 th\u1eadm ch\u00ed c\u1ea3 h\u1ed9p gi\u1ea3i m\u00e3 t\u00edn hi\u1ec7u s\u1ed1 trong nh\u00e0 c\u1ee7a kh\u00e1ch h\u00e0ng. T\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ea1ng v\u00e0 AI s\u1ebd cho ph\u00e9p ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5, d\u1ef1 \u0111o\u00e1n c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh v\u00e0 t\u1ea1o ra tr\u1ea3i nghi\u1ec7m m\u1edbi cho kh\u00e1ch h\u00e0ng v\u00e0 gi\u1ea3i quy\u1ebft hi\u1ec7u qu\u1ea3 c\u00e1c nhu c\u1ea7u d\u1ecbch v\u1ee5 m\u1edbi.<\/p>\n<p style=\"text-align: justify;\"><em>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot (RPA) cho Vi\u1ec5n th\u00f4ng<\/em><\/p>\n<p style=\"text-align: justify;\">CSP c\u00f3 s\u1ed1 l\u01b0\u1ee3ng l\u1edbn kh\u00e1ch h\u00e0ng tham gia v\u00e0o h\u00e0ng tri\u1ec7u giao d\u1ecbch h\u00e0ng ng\u00e0y, m\u1ed7i giao d\u1ecbch \u0111\u1ec1u d\u1ec5 b\u1ecb l\u1ed7i do thao t\u00e1c c\u1ee7a con ng\u01b0\u1eddi. Robotic Process Automation (RPA) l\u00e0 m\u1ed9t d\u1ea1ng c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh kinh doanh d\u1ef1a tr\u00ean AI. RPA c\u00f3 th\u1ec3 mang l\u1ea1i hi\u1ec7u qu\u1ea3 cao h\u01a1n cho c\u00e1c ch\u1ee9c n\u0103ng vi\u1ec5n th\u00f4ng b\u1eb1ng c\u00e1ch cho ph\u00e9p c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng qu\u1ea3n l\u00fd c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u1ea1i v\u0103n ph\u00f2ng h\u1ed7 tr\u1ee3 v\u00e0 gi\u1ea3i quy\u1ebft kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn c\u00e1c h\u00e0nh \u0111\u1ed9ng theo tr\u00ecnh t\u1ef1 v\u00e0 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i. RPA gi\u1ea3i ph\u00f3ng s\u1ee9c lao \u0111\u1ed9ng c\u1ee7a nh\u00e2n vi\u00ean CSP \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c c\u00f3 gi\u00e1 tr\u1ecb gia t\u0103ng cao h\u01a1n b\u1eb1ng c\u00e1ch h\u1ee3p l\u00fd h\u00f3a vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c quy tr\u00ecnh ph\u1ee9c t\u1ea1p, t\u1ed1n nhi\u1ec1u c\u00f4ng s\u1ee9c v\u00e0 th\u1eddi gian, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u1eadp h\u00f3a \u0111\u01a1n, nh\u1eadp d\u1eef li\u1ec7u, qu\u1ea3n l\u00fd l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng v\u00e0 th\u1ef1c hi\u1ec7n \u0111\u01a1n h\u00e0ng. Theo\u00a0 th\u1ed1ng k\u00ea, th\u1ecb tr\u01b0\u1eddng RPA \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd t\u0103ng l\u00ean 13 t\u1ef7 USD v\u00e0o n\u0103m 2030, v\u1edbi vi\u1ec7c RPA s\u1ebd \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 ch\u1ea5p nh\u1eadn g\u1ea7n nh\u01b0 to\u00e0n c\u1ea7u trong v\u00f2ng 5 n\u0103m t\u1edbi.<\/p>\n<p style=\"text-align: justify;\"><em>Ph\u00f2ng ch\u1ed1ng gian l\u1eadn<\/em><\/p>\n<p style=\"text-align: justify;\">C\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng \u0111ang khai th\u00e1c kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd c\u1ee7a AI \u0111\u1ec3 ch\u1ed1ng l\u1ea1i c\u00e1c tr\u01b0\u1eddng h\u1ee3p gian l\u1eadn. C\u00e1c thu\u1eadt to\u00e1n AI v\u00e0 m\u00e1y h\u1ecdc c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n s\u1ef1 b\u1ea5t th\u01b0\u1eddng trong th\u1eddi gian th\u1ef1c, gi\u00fap gi\u1ea3m hi\u1ec7u qu\u1ea3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn li\u00ean quan \u0111\u1ebfn vi\u1ec5n th\u00f4ng, ch\u1eb3ng h\u1ea1n nh\u01b0 truy c\u1eadp m\u1ea1ng tr\u00e1i ph\u00e9p v\u00e0 h\u1ed3 s\u01a1 gi\u1ea3 m\u1ea1o. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng ch\u1eb7n quy\u1ec1n truy c\u1eadp c\u1ee7a k\u1ebb l\u1eeba \u0111\u1ea3o ngay khi ph\u00e1t hi\u1ec7n ho\u1ea1t \u0111\u1ed9ng \u0111\u00e1ng ng\u1edd, gi\u1ea3m thi\u1ec3u thi\u1ec7t h\u1ea1i. V\u1edbi c\u00e1c \u01b0\u1edbc t\u00ednh trong ng\u00e0nh ch\u1ec9 ra r\u1eb1ng 90% nh\u00e0 khai th\u00e1c l\u00e0 m\u1ee5c ti\u00eau c\u1ee7a nh\u1eefng k\u1ebb l\u1eeba \u0111\u1ea3o h\u00e0ng ng\u00e0y g\u00e2y thi\u1ec7t h\u1ea1i l\u00ean t\u1edbi h\u00e0ng t\u1ef7 USD m\u1ed7i n\u0103m. \u1ee8ng d\u1ee5ng AI \u0111\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 \u0111\u1ec3 c\u00e1c CSP k\u1ecbp th\u1eddi ph\u00f2ng ch\u1ed1ng gian l\u1eadn.<\/p>\n<p style=\"text-align: justify;\"><em>T\u0103ng tr\u01b0\u1edfng doanh thu<\/em><\/p>\n<p style=\"text-align: justify;\">\u1ee8ng d\u1ee5ng AI trong Vi\u1ec5n th\u00f4ng s\u1ebd t\u1ea1o s\u1ef1 th\u1ed1ng nh\u1ea5t v\u00e0 hi\u1ec3u \u00fd ngh\u0129a c\u1ee7a nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 thi\u1ebft b\u1ecb, m\u1ea1ng, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, d\u1eef li\u1ec7u \u0111\u1ecbnh v\u1ecb \u0111\u1ecba l\u00fd, h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng chi ti\u1ebft, s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 v\u00e0 d\u1eef li\u1ec7u thanh to\u00e1n. S\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u d\u1ef1a tr\u00ean AI, c\u00e1c c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng thu\u00ea bao v\u00e0 doanh thu trung b\u00ecnh tr\u00ean m\u1ed7i ng\u01b0\u1eddi d\u00f9ng (ARPU) th\u00f4ng qua vi\u1ec7c b\u00e1n th\u00eam v\u00e0 b\u00e1n ch\u00e9o d\u1ecbch v\u1ee5 c\u1ee7a kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch linh ho\u1ea1t. B\u1eb1ng c\u00e1ch d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng qua s\u1ed1 li\u1ec7u AI ph\u00e2n t\u00edch trong b\u1ed1i c\u1ea3nh th\u1eddi gian th\u1ef1c, c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u00f3 th\u1ec3 \u0111\u01b0a ra \u01b0u \u0111\u00e3i ph\u00f9 h\u1ee3p v\u00e0o \u0111\u00fang th\u1eddi \u0111i\u1ec3m tr\u00ean \u0111\u00fang k\u00eanh.<\/p>\n<h4 style=\"text-align: justify;\"><strong>Ba \u0111i\u1ec3n h\u00ecnh th\u00e0nh c\u00f4ng \u1ee9ng d\u1ee5ng AI trong l\u0129nh v\u1ef1c Vi\u1ec5n th\u00f4ng\u00a0<\/strong><\/h4>\n<p style=\"text-align: justify;\"><em>Vodafone Group t\u0103ng \u0111i\u1ec3m qu\u1ea3ng c\u00e1o r\u00f2ng<\/em><\/p>\n<p style=\"text-align: justify;\">\u0110\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 c\u1ea1nh tranh ng\u00e0y c\u00e0ng t\u0103ng v\u00e0 gia t\u0103ng chi ph\u00ed, Vodafone Group mu\u1ed1n ph\u00e2n bi\u1ec7t vi\u1ec7c cung c\u1ea5p d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh v\u00e0 gi\u1ea3i quy\u1ebft nhanh h\u01a1n c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh. Do \u0111\u00f3, Vodafone \u0111\u00e3 t\u00ecm ki\u1ebfm m\u1ed9t c\u00f4ng ngh\u1ec7 trung t\u00e2m li\u00ean l\u1ea1c \u1ee9ng d\u1ee5ng AI c\u00f3 th\u1ec3 cung c\u1ea5p h\u1ed7 tr\u1ee3 theo th\u1eddi gian th\u1ef1c cho kh\u00e1ch h\u00e0ng, t\u0103ng t\u1ef7 l\u1ec7 gi\u1ea3i quy\u1ebft li\u00ean h\u1ec7 \u0111\u1ea7u ti\u00ean (FCR) v\u00e0 gi\u1ea3m t\u1ef7 l\u1ec7 \u0111i\u1ec1u ph\u1ed1i c\u00f4ng ngh\u1ec7, \u0111\u1ed3ng th\u1eddi n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng. Vodafone Group \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 m\u1ed9t nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 vi\u1ec5n th\u00f4ng \u0111a qu\u1ed1c gia c\u00f3 t\u01b0 duy ti\u1ebfn b\u1ed9, \u0111\u00e3 gi\u1ea3m 10% t\u1ef7 l\u1ec7 c\u1eed k\u1ef9 thu\u1eadt vi\u00ean c\u1ee7a Vodafone, t\u0103ng t\u1ef7 l\u1ec7 FCR c\u1ee7a h\u1ecd l\u00ean 5 \u0111i\u1ec3m v\u00e0 t\u0103ng 15% \u0110i\u1ec3m qu\u1ea3ng c\u00e1o r\u00f2ng (Net Promoter Score -NPS). NPS l\u00e0 th\u01b0\u1edbc \u0111o d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng gi\u00fap c\u00e1c c\u00f4ng ty hi\u1ec3u v\u00e0 theo d\u00f5i c\u00e1ch kh\u00e1ch h\u00e0ng c\u1ea3m nh\u1eadn v\u1ec1 h\u1ecd. NPS \u0111o l\u01b0\u1eddng t\u00e2m l\u00fd chung c\u1ee7a kh\u00e1ch h\u00e0ng, cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft s\u00e2u h\u01a1n v\u1edbi t\u1ea7m nh\u00ecn bao qu\u00e1t v\u1ec1 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng. NPS l\u00e0 \u0111i\u1ec3m chu\u1ea9n ti\u00eau chu\u1ea9n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean to\u00e0n th\u1ebf gi\u1edbi \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 s\u1ef1c trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng n\u00f3i chung thay v\u00ec s\u1ef1 h\u00e0i l\u00f2ng v\u1ec1 m\u1ed9t d\u1ecbch v\u1ee5, th\u01b0\u01a1ng hi\u1ec7u ho\u1eb7c t\u01b0\u01a1ng t\u00e1c c\u1ee5 th\u1ec3 v\u1edbi c\u00f4ng ty. T\u1eadp \u0111o\u00e0n Vodafone d\u1ef1 \u0111\u1ecbnh s\u1ebd tri\u1ec3n khai Eve, tr\u1ee3 l\u00fd tr\u1ef1c quan t\u1ef1 ph\u1ee5c v\u1ee5 AI.<\/p>\n<p style=\"text-align: justify;\"><em>WCTel gi\u1ea3m t\u1ef7 l\u1ec7 c\u1eed k\u1ef9 thu\u1eadt vi\u00ean xu\u1ed1ng c\u01a1 s\u1edf<\/em><\/p>\n<p style=\"text-align: justify;\">Trong khi \u0111\u1ea1i d\u1ecbch c\u00f3 t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c \u0111\u1ebfn h\u1ea7u h\u1ebft m\u1ecdi ng\u00e0nh, c\u00e1c c\u00f4ng ty d\u1ecbch v\u1ee5 \u0111\u00e3 b\u1ecb \u1ea3nh h\u01b0\u1edfng \u0111\u1eb7c bi\u1ec7t n\u1eb7ng n\u1ec1, WCTel \u0111\u00e3 \u1ee9ng d\u1ee5ng AI th\u00e0nh c\u00f4ng v\u1ec1 m\u1eb7t nh\u00e2n s\u1ef1. WCTel, c\u00f4ng ty vi\u1ec5n th\u00f4ng c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i Nam Carola, M\u1ef9 nh\u1eadn th\u1ea5y m\u00ecnh \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi v\u1ea5n \u0111\u1ec1 v\u1ec1 t\u00ednh li\u00ean t\u1ee5c trong kinh doanh. Do \u0111\u00f3, WCTel \u0111\u00e3 \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00e1c thu\u00ea bao khi k\u1ef9 thu\u1eadt vi\u00ean kh\u00f4ng th\u1ec3 \u0111\u1ebfn \u0111\u01b0\u1ee3c nh\u00e0 kh\u00e1ch h\u00e0ng. K\u1ebft qu\u1ea3 l\u00e0 WCTel \u0111\u00e3 th\u1ef1c hi\u1ec7n th\u00e0nh c\u00f4ng khi: gi\u1ea3m t\u1ef7 l\u1ec7 c\u1eed k\u1ef9 thu\u1eadt vi\u00ean xu\u1ed1ng c\u01a1 s\u1edf \u0111\u1ea1t m\u1ee9c 16-20%; gi\u1ea3m th\u1eddi gian x\u1eed l\u00fd trung b\u00ecnh; t\u0103ng t\u1ef7 l\u1ec7 gi\u1ea3i quy\u1ebft li\u00ean h\u1ec7 \u0111\u1ea7u ti\u00ean; t\u0103ng \u0111i\u1ec3m s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng (CSAT) v\u00e0 NPS; \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb ROI r\u00f5 r\u00e0ng ch\u1ec9 sau hai th\u00e1ng.<\/p>\n<p style=\"text-align: justify;\">T\u0103ng \u0111i\u1ec3m s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng (CSAT), WCTel nh\u1eadn th\u1ea5y m\u1ee9c \u0111\u1ed9 d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m c\u1ee7a m\u00ecnh \u0111\u00e3 \u0111\u00e1p \u1ee9ng ho\u1eb7c v\u01b0\u1ee3t qua k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<p style=\"text-align: justify;\"><em>Verizon duy tr\u00ec kinh doanh li\u00ean t\u1ee5c nh\u1edd tri\u1ec3n khai tr\u1ee3 l\u00fd \u1ea3o<\/em><\/p>\n<p style=\"text-align: justify;\">Trong th\u1eddi gian \u0111\u1ea1i d\u1ecbch, Verizon (Verizon.com) \u0111\u00e3 tri\u1ec3n khai m\u1ed9t c\u00f4ng c\u1ee5 m\u1edbi \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00e1c kh\u00e1ch h\u00e0ng d\u00e2n c\u01b0 v\u00e0 doanh nghi\u1ec7p nh\u1ecf c\u1ea7n s\u1eeda ch\u1eefa c\u00e1c d\u1ecbch v\u1ee5 tho\u1ea1i, d\u1eef li\u1ec7u ho\u1eb7c video h\u1eefu tuy\u1ebfn c\u1ee7a h\u1ecd. C\u00f4ng c\u1ee5 m\u1edbi n\u00e0y l\u00e0 m\u1ed9t tr\u1ee3 l\u00fd \u1ea3o, \u1ee9ng d\u1ee5ng tr\u00f2 chuy\u1ec7n video v\u00e0 c\u1ed5ng th\u00f4ng tin t\u1ef1 ph\u1ee5c v\u1ee5 cho ph\u00e9p c\u00e1c k\u1ef9 thu\u1eadt vi\u00ean h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng m\u00e0 kh\u00f4ng c\u1ea7n v\u00e0o nh\u00e0 ho\u1eb7c c\u01a1 s\u1edf. H\u00e0ng ngh\u00ecn k\u1ef9 thu\u1eadt vi\u00ean s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 (tool) v\u00e0 \u0111\u00e3 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c 90% y\u00eau c\u1ea7u s\u1eeda ch\u1eefa khi s\u1eed d\u1ee5ng tool.<\/p>\n<p style=\"text-align: justify;\">C\u00e1c k\u1ef9 thu\u1eadt vi\u00ean c\u1ee7a Verizon \u0111\u01b0\u1ee3c c\u1eed \u0111i \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u s\u1eeda ch\u1eefa c\u1ee7a kh\u00e1ch h\u00e0ng th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c s\u1eeda ch\u1eefa b\u00ean ngo\u00e0i n\u1ebfu c\u1ea7n thi\u1ebft. \u0110\u1ec3 s\u1eeda ch\u1eefa b\u00ean trong, kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 tr\u1ee3 l\u00fd \u1ea3o, \u0111\u00f3ng vai tr\u00f2 thay th\u1ebf cho s\u1ef1 hi\u1ec7n di\u1ec7n th\u1ef1c t\u1ebf c\u1ee7a k\u1ef9 thu\u1eadt vi\u00ean v\u00e0 ti\u1ebfn h\u00e0nh s\u1eeda ch\u1eefa thi\u1ebft b\u1ecb ho\u1eb7c l\u00e0 m\u1ea1ng. M\u1ed9t k\u1ef9 thu\u1eadt vi\u00ean c\u1ee7a Verizon b\u00ean ngo\u00e0i n\u01a1i c\u01b0 tr\u00fa c\u1ee7a kh\u00e1ch h\u00e0ng s\u1ebd g\u1eedi cho kh\u00e1ch h\u00e0ng m\u1ed9t tin nh\u1eafn c\u00f3 li\u00ean k\u1ebft \u0111\u1ec3 b\u1eaft \u0111\u1ea7u tr\u00f2 chuy\u1ec7n video. Kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 chia s\u1ebb h\u00ecnh \u1ea3nh v\u1ec1 thi\u1ebft b\u1ecb trong nh\u00e0 c\u1ee7a m\u00ecnh \u0111\u1ec3 k\u1ef9 thu\u1eadt vi\u00ean ch\u1ea9n \u0111o\u00e1n s\u1ef1 c\u1ed1 t\u1eeb b\u00ean ngo\u00e0i. Kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 tr\u00f2 chuy\u1ec7n video v\u1edbi k\u1ef9 thu\u1eadt vi\u00ean, l\u00e0m theo h\u01b0\u1edbng d\u1eabn c\u1ee7a k\u1ef9 thu\u1eadt vi\u00ean v\u1ec1 c\u00e1ch th\u1ef1c hi\u1ec7n s\u1eeda ch\u1eefa, kh\u1eafc ph\u1ee5c nh\u1eefng h\u01b0 h\u1ea1i.<\/p>\n<h4 style=\"text-align: justify;\"><strong>T\u01b0\u01a1ng lai c\u1ee7a AI trong Vi\u1ec5n th\u00f4ng<\/strong><\/h4>\n<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong th\u1ecb tr\u01b0\u1eddng vi\u1ec5n th\u00f4ng \u0111ang ng\u00e0y c\u00e0ng gi\u00fap c\u00e1c CSP qu\u1ea3n l\u00fd, t\u1ed1i \u01b0u h\u00f3a v\u00e0 duy tr\u00ec c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u0169ng nh\u01b0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng. T\u1ed1i \u01b0u h\u00f3a m\u1ea1ng, b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, tr\u1ee3 l\u00fd \u1ea3o, RPA, ng\u0103n ch\u1eb7n gian l\u1eadn v\u00e0 t\u1ea1o lu\u1ed3ng doanh thu m\u1edbi l\u00e0 t\u1ea5t c\u1ea3 c\u00e1c v\u00ed d\u1ee5 v\u1ec1 c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng AI vi\u1ec5n th\u00f4ng, trong \u0111\u00f3 c\u00f4ng ngh\u1ec7 AI \u0111\u00e3 gi\u00fap mang l\u1ea1i gi\u00e1 tr\u1ecb gia t\u0103ng cho doanh nghi\u1ec7p.<\/p>\n<p style=\"text-align: justify;\">Khi c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u l\u1edbn tr\u1edf n\u00ean s\u1eb5n c\u00f3 v\u00e0 ph\u1ee9c t\u1ea1p h\u01a1n, t\u01b0\u01a1ng lai c\u1ee7a AI trong ng\u00e0nh vi\u1ec5n th\u00f4ng s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n, an to\u00e0n h\u01a1n. S\u1eed d\u1ee5ng AI, vi\u1ec5n th\u00f4ng c\u00f3 th\u1ec3 mong \u0111\u1ee3i ti\u1ebfp t\u1ee5c \u0111\u1ea9y nhanh t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng trong m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh ng\u00e0y c\u00e0ng cao n\u00e0y. Quy m\u00f4 th\u1ecb tr\u01b0\u1eddng vi\u1ec5n th\u00f4ng AI to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd \u0111\u1ea1t g\u1ea7n 15 t\u1ef7 USD v\u00e0o n\u0103m 2027, t\u1eeb g\u1ea7n 12 t\u1ef7 USD v\u00e0o n\u0103m 2020, v\u1edbi t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p (CAGR) l\u00e0 42,6% trong giai \u0111o\u1ea1n 2021 \u2013 2027.<\/p>\n<p>Ngu\u1ed3n: https:\/\/antoanthongtin.vn\/cong-nghe-thong-tin\/ai-thuc-day-tang-truong-nganh-vien-thong-109114<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0nh vi\u1ec5n th\u00f4ng \u0111ang l\u00e0 t\u00e2m \u0111i\u1ec3m th\u00fac \u0111\u1ea9y vi\u1ec7c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn, d\u1eabn \u0111\u1ea7u l\u00e0 d\u1ecbch v\u1ee5 b\u0103ng th\u00f4ng r\u1ed9ng di \u0111\u1ed9ng v\u00e0 5G trong k\u1ef7 nguy\u00ean Internet v\u1ea1n v\u1eadt (IoT). S\u1ef1 t\u0103ng tr\u01b0\u1edfng \u0111\u01b0\u1ee3c cho l\u00e0 do \u00e1p d\u1ee5ng c\u00e1c th\u00e0nh t\u1ef1u c\u00f4ng ngh\u1ec7 AI trong vi\u1ec5n [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[13],"tags":[],"class_list":{"0":"post-2546","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-tin-tuc"},"_links":{"self":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/2546","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/comments?post=2546"}],"version-history":[{"count":1,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/2546\/revisions"}],"predecessor-version":[{"id":2691,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/2546\/revisions\/2691"}],"wp:attachment":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/media?parent=2546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/categories?post=2546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/tags?post=2546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}