{"id":5633,"date":"2025-01-10T15:57:58","date_gmt":"2025-01-10T06:57:58","guid":{"rendered":"https:\/\/cm-plus.co.jp\/vn\/?page_id=5633"},"modified":"2025-09-25T15:07:24","modified_gmt":"2025-09-25T06:07:24","slug":"data_integrity","status":"publish","type":"page","link":"https:\/\/cm-plus.co.jp\/vn\/service\/consulting\/data_integrity\/","title":{"rendered":"Data Integrity (DI) Consulting"},"content":{"rendered":"<div id=\"contamination_control_strategy\">\n<div id=\"pagePath\">\n<ul>\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/\">Trang ch\u1ee7<\/a>\/<\/li>\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/service\/\">D\u1ecbch v\u1ee5<\/a>\/<\/li>\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/service\/consulting\/\">T\u01b0 v\u1ea5n<\/a>\/<\/li>\n<li>T\u01b0 v\u1ea5n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u (DI)<\/li>\n<\/ul>\n<\/div>\n<div class=\"h1Sub\">\n<div class=\"content\">\n<h1 class=\"h1Ttl\"><span class=\"subSpan\">T\u01b0 v\u1ea5n<\/span><br class=\"wpTag\">T\u01b0 v\u1ea5n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u (DI)<br \/>\n<span class=\"h1Photo\"><br \/>\n<span class=\"maskBox\"><br \/>\n\t<span class=\"topCover\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/themes\/cmplus\/image\/common\/key01.webp\" alt=\"Consulting Data Integrity (DI) Consulting\"><br \/>\n<\/span><br \/>\n<span class=\"btmImg01\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/uploads\/2025\/01\/data_integrity_KEYVISUAL___.jpg\" alt=\"Consulting Data Integrity (DI) Consulting\"><br \/>\n<\/span><br \/>\n<span class=\"btmImg02\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/uploads\/2025\/01\/data_integrity_KEYVISUAL___.jpg\" alt=\"Consulting Data Integrity (DI) Consulting\"><br \/>\n<\/span><br \/>\n<\/span><br \/>\n<\/span><br \/>\n<\/h1>\n<\/div>\n<\/div>\n<div class=\"content\">\n<div class=\"mainBox\">\n<article id=\"conts\">\n<section class=\"secBox\">\n<h2 class=\"headLine05\">T\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/h2>\n<p class=\"text01\">T\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u \u0111\u1ec1 c\u1eadp \u0111\u1ebfn t\u00ednh \u0111\u1ea7y \u0111\u1ee7, t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 t\u00ednh ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u v\u00e0 c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c \u0111\u1ea3m b\u1ea3o trong su\u1ed1t v\u00f2ng \u0111\u1eddi c\u1ee7a d\u01b0\u1ee3c ph\u1ea9m. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u, c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a ALCOA+ \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y trong nhi\u1ec1u h\u01b0\u1edbng d\u1eabn kh\u00e1c nhau.<\/p>\n<div class=\"comExtractBox\">\n<h3 class=\"headLine10\">Nguy\u00ean t\u1eafc c\u1ee7a ALCOA+<\/h3>\n<ul class=\"comNumList\">\n<li><span class=\"num\">1.<\/span><span class=\"txt\">C\u00f3 th\u1ec3 quy ngu\u1ed3n: D\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c quy k\u1ebft cho ai \u0111\u00e3 l\u00e0m g\u00ec, khi n\u00e0o v\u00e0 \u1edf \u0111\u00e2u.<\/span><\/li>\n<li><span class=\"num\">2.<\/span><span class=\"txt\">C\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c: B\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span class=\"num\">3.<\/span><span class=\"txt\">3. \u0110\u1ed3ng th\u1eddi: D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ghi l\u1ea1i v\u00e0 t\u1ea1o ra t\u1ea1i th\u1eddi \u0111i\u1ec3m d\u1eef li\u1ec7u xu\u1ea5t hi\u1ec7n.<\/span><\/li>\n<li><span class=\"num\">4.<\/span><span class=\"txt\">B\u1ea3n g\u1ed1c: D\u1eef li\u1ec7u l\u00e0 b\u1ea3n g\u1ed1c ho\u1eb7c t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi b\u1ea3n g\u1ed1c.<\/span><\/li>\n<li><span class=\"num\">5.<\/span><span class=\"txt\">D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ghi l\u1ea1i v\u00e0 t\u1ea1o ra m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/span><\/li>\n<li><span class=\"num\">6.<\/span><span class=\"txt\">Ho\u00e0n ch\u1ec9nh: T\u1ea5t c\u1ea3 d\u1eef li\u1ec7u \u0111\u1ec1u t\u1ed3n t\u1ea1i, kh\u00f4ng ch\u1ec9 m\u1ed9t ph\u1ea7n c\u1ee7a d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span class=\"num\">7.<\/span><span class=\"txt\">Nh\u1ea5t qu\u00e1n: D\u1eef li\u1ec7u nh\u1ea5t qu\u00e1n v\u00e0 kh\u00f4ng c\u00f3 m\u00e2u thu\u1eabn.<\/span><\/li>\n<li><span class=\"num\">8.<\/span><span class=\"txt\">B\u1ec1n v\u1eefng: D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 l\u00e2u d\u00e0i v\u00e0 t\u1ed3n t\u1ea1i trong su\u1ed1t v\u00f2ng \u0111\u1eddi c\u1ee7a d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span class=\"num\">9.<\/span><span class=\"txt\"> C\u00f3 s\u1eb5n: D\u1eef li\u1ec7u c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 s\u1eed d\u1ee5ng b\u1ea5t k\u1ef3 l\u00fac n\u00e0o<\/span><\/li>\n<\/ul>\n<\/div>\n<div>&nbsp;<\/div>\n<p class=\"comTxt\">\u0110\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u l\u00e0 b\u1eaft bu\u1ed9c \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u v\u00e0 h\u1ed3 s\u01a1, b\u1ea5t k\u1ec3 ch\u00fang \u1edf d\u1ea1ng gi\u1ea5y hay d\u1ea1ng \u0111i\u1ec7n t\u1eed. \u0110\u00e2y l\u00e0 v\u1ea5n \u0111\u1ec1 c\u1ea5p b\u00e1ch trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m v\u00ec \u0111\u1ed9 tin c\u1eady c\u1ee7a d\u1eef li\u1ec7u v\u00e0 h\u1ed3 s\u01a1 c\u00f3 li\u00ean quan tr\u1ef1c ti\u1ebfp \u0111\u1ebfn \u0111\u1ed9 tin c\u1eady c\u1ee7a ch\u1ea5t l\u01b0\u1ee3ng d\u01b0\u1ee3c ph\u1ea9m.<\/p>\n<\/section>\n<section class=\"secBox\">\n<h2 class=\"headLine05\">Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p class=\"wpTag\">Vi\u1ec7c thi\u1ebft l\u1eadp qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi s\u1ef1 tham gia t\u00edch c\u1ef1c c\u1ee7a ban qu\u1ea3n l\u00fd c\u1ea5p cao. Ban qu\u1ea3n l\u00fd c\u1ea5p cao ch\u1ecbu tr\u00e1ch nhi\u1ec7m thi\u1ebft l\u1eadp v\u0103n h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a t\u1ed5 ch\u1ee9c, duy tr\u00ec v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n v\u0103n h\u00f3a n\u00e0y, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3. H\u1ecd c\u0169ng ch\u1ecbu tr\u00e1ch nhi\u1ec7m t\u1ea1o ra v\u0103n h\u00f3a doanh nghi\u1ec7p cung c\u1ea5p m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c ph\u00f9 h\u1ee3p, n\u01a1i m\u1ecdi th\u1ee9 \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o m\u1ed9t c\u00e1ch c\u00f4ng khai v\u00e0 minh b\u1ea1ch. C\u1ea7n thi\u1ebft l\u1eadp v\u0103n h\u00f3a ch\u1ea5t l\u01b0\u1ee3ng t\u1eadp trung v\u00e0o ban qu\u1ea3n l\u00fd c\u1ea5p cao, c\u00f9ng v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u trong su\u1ed1t v\u00f2ng \u0111\u1eddi. <\/p>\n<p>M\u1ed9t s\u1ed1 ch\u00ednh s\u00e1ch v\u00e0 quy tr\u00ecnh c\u1ee5 th\u1ec3 \u0111\u1ec3 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u bao g\u1ed3m c\u00e1c v\u00ed d\u1ee5 sau. (Ph\u1ee5 l\u1ee5c 4 c\u1ee7a WHO. H\u01b0\u1edbng d\u1eabn v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u)\n<\/p>\n<div class=\"comExtractBox\">\n<h3 class=\"headLine10\">Ph\u1ee5 l\u1ee5c 4 c\u1ee7a WHO. H\u01b0\u1edbng d\u1eabn v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/h3>\n<ul class=\"comNumList\">\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">gi\u00e1m s\u00e1t v\u00e0 cam k\u1ebft c\u1ee7a ban qu\u1ea3n l\u00fd;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">vi\u1ec7c \u00e1p d\u1ee5ng QRM;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">tu\u00e2n th\u1ee7 lu\u1eadt b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 c\u00e1c th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 v\u00e0 th\u1ea9m \u0111\u1ecbnh;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\"> qu\u1ea3n l\u00fd thay \u0111\u1ed5i, s\u1ef1 c\u1ed1 v\u00e0 sai l\u1ec7ch;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u, t\u00ednh b\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">b\u1ea3o m\u1eadt, an ninh m\u1ea1ng, ki\u1ec3m so\u00e1t truy c\u1eadp v\u00e0 c\u1ea5u h\u00ecnh;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">x\u00e2y d\u1ef1ng c\u01a1 s\u1edf d\u1eef li\u1ec7u, thu th\u1eadp d\u1eef li\u1ec7u, xem x\u00e9t d\u1eef li\u1ec7u, d\u1eef li\u1ec7u m\u00f9, ng\u1eabu nhi\u00ean h\u00f3a;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\"> theo d\u00f5i, l\u1eadp xu h\u01b0\u1edbng, b\u00e1o c\u00e1o c\u00e1c b\u1ea5t th\u01b0\u1eddng v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u v\u00e0 c\u00e1c sai s\u00f3t ho\u1eb7c l\u1ed7i \u0111\u1ec3 c\u00f3 h\u00e0nh \u0111\u1ed9ng ti\u1ebfp theo;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">tng\u0103n ng\u1eeba \u00e1p l\u1ef1c th\u01b0\u01a1ng m\u1ea1i, ch\u00ednh tr\u1ecb, t\u00e0i ch\u00ednh v\u00e0 c\u00e1c \u00e1p l\u1ef1c t\u1ed5 ch\u1ee9c kh\u00e1c;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">c\u00e1c ngu\u1ed3n l\u1ef1c v\u00e0 h\u1ec7 th\u1ed1ng \u0111\u1ea7y \u0111\u1ee7;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u01a1 s\u1edf v\u1eadt ch\u1ea5t \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho m\u00f4i tr\u01b0\u1eddng ph\u00f9 h\u1ee3p h\u1ed7 tr\u1ee3 DI v\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p ki\u1ec3m so\u00e1t hi\u1ec7u qu\u1ea3;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">gi\u00e1m s\u00e1t;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\"> l\u01b0u gi\u1eef h\u1ed3 s\u01a1;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">\u0111\u00e0o t\u1ea1o;<\/span><\/li>\n<li><span class=\"num\">\u25a0 <\/span><span class=\"txt\">nh\u1eadn th\u1ee9c v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 s\u1ef1 an to\u00e0n c\u1ee7a b\u1ec7nh nh\u00e2n.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/section>\n<section class=\"secBox\">\n<h2 class=\"headLine05\">C\u00e1c V\u00ed D\u1ee5 v\u1ec1 C\u00e1c Ghi Nh\u1eadn (Observation) Trong Thanh Tra GMP Li\u00ean Quan \u0110\u1ebfn T\u00ednh To\u00e0n V\u1eb9n D\u1eef Li\u1ec7u<\/h2>\n<p class=\"text01\">Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, c\u00f3 xu h\u01b0\u1edbng ng\u00e0y c\u00e0ng t\u0103ng c\u00e1c ghi nh\u1eadn li\u00ean quan \u0111\u1ebfn t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u trong c\u00e1c cu\u1ed9c thanh tra GMP. C\u00e1c v\u00ed d\u1ee5 c\u1ee5 th\u1ec3 v\u1ec1 c\u00e1c quan s\u00e1t nh\u01b0 v\u1eady bao g\u1ed3m:<\/p>\n<div class=\"comExtractBox\">\n<h3 class=\"headLine10\">V\u00ed D\u1ee5 v\u1ec1 C\u00e1c Ghi Nh\u1eadn (Observation) Trong Thanh Tra GMP Li\u00ean Quan \u0110\u1ebfn T\u00ednh To\u00e0n V\u1eb9n D\u1eef Li\u1ec7u<\/h3>\n<ul class=\"comNumList\">\n<li><span class=\"num\">1.<\/span><span class=\"txt\"> D\u1eef li\u1ec7u c\u00f3 th\u1ec3 b\u1ecb x\u00f3a ho\u1eb7c s\u1eeda \u0111\u1ed5i b\u1edfi t\u1ea5t c\u1ea3 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<li><span class=\"num\">2.<\/span><span class=\"txt\">Kh\u00f4ng c\u00f3 ch\u1ee9c n\u0103ng ki\u1ec3m tra truy v\u1ebft cho m\u1ed9t s\u1ed1 thi\u1ebft b\u1ecb th\u1eed nghi\u1ec7m.<\/span><\/li>\n<li><span class=\"num\">3.<\/span><span class=\"txt\">Ti\u1ebfn h\u00e0nh th\u1eed nghi\u1ec7m l\u1ea1i m\u1eabu m\u00e0 kh\u00f4ng c\u00f3 l\u00fd do ch\u00ednh \u0111\u00e1ng v\u00e0 m\u1ed9t s\u1ed1 d\u1eef li\u1ec7u th\u1eed nghi\u1ec7m \u0111\u00e3 b\u1ecb x\u00f3a.<\/span><\/li>\n<li><span class=\"num\">4.<\/span><span class=\"txt\">Tr\u01b0\u1edfng ph\u00f2ng th\u1eed nghi\u1ec7m c\u00f3 quy\u1ec1n truy c\u1eadp c\u1ee7a qu\u1ea3n tr\u1ecb vi\u00ean, t\u1ea1o ra kh\u1ea3 n\u0103ng thao t\u00fang k\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m.<\/span><\/li>\n<li><span class=\"num\">5.<\/span><span class=\"txt\">Kh\u00f4ng ti\u1ebfn h\u00e0nh sao l\u01b0u d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span class=\"num\">6.<\/span><span class=\"txt\">C\u00e1c bi\u1ec3u m\u1eabu tr\u1eafng \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh v\u00e0 qu\u1ea3n l\u00fd b\u1edfi c\u00e1c ph\u00f2ng s\u1ea3n xu\u1ea5t v\u00e0 th\u1eed nghi\u1ec7m, t\u1ea1o ra kh\u1ea3 n\u0103ng thay th\u1ebf h\u1ed3 s\u01a1, v.v.<\/span><\/li>\n<\/ul>\n<\/div>\n<div>&nbsp;<\/div>\n<p class=\"wpTag\">\u0110\u1ed1i v\u1edbi vi\u1ec7c qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, c\u1ea7n l\u01b0u \u00fd c\u00e1c \u0111i\u1ec3m sau \u0111\u1ed1i v\u1edbi c\u1ea3 h\u1ed3 s\u01a1 gi\u1ea5y v\u00e0 h\u1ed3 s\u01a1 \u0111i\u1ec7n t\u1eed.<\/p>\n<div class=\"comStepInner\">\n<div class=\"area\">\n<h3 class=\"headLine06\">V\u00ed d\u1ee5 v\u1ec1 c\u00e1c \u0111i\u1ec3m c\u1ea7n l\u01b0u \u00fd <br class=\"sp\">khi qu\u1ea3n l\u00fd d\u1eef li\u1ec7u tr\u00ean gi\u1ea5y<\/h3>\n<div class=\"comImgBox\">\n<div class=\"textBox\">\n<ul class=\"comNumList\">\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">X\u00e1c \u0111\u1ecbnh c\u00e1 nh\u00e2n ng\u01b0\u1eddi v\u1eadn h\u00e0nh<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"> Qu\u1ea3n l\u00fd c\u00e1c v\u1ecb tr\u00ed s\u1eed d\u1ee5ng h\u1ed3 s\u01a1<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">S\u1eed d\u1ee5ng m\u1ef1c in v\u0129nh vi\u1ec5n v\u00e0 ph\u01b0\u01a1ng ph\u00e1p s\u1eeda ch\u1eefa<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd bi\u1ec3u m\u1eabu\/m\u1eabu tr\u1eafng<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"> Ph\u01b0\u01a1ng ph\u00e1p qu\u1ea3n l\u00fd b\u1ea3n sao x\u00e1c th\u1ef1c<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 \u0111\u01b0\u1ee3c in ra t\u1eeb h\u1ec7 th\u1ed1ng \u0111i\u1ec7n t\u1eed<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd \u1ea5n b\u1ea3n v\u00e0 ph\u00e1t h\u00e0nh<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">RXem x\u00e9t v\u00e0 ki\u1ec3m tra l\u1ea1i h\u1ed3 s\u01a1<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"> \u0110i\u1ec1n, t\u00ecm ki\u1ebfm, l\u01b0u tr\u1eef, l\u01b0u tr\u1eef v\u00e0 lo\u1ea1i b\u1ecf h\u1ed3 s\u01a1<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">B\u1ea3o v\u1ec7 h\u1ed3 s\u01a1 kh\u1ecfi th\u1ea3m h\u1ecda, v.v.<\/span><\/li>\n<\/ul><\/div>\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/data_integrity_image01.jpg\" alt=\"Examples of points to note for paper-based data management\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div>&nbsp;<\/div>\n<div>&nbsp;<\/div>\n<div class=\"area\">\n<h3 class=\"headLine06\">V\u00ed d\u1ee5 v\u1ec1 c\u00e1c \u0111i\u1ec3m c\u1ea7n l\u01b0u \u00fd  <br class=\"sp\">khi qu\u1ea3n l\u00fd d\u1eef li\u1ec7u \u0111i\u1ec7n t\u1eed<\/h3>\n<div class=\"comImgBox\">\n<div class=\"textBox\">\n<ul class=\"comNumList\">\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Ch\u1ee9c n\u0103ng ki\u1ec3m tra truy v\u1ebft<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">B\u1ea3o m\u1eadt h\u1ec7 th\u1ed1ng<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u (d\u1eef li\u1ec7u th\u00f4, si\u00eau d\u1eef li\u1ec7u)<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd quy\u1ec1n v\u1eadn h\u00e0nh (ph\u00e2n t\u00e1ch ng\u01b0\u1eddi qu\u1ea3n tr\u1ecb h\u1ec7 th\u1ed1ng v\u00e0 ng\u01b0\u1eddi d\u00f9ng chung, v.v.)<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Quy tr\u00ecnh sao l\u01b0u v\u00e0 l\u01b0u tr\u1eef<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"Th\u1ef1c hi\u1ec7n CSV (Th\u1ea9m \u0111\u1ecbnh h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh) khi tri\u1ec3n khai h\u1ec7 th\u1ed1ng v\u00e0 x\u00e1c minh h\u1ec7 th\u1ed1ng \u0111\u1ecbnh k\u1ef3<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">C\u1eadp nh\u1eadt h\u1ec7 th\u1ed1ng<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n d\u1eef li\u1ec7u<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u \u0111i\u1ec7n t\u1eed \u0111\u1ed9ng<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Ph\u01b0\u01a1ng ph\u00e1p xem x\u00e9t d\u1eef li\u1ec7u<\/span><\/li>\n<\/ul><\/div>\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/data_integrity_image02.jpg\" alt=\"Examples of points to note for electronic data management\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section>\n<section class=\"secBox comBorBox\">\n<h2 class=\"headLine05\">D\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 to\u00e0n v\u1eb9n d\u1eef <br class=\"wpTag\"><br \/>\n\tli\u1ec7u c\u1ee7a CM Plus<\/h2>\n<p class=\"text01\">CM Plus cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 sau cho kh\u00e1ch h\u00e0ng \u0111ang g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c tu\u00e2n th\u1ee7 to\u00e0n v\u1eb9n d\u1eef li\u1ec7u.<\/p>\n<div class=\"comStepInner\">\n<div class=\"area\">\n<h3 class=\"headLine06\"><span class=\"sml\">D\u1ecbch v\u1ee5 1<\/span>H\u1ed9i th\u1ea3o to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/h3>\n<div class=\"comImgBox\">\n<div class=\"textBox\">\n<p class=\"wpTag\">Ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng v\u1ec1 c\u00e1c \u0111i\u1ec3m ch\u00ednh v\u00e0 v\u00ed d\u1ee5 v\u1ec1 c\u00e1c quan s\u00e1t li\u00ean quan \u0111\u1ebfn vi\u1ec7c tu\u00e2n th\u1ee7 to\u00e0n v\u1eb9n d\u1eef li\u1ec7u. Ch\u00fang t\u00f4i c\u0169ng c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh c\u00e1c k\u1ebf ho\u1ea1ch h\u1ed9i th\u1ea3o theo nhu c\u1ea7u v\u00e0 m\u1ed1i quan t\u00e2m c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<\/p><\/div>\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/data_integrity_image03.jpg\" alt=\"Data Integrity Seminar\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div>&nbsp;<\/div>\n<div class=\"area\">\n<h3 class=\"headLine06\"><span class=\"sml\">D\u1ecbch v\u1ee5 2<\/span>T\u01b0 v\u1ea5n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/h3>\n<div class=\"comImgBox\">\n<div class=\"textBox\">\n<p class=\"wpTag\">Ch\u00fang t\u00f4i cung c\u1ea5p d\u1ecbch v\u1ee5 t\u01b0 v\u1ea5n v\u1ec1 c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7n c\u00f3 \u0111\u1ec3 h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng tu\u00e2n th\u1ee7 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u. C\u1ee5 th\u1ec3, ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0:<\/p>\n<ul class=\"comNumList\">\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"> Ph\u00e2n t\u00edch GAP v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u1ea3i ti\u1ebfn cho c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7n c\u00f3 v\u00e0 QMS<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Ti\u1ebfn h\u00e0nh ki\u1ec3m tra gi\u1ea3 \u0111\u1ecbnh \u0111\u1ec3 chu\u1ea9n b\u1ecb cho c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t GMP<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">Ph\u00e2n t\u00edch GAP v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u1ea3i ti\u1ebfn cho c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh hi\u1ec7n c\u00f3<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">T\u01b0 v\u1ea5n v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c ghi nh\u1eadn khi thanh tra<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">H\u1ed7 tr\u1ee3 xem x\u00e9t v\u00e0 so\u1ea1n th\u1ea3o SOP<\/span><\/li>\n<\/ul><\/div>\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/data_integrity_image04.jpg\" alt=\"Data Integrity Consulting\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div>&nbsp;<\/div>\n<div class=\"area\">\n<h3 class=\"headLine06\"><span class=\"sml\">D\u1ecbch v\u1ee5 3<\/span>Tu\u00e2n th\u1ee7 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u v\u00e0 h\u1ed7 tr\u1ee3 CSV trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh<\/h3>\n<div class=\"comImgBox\">\n<div class=\"textBox\">\n<p class=\"wpTag\">Khi tri\u1ec3n khai h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh, c\u1ea7n c\u00e2n nh\u1eafc vi\u1ec7c tri\u1ec3n khai c\u00e1c t\u00ednh n\u0103ng \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u v\u00e0 ti\u1ebfn h\u00e0nh CSV. Ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c h\u1ed7 tr\u1ee3 sau cho c\u00e1c d\u1ef1 \u00e1n tri\u1ec3n khai h\u1ec7 th\u1ed1ng c\u1ee7a b\u1ea1n:<\/p>\n<ul class=\"comNumList\">\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\"> H\u1ed7 tr\u1ee3 so\u1ea1n th\u1ea3o t\u00e0i li\u1ec7u li\u00ean quan \u0111\u1ebfn CSV cho c\u00e1c h\u1ec7 th\u1ed1ng m\u1edbi<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">H\u1ed7 tr\u1ee3 so\u1ea1n th\u1ea3o URS, bao g\u1ed3m c\u00e1c y\u00eau c\u1ea7u v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">H\u1ed7 tr\u1ee3 so\u1ea1n th\u1ea3o \u0111\u00e1nh gi\u00e1 r\u1ee7i ro li\u00ean quan \u0111\u1ebfn t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/span><\/li>\n<li><span class=\"num\">\u30fb<\/span><span class=\"txt\">H\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n cho c\u00e1c d\u1ef1 \u00e1n tri\u1ec3n khai h\u1ec7 th\u1ed1ng<\/span><\/li>\n<\/ul><\/div>\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/data_integrity_image05.jpg\" alt=\"Data Integrity Compliance and CSV Support During Computer System Implementation\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div>&nbsp;<\/div>\n<div><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/Dot_2.png\" width=\"3%\" height=\"\" alt=\"\"><\/div>\n<div><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/Dot_2.png\" width=\"3%\" height=\"\" alt=\"\"><\/div>\n<div><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/uploads\/2024\/09\/Dot_2.png\" width=\"3%\" height=\"\" alt=\"\"><\/div>\n<div class=\"arrow\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/themes\/cmplus\/image\/common\/arrow06.webp\" alt=\"\"><\/div>\n<div class=\"area pink\">\n<div class=\"ttlBox\">\n<div class=\"mark\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/themes\/cmplus\/image\/common\/icon_img07.webp\" alt=\"Feel Free to Contact CM Plus\"><\/div>\n<h3 class=\"headLine06\">Vui l\u00f2ng li\u00ean h\u1ec7 v\u1edbi CM Plus<\/h3>\n<\/p><\/div>\n<p class=\"wpTag\">CM Plus c\u00f3 c\u00e1c chuy\u00ean gia t\u01b0 v\u1ea5n t\u1eeb nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau c\u00f3 th\u1ec3 t\u00f9y ch\u1ec9nh c\u00e1c d\u1ecbch v\u1ee5 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a b\u1ea1n. Vui l\u00f2ng li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i.<\/p>\n<div class=\"comApplyLink\"><a href=\"https:\/\/cm-plus.co.jp\/vn\/contact_us\/\"><span class=\"sub\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/themes\/cmplus\/image\/common\/icon-mail.webp\" width=\"20\" alt=\"Click here to contact us.\">LI\u00caN H\u1ec6<\/span><\/a><\/div>\n<\/p><\/div>\n<\/div>\n<\/section>\n<section class=\"comBorBox comBorBox02\">\n<h2 class=\"headLine04\">N\u1ed9i dung li\u00ean quan<\/h2>\n<ul class=\"comLinkList\">\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/portfolio\/project_details\/\"><br \/>\n<span class=\"photo\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/themes\/cmplus\/image\/common\/photo05.webp\" alt=\"D\u1ef1 \u00e1n\" \/><\/span><br \/>\n<span class=\"subSpan\">D\u1ef1 \u00e1n<\/span><br \/>\n<\/a><\/li>\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/about_cm_plus\/record\/\"><br \/>\n<span class=\"photo\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/themes\/cmplus\/image\/common\/photo06.webp\" alt=\"Performance by Numbers\" \/><\/span><br \/>\n<span class=\"subSpan\">Th\u00e0nh t\u1ef1u qua c\u00e1c con s\u1ed1<\/span><br \/>\n<\/a><\/li>\n<\/ul>\n<\/section>\n<section class=\"validation\">\n<h2 class=\"headLine04\">Th\u00f4ng tin h\u1eefu \u00edch<\/h2>\n<p class=\"wpTag\">Vui l\u00f2ng tham kh\u1ea3o trang web ph\u1ed5 bi\u1ebfn th\u00f4ng tin c\u1ee7a ch\u00fang t\u00f4i \u201cGMP Platform\u201d \u0111\u1ec3 bi\u1ebft c\u00e1c b\u00e0i vi\u1ebft li\u00ean quan.<\/p>\n<div class=\"subValidation\">\n<div class=\"comImgBox validationImgBox\">\n<div class=\"photoBox\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/wp-content\/themes\/cmplus\/image\/common\/photo13.webp\" alt=\"New WHO Guidance on Data Integrity\"><\/div>\n<div class=\"textBox\">\n<h4 class=\"headLine07\">H\u01b0\u1edbng d\u1eabn m\u1edbi c\u1ee7a WHO v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/h4>\n<p class=\"wpTag\">C\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u00e0m gi\u1ea3 v\u00e0 ch\u1ebf t\u1ea1o d\u1eef li\u1ec7u, \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed1i quan t\u00e2m to\u00e0n c\u1ea7u. S\u1ed1 l\u01b0\u1ee3ng tr\u00edch d\u1eabn v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u trong c\u00e1c th\u01b0 c\u1ea3nh b\u00e1o c\u1ee7a FDA \u0111\u00e3 t\u0103ng l\u00ean.<br \/>\n<br class=\"wpTag\"><br \/>\n\t\t\t\tM\u1eb7c d\u00f9 th\u01b0\u1eddng \u0111\u01b0\u1ee3c d\u1ecbch l\u00e0 \u201ct\u00ednh ho\u00e0n ch\u1ec9nh c\u1ee7a d\u1eef li\u1ec7u\u201d, t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m l\u1edbn nh\u01b0 b\u1ea1n ngh\u0129. N\u00f3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c y\u00eau c\u1ea7u c\u01a1 b\u1ea3n m\u00e0 c\u00e1c c\u00e1 nh\u00e2n v\u00e0 h\u1ec7 th\u1ed1ng li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u1ea1o d\u1eef li\u1ec7u ph\u1ea3i tu\u00e2n th\u1ee7 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng t\u00e1i t\u1ea1o d\u1eef li\u1ec7u v\u00e0 l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a Th\u1ef1c h\u00e0nh s\u1ea3n xu\u1ea5t t\u1ed1t (GMP). M\u1eb7c d\u00f9 kh\u00f4ng ph\u1ea3i l\u00e0 y\u00eau c\u1ea7u m\u1edbi c\u1ee7a GMP, nh\u01b0ng s\u1ef1 gia t\u0103ng ph\u1ed5 bi\u1ebfn c\u1ee7a c\u00e1c v\u1ea5n \u0111\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u00e3 d\u1eabn \u0111\u1ebfn vi\u1ec7c c\u00f4ng b\u1ed1 c\u00e1c h\u01b0\u1edbng d\u1eabn v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u c\u1ee7a nhi\u1ec1u t\u1ed5 ch\u1ee9c qu\u1ed1c t\u1ebf. V\u00ed d\u1ee5\u2026<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comLinkP02\"><a href=\"https:\/\/www.gmp-platform.com\/article_detail.html?id=16469\" target=\"_blank\" rel=\"noopener noreferrer\">H\u01b0\u1edbng d\u1eabn m\u1edbi c\u1ee7a WHO v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u<\/a><\/div>\n<\/div>\n<\/section>\n<section class=\"comOtherBox comOtherBox02\">\n<h2 class=\"headLine04\">D\u1ecbch v\u1ee5 kh\u00e1c<\/h2>\n<ul class=\"comLinkList\">\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/service\/engineering\/\"><br \/>\n<span class=\"photo\"><img decoding=\"async\" src=\"https:\/\/cm-plus.co.jp\/vn\/wp-content\/themes\/cmplus\/image\/common\/photo01.webp\" alt=\"Engineering, Project Management\"><\/span><br \/>\n<span class=\"subSpan\">T\u01b0 v\u1ea5n k\u1ef9 thu\u1eadt, Qu\u1ea3n l\u00fd D\u1ef1 \u00e1n<\/span><br \/>\n<\/a><\/li>\n<li><a href=\"https:\/\/cm-plus.co.jp\/vn\/service\/support_for_training\/\"><br \/>\n<span class=\"photo\"><img 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N\u0103ng L\u01b0\u1ee3ng theo Ph\u01b0\u01a1ng Ph\u00e1p \u201cCMP Way\u201d<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/aside><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Trang ch\u1ee7\/ D\u1ecbch v\u1ee5\/ T\u01b0 v\u1ea5n\/ T\u01b0 v\u1ea5n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u (DI) T\u01b0 v\u1ea5nT\u01b0 v\u1ea5n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u (DI) T\u00ed [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":155,"menu_order":57,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"keywords":[11],"class_list":["post-5633","page","type-page","status-publish","hentry","keywords-gmpgdp"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Contamination Control Strategy(CCS) Consulting\uff5cCM Plus<\/title>\n<meta name=\"description\" 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