{"id":5363,"date":"2026-07-29T19:53:52","date_gmt":"2026-07-29T10:53:52","guid":{"rendered":"https:\/\/smilesoftware.org\/?p=5363"},"modified":"2026-07-29T19:53:54","modified_gmt":"2026-07-29T10:53:54","slug":"%e5%88%86%e6%95%a3%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e5%8f%af%e8%a6%96%e5%8c%96%e3%81%97%e3%80%81%e6%84%8f%e6%80%9d%e6%b1%ba%e5%ae%9a%e3%82%92%e6%94%af%e3%81%88%e3%82%8bbi%e3%83%80%e3%83%83%e3%82%b7","status":"publish","type":"post","link":"https:\/\/smilesoftware.org\/vn\/%E5%88%86%E6%95%A3%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E5%8F%AF%E8%A6%96%E5%8C%96%E3%81%97%E6%84%8F%E6%80%9D%E6%B1%BA%E5%AE%9A%E3%82%92%E6%94%AF%E3%81%88%E3%82%8Bbi%E3%83%80%E3%83%83%E3%82%B7\/","title":{"rendered":"X\u00e2y d\u1ef1ng dashboard BI tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh"},"content":{"rendered":"<div class=\"wp-block-group smile-post-content\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><header class=\"smile-article-header\"><div><span class=\"smile-category-pill\">Project<\/span><span class=\"smile-date\"><\/span><\/div><h1 class=\"smile-article-title\">X\u00e2y d\u1ef1ng dashboard BI tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh<\/h1><p class=\"smile-excerpt\"><\/p><\/header>\n\n\n<div class=\"wp-block-group ticss-101ad029 has-text-color has-link-color wp-elements-47a60b31b9e7bd9a4d907ccb88321fb5\" style=\"color:#475569;padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);font-size:17px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>T\u1ea1i m\u1ed9t doanh nghi\u1ec7p, th\u00f4ng tin v\u1ec1 doanh thu, b\u00e1n h\u00e0ng, t\u1ed3n kho, k\u1ebf to\u00e1n v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c b\u1ecb ph\u00e2n t\u00e1n tr\u00ean nhi\u1ec1u h\u1ec7 th\u1ed1ng v\u00e0 file Excel, khi\u1ebfn nh\u00e2n s\u1ef1 ph\u1ea3i t\u1ed5ng h\u1ee3p th\u1ee7 c\u00f4ng m\u1ed7i khi c\u1ea7n ki\u1ec3m tra s\u1ed1 li\u1ec7u. Kh\u00f4ng ch\u1ec9 m\u1ea5t nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 l\u1eadp t\u00e0i li\u1ec7u b\u00e1o c\u00e1o, vi\u1ec7c m\u1ed7i b\u1ed9 ph\u1eadn tham chi\u1ebfu c\u00e1c con s\u1ed1 v\u00e0 th\u1eddi \u0111i\u1ec3m c\u1eadp nh\u1eadt kh\u00e1c nhau c\u0169ng d\u1ec5 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p>SMILE ph\u1ee5 tr\u00e1ch to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh t\u1eeb t\u1ed5 ch\u1ee9c v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n, thi\u1ebft k\u1ebf KPI, x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u \u0111\u1ebfn thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n dashboard BI, nh\u1eb1m x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng dashboard ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau qu\u1ea3n l\u00fd c\u1ee7a doanh nghi\u1ec7p. D\u1ef1 \u00e1n n\u00e0y \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u nh\u01b0 m\u1ed9t v\u00ed d\u1ee5 v\u1ec1 ph\u00e1t tri\u1ec3n dashboard BI h\u01b0\u1edbng \u0111\u1ebfn kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1ee7 \u0111\u1ec1:<\/strong> BI \/ Analytics \/ Dashboard<\/li>\n\n\n\n<li><strong>Th\u00e1ch th\u1ee9c:<\/strong> D\u1eef li\u1ec7u ph\u00e2n t\u00e1n, t\u1ed1n c\u00f4ng t\u1ed5ng h\u1ee3p b\u1eb1ng Excel, quy tr\u00ecnh l\u1eadp b\u00e1o c\u00e1o ph\u1ee5 thu\u1ed9c v\u00e0o t\u1eebng c\u00e1 nh\u00e2n<\/li>\n\n\n\n<li><strong>Ph\u1ea1m vi SMILE h\u1ed7 tr\u1ee3:<\/strong> Ph\u00e2n t\u00edch ngu\u1ed3n d\u1eef li\u1ec7u, thi\u1ebft k\u1ebf KPI \/ data model, ETL, API, dashboard, b\u1ed9 l\u1ecdc, ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp<\/li>\n\n\n\n<li><strong>C\u1ea5u tr\u00fac c\u00f4ng ngh\u1ec7:<\/strong> React, ECharts, Python FastAPI, PostgreSQL, AWS<\/li>\n\n\n\n<li><strong>Th\u1eddi gian:<\/strong> 3 th\u00e1ng<\/li>\n\n\n\n<li><strong>\u0110\u1ed9i ng\u0169:<\/strong> 4 ng\u01b0\u1eddi \/ 10MM<\/li>\n\n\n\n<li><strong>Quy m\u00f4 d\u1ef1 ki\u1ebfn:<\/strong> 3 ngu\u1ed3n d\u1eef li\u1ec7u, 15 KPI, 1 dashboard d\u00e0nh cho qu\u1ea3n l\u00fd<\/li>\n\n\n\n<li><strong>Gi\u00e1 tr\u1ecb k\u1ef3 v\u1ecdng:<\/strong> Gi\u1ea3m t\u1ea3i c\u00f4ng vi\u1ec7c l\u1eadp b\u00e1o c\u00e1o, n\u00e2ng cao t\u00ednh minh b\u1ea1ch c\u1ee7a d\u1eef li\u1ec7u, \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<nav class=\"smile-toc\" aria-label=\"M\u1ee5c l\u1ee5c\"><h2 class=\"smile-toc__title\">M\u1ee5c l\u1ee5c<\/h2><div class=\"smile-toc__grid\"><a class=\"smile-toc__item\" href=\"#section-1\"><b class=\"smile-toc__number\">01<\/b><span class=\"smile-toc__label\">Th\u00e1ch th\u1ee9c c\u1ee7a kh\u00e1ch h\u00e0ng<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-2\"><b class=\"smile-toc__number\">02<\/b><span class=\"smile-toc__label\">M\u1ee5c ti\u00eau c\u1ee7a d\u1ef1 \u00e1n<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-3\"><b class=\"smile-toc__number\">03<\/b><span class=\"smile-toc__label\">Ph\u1ea1m vi h\u1ed7 tr\u1ee3 c\u1ee7a SMILE<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-4\"><b class=\"smile-toc__number\">04<\/b><span class=\"smile-toc__label\">C\u00e1c \u0111i\u1ec3m tr\u1ecdng t\u00e2m trong ph\u00e1t tri\u1ec3n v\u00e0 c\u1ea3i ti\u1ebfn<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-5\"><b class=\"smile-toc__number\">05<\/b><span class=\"smile-toc__label\">C\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-6\"><b class=\"smile-toc__number\">06<\/b><span class=\"smile-toc__label\">Nh\u1eefng th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 c\u00e1ch x\u1eed l\u00fd<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-7\"><b class=\"smile-toc__number\">07<\/b><span class=\"smile-toc__label\">Hi\u1ec7u qu\u1ea3 tri\u1ec3n khai<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-8\"><b class=\"smile-toc__number\">08<\/b><span class=\"smile-toc__label\">Nh\u1eefng \u0111i\u1ec3m ch\u00ednh trong m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n offshore<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-9\"><b class=\"smile-toc__number\">09<\/b><span class=\"smile-toc__label\">K\u1ebft lu\u1eadn<\/span><\/a><\/div><\/nav>\n\n\n<div id=\"section-1\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">01<\/div><h2 class=\"smile-section__title\">Th\u00e1ch th\u1ee9c c\u1ee7a kh\u00e1ch h\u00e0ng<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">Kh\u00e1ch h\u00e0ng qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho ho\u1ea1t \u0111\u1ed9ng nghi\u1ec7p v\u1ee5 tr\u00ean nhi\u1ec1u h\u1ec7 th\u1ed1ng v\u00e0 file Excel, n\u00ean m\u1ed7i khi c\u1ea7n n\u1eafm b\u1eaft t\u00ecnh h\u00ecnh qu\u1ea3n tr\u1ecb ho\u1eb7c ho\u1ea1t \u0111\u1ed9ng t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng \u0111\u1ec1u ph\u1ea3i th\u1ef1c hi\u1ec7n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u. Khi m\u1ed7i ng\u01b0\u1eddi ph\u1ee5 tr\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p t\u1ed5ng h\u1ee3p kh\u00e1c nhau, d\u00f9 c\u00f9ng xem x\u00e9t m\u1ed9t ch\u1ee7 \u0111\u1ec1, \u00fd ngh\u0129a c\u1ee7a s\u1ed1 li\u1ec7u v\u00e0 k\u1ef3 d\u1eef li\u1ec7u c\u0169ng kh\u00f4ng th\u1ed1ng nh\u1ea5t, l\u00e0m ph\u00e1t sinh nhi\u1ec1u th\u1eddi gian cho vi\u1ec7c ki\u1ec3m tra v\u00e0 \u0111i\u1ec1u ch\u1ec9nh.<\/p>\n\n\n\n<p style=\"font-size:16px\">Khi b\u00e1o c\u00e1o ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u1ee7 c\u00f4ng, t\u1ea7n su\u1ea5t c\u1eadp nh\u1eadt s\u1ebd gi\u1ea3m v\u00e0 vi\u1ec7c n\u1eafm b\u1eaft t\u00ecnh h\u00ecnh m\u1edbi nh\u1ea5t \u0111\u00fang th\u1eddi \u0111i\u1ec3m c\u1ea7n thi\u1ebft tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n. \u0110\u1eb7c bi\u1ec7t, v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 tr\u1ea3i r\u1ed9ng tr\u00ean nhi\u1ec1u b\u1ed9 ph\u1eadn nh\u01b0 doanh thu, kinh doanh, t\u1ed3n kho v\u00e0 k\u1ebf to\u00e1n, vi\u1ec7c kh\u00f4ng th\u1ec3 xem t\u1ed5ng h\u1ee3p tr\u00ean m\u1ed9t m\u00e0n h\u00ecnh \u0111\u00e3 c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn ch\u1eadm tr\u1ec5 trong ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p style=\"font-size:16px\">Do \u0111\u00f3, y\u00eau c\u1ea7u \u0111\u1eb7t ra kh\u00f4ng ph\u1ea3i ch\u1ec9 l\u00e0 t\u0103ng th\u00eam s\u1ed1 l\u01b0\u1ee3ng bi\u1ec3u \u0111\u1ed3, m\u00e0 l\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t c\u01a1 ch\u1ebf s\u1eafp x\u1ebfp d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 cho ph\u00e9p theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 c\u1ea7n thi\u1ebft cho c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd theo c\u00f9ng m\u1ed9t ti\u00eau chu\u1ea9n.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-2\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">02<\/div><h2 class=\"smile-section__title\">M\u1ee5c ti\u00eau c\u1ee7a d\u1ef1 \u00e1n<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">M\u1ee5c ti\u00eau c\u1ee7a d\u1ef1 \u00e1n n\u00e0y l\u00e0 s\u1eafp x\u1ebfp v\u00e0 chu\u1ea9n h\u00f3a th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng m\u00f4i tr\u01b0\u1eddng dashboard cho ph\u00e9p theo d\u00f5i t\u1eadp trung c\u00e1c KPI c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n<p style=\"font-size:16px\">\u0110\u1ed3ng th\u1eddi, m\u1ee5c ti\u00eau l\u00e0 gi\u1ea3m t\u1ea3i vi\u1ec7c l\u1eadp b\u00e1o c\u00e1o th\u1ee7 c\u00f4ng v\u00e0 th\u1ed1ng nh\u1ea5t c\u00e1ch nh\u00ecn c\u0169ng nh\u01b0 ti\u00eau chu\u1ea9n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn, qua \u0111\u00f3 x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng th\u00f4ng tin gi\u00fap ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n v\u00e0 d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-3\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">03<\/div><h2 class=\"smile-section__title\">Ph\u1ea1m vi h\u1ed7 tr\u1ee3 c\u1ee7a SMILE<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">SMILE ph\u1ee5 tr\u00e1ch to\u00e0n b\u1ed9 c\u00e1c h\u1ea1ng m\u1ee5c t\u1eeb x\u00e1c minh ngu\u1ed3n d\u1eef li\u1ec7u m\u1ee5c ti\u00eau, thi\u1ebft k\u1ebf KPI, t\u1ed5 ch\u1ee9c data model, x\u00e2y d\u1ef1ng ETL job, tri\u1ec3n khai API, ph\u00e1t tri\u1ec3n giao di\u1ec7n dashboard, thi\u1ebft k\u1ebf b\u1ed9 l\u1ecdc \u0111\u1ebfn tri\u1ec3n khai ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp.<\/p>\n\n\n\n<p style=\"font-size:16px\">Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c thi\u1ebft k\u1ebf giao di\u1ec7n, ch\u00fang t\u00f4i c\u00f2n x\u00e1c \u0111\u1ecbnh r\u00f5 c\u1ea7n theo d\u00f5i ch\u1ec9 s\u1ed1 n\u00e0o v\u00e0 nh\u1eb1m m\u1ee5c \u0111\u00edch g\u00ec, t\u1eeb \u0111\u00f3 t\u00e1i c\u1ea5u tr\u00fac th\u00f4ng tin theo c\u00e1ch d\u1ec5 s\u1eed d\u1ee5ng cho ban qu\u1ea3n l\u00fd v\u00e0 t\u1eebng ph\u00f2ng ban.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-4\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">04<\/div><h2 class=\"smile-section__title\">C\u00e1c \u0111i\u1ec3m tr\u1ecdng t\u00e2m trong ph\u00e1t tri\u1ec3n v\u00e0 c\u1ea3i ti\u1ebfn<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">\u0110i\u1ec3m quan tr\u1ecdng trong d\u1ef1 \u00e1n l\u1ea7n n\u00e0y kh\u00f4ng ph\u1ea3i l\u00e0 t\u1ea1o ra m\u1ed9t dashboard \u0111\u1eb9p m\u1eaft, m\u00e0 l\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u ph\u00e2n t\u00e1n th\u00e0nh d\u1ea1ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng cho c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd. N\u1ebfu ch\u1ec9 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u khi \u0111\u1ecbnh d\u1ea1ng g\u1ed1c v\u00e0 th\u1eddi \u0111i\u1ec3m c\u1eadp nh\u1eadt v\u1eabn kh\u00e1c nhau, \u0111\u1ed9i ng\u0169 v\u1eadn h\u00e0nh s\u1ebd kh\u00f3 khai th\u00e1c hi\u1ec7u qu\u1ea3 trong th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p style=\"font-size:16px\">V\u00ec v\u1eady, SMILE tr\u01b0\u1edbc h\u1ebft \u0111\u00e3 r\u00e0 so\u00e1t \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a t\u1eebng ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh r\u00f5 nh\u1eefng ch\u1ec9 s\u1ed1 c\u1ea7n \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd theo ti\u00eau chu\u1ea9n chung. Tr\u00ean c\u01a1 s\u1edf \u0111\u00f3, SMILE thi\u1ebft k\u1ebf \u0111\u1ecbnh ngh\u0129a cho t\u1eebng KPI, \u0111\u01a1n v\u1ecb t\u1ed5ng h\u1ee3p c\u1ea7n thi\u1ebft, nh\u00f3m ng\u01b0\u1eddi xem v\u00e0 \u0111i\u1ec1u ki\u1ec7n l\u1ecdc, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng c\u1ea5u tr\u00fac gi\u00fap ng\u01b0\u1eddi d\u00f9ng nhanh ch\u00f3ng truy c\u1eadp \u0111\u00fang th\u00f4ng tin c\u1ea7n thi\u1ebft cho c\u00f4ng vi\u1ec7c.<\/p>\n\n\n\n<p style=\"font-size:16px\">B\u00ean c\u1ea1nh \u0111\u00f3, dashboard \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf kh\u00f4ng ch\u1ec9 cho m\u1ed9t nh\u00f3m ph\u1ee5 tr\u00e1ch nh\u1ea5t \u0111\u1ecbnh m\u00e0 c\u00f2n cho nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng v\u1edbi vai tr\u00f2 kh\u00e1c nhau. V\u00ec v\u1eady, ch\u00fang t\u00f4i ch\u00fa tr\u1ecdng ph\u00e2n t\u00e1ch th\u00f4ng tin hi\u1ec3n th\u1ecb theo quy\u1ec1n truy c\u1eadp. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap d\u1ec5 d\u00e0ng x\u1eed l\u00fd c\u1ea3 b\u1ee9c tranh t\u1ed5ng th\u1ec3 c\u1ea7n thi\u1ebft cho quy\u1ebft \u0111\u1ecbnh qu\u1ea3n tr\u1ecb l\u1eabn c\u00e1c th\u00f4ng tin chi ti\u1ebft m\u00e0 \u0111\u1ed9i ng\u0169 hi\u1ec7n tr\u01b0\u1eddng c\u1ea7n theo d\u00f5i.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-5\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">05<\/div><h2 class=\"smile-section__title\">C\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng<\/h2><\/div>\n\n<div class=\"smile-evidence-panels\"><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--quality\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M16 34 28 46 50 18\"\/><path d=\"M14 14h28\"\/><path d=\"M14 24h18\"\/><path d=\"M14 50h36\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Frontend<\/h3><p>Ch\u00fang t\u00f4i x\u00e2y d\u1ef1ng dashboard web b\u1eb1ng React v\u00e0 ECharts, d\u1ec5 d\u00e0ng \u0111\u00e1p \u1ee9ng c\u00e1c nhu c\u1ea7u nh\u01b0 hi\u1ec3n th\u1ecb danh s\u00e1ch KPI, v\u1ebd bi\u1ec3u \u0111\u1ed3, ch\u1ec9 \u0111\u1ecbnh kho\u1ea3ng th\u1eddi gian v\u00e0 l\u1ecdc theo \u0111i\u1ec1u ki\u1ec7n.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--document\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M18 8h20l10 10v38H18z\"\/><path d=\"M38 8v12h10\"\/><path d=\"M24 32h18\"\/><path d=\"M24 42h18\"\/><path d=\"M24 22h8\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Backend<\/h3><p>Ch\u00fang t\u00f4i tri\u1ec3n khai API cho dashboard v\u00e0 quy tr\u00ecnh li\u00ean k\u1ebft d\u1eef li\u1ec7u b\u1eb1ng Python FastAPI, cung c\u1ea5p k\u1ebft qu\u1ea3 t\u1ed5ng h\u1ee3p t\u1eeb nhi\u1ec1u ngu\u1ed3n theo h\u00ecnh th\u1ee9c d\u1ec5 tra c\u1ee9u.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--energy\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M30 6 14 36h15l-5 22 20-34H29z\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">C\u01a1 s\u1edf d\u1eef li\u1ec7u<\/h3><p>Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng PostgreSQL, \u0111\u1ed3ng th\u1eddi chu\u1ea9n h\u00f3a c\u1ea5u tr\u00fac d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho vi\u1ec7c tham chi\u1ebfu KPI v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u theo c\u00e1ch thu\u1eadn ti\u1ec7n cho t\u1ed5ng h\u1ee3p, ph\u00e2n t\u00edch.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--automation\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M32 12v8\"\/><path d=\"M32 44v8\"\/><path d=\"M12 32h8\"\/><path d=\"M44 32h8\"\/><circle cx=\"32\" cy=\"32\" r=\"12\"\/><path d=\"m24 24 16 16\"\/><path d=\"m40 24-16 16\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Cloud<\/h3><p>Tr\u00ean n\u1ec1n t\u1ea3ng AWS, ch\u00fang t\u00f4i thi\u1ebft k\u1ebf c\u1ea5u h\u00ecnh gi\u00fap v\u1eadn h\u00e0nh dashboard, API v\u00e0 c\u00e1c t\u00e1c v\u1ee5 t\u1ed5ng h\u1ee3p \u0111\u1ecbnh k\u1ef3 m\u1ed9t c\u00e1ch thu\u1eadn ti\u1ec7n.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--data\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M12 18c0-5 9-9 20-9s20 4 20 9-9 9-20 9-20-4-20-9z\"\/><path d=\"M12 18v14c0 5 9 9 20 9s20-4 20-9V18\"\/><path d=\"M12 32v14c0 5 9 9 20 9s20-4 20-9V32\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Kh\u00e1c<\/h3><p>Ch\u00fang t\u00f4i k\u1ebft h\u1ee3p ETL \/ ELT, Excel import v\u00e0 scheduled aggregation \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u1ea5u h\u00ecnh c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u v\u1eadn h\u00e0nh hi\u1ec7n c\u00f3 v\u00e0 chuy\u1ec3n h\u00f3a th\u00e0nh c\u00e1c n\u1ed9i dung tr\u1ef1c quan h\u00f3a.<\/p><\/div><\/article><\/div><\/div><\/div>\n\n\n\n<div id=\"section-6\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">06<\/div><h2 class=\"smile-section__title\">Nh\u1eefng th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 c\u00e1ch x\u1eed l\u00fd<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">\u0110i\u1ec3m kh\u00f3 c\u1ee7a d\u1ef1 \u00e1n l\u00e0 kh\u00f4ng ch\u1ec9 hi\u1ec3n th\u1ecb nguy\u00ean tr\u1ea1ng th\u00f4ng tin n\u1eb1m r\u1ea3i r\u00e1c tr\u00ean nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u, m\u00e0 ph\u1ea3i s\u1eafp x\u1ebfp ch\u00fang th\u00e0nh c\u00e1c ch\u1ec9 s\u1ed1 c\u00f3 th\u1ec3 so s\u00e1nh tr\u00ean c\u00f9ng m\u1ed9t \u00fd ngh\u0129a. Khi \u0111\u1ecbnh d\u1ea1ng v\u00e0 m\u1ee9c \u0111\u1ed9 chi ti\u1ebft c\u1ee7a d\u1eef li\u1ec7u g\u1ed1c kh\u00e1c nhau, nh\u1eefng con s\u1ed1 nh\u00ecn qua c\u00f3 v\u1ebb t\u01b0\u01a1ng \u0111\u1ed3ng v\u1eabn c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eadn \u0111\u1ecbnh sai n\u1ebfu \u0111i\u1ec1u ki\u1ec7n t\u1ed5ng h\u1ee3p kh\u00f4ng th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n\n<p style=\"font-size:16px\">Ngo\u00e0i ra, do m\u1ed7i nh\u00f3m ng\u01b0\u1eddi d\u00f9ng c\u1ea7n xem c\u00e1c lo\u1ea1i th\u00f4ng tin kh\u00e1c nhau tr\u00ean dashboard, vi\u1ec7c ph\u00e2n t\u00e1ch gi\u1eefa c\u00e1c ch\u1ec9 s\u1ed1 t\u1ed5ng quan d\u00e0nh cho ban l\u00e3nh \u0111\u1ea1o v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 chi ti\u1ebft d\u00e0nh cho ph\u1ee5 tr\u00e1ch vi\u00ean t\u1eebng b\u1ed9 ph\u1eadn c\u0169ng l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng. N\u1ebfu \u0111\u01b0a v\u00e0o qu\u00e1 nhi\u1ec1u th\u00f4ng tin, dashboard s\u1ebd kh\u00f3 s\u1eed d\u1ee5ng; ng\u01b0\u1ee3c l\u1ea1i, n\u1ebfu tinh gi\u1ea3n qu\u00e1 m\u1ee9c, th\u00f4ng tin s\u1ebd kh\u00f4ng \u0111\u1ee7 cho c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<p style=\"font-size:16px\">T\u1ea1i SMILE, ch\u00fang t\u00f4i tr\u01b0\u1edbc ti\u00ean s\u1eafp x\u1ebfp d\u1eef li\u1ec7u m\u1ee5c ti\u00eau v\u00e0 \u0111\u1ecbnh ngh\u0129a KPI, l\u00e0m r\u00f5 \u0111\u01a1n v\u1ecb t\u1ed5ng h\u1ee3p c\u1ea7n thi\u1ebft c\u0169ng nh\u01b0 g\u00f3c nh\u00ecn c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, sau \u0111\u00f3 m\u1edbi thi\u1ebft k\u1ebf b\u1ed9 l\u1ecdc v\u00e0 quy\u1ec1n truy c\u1eadp. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y h\u01b0\u1edbng t\u1edbi m\u1ed9t c\u1ea5u tr\u00fac dashboard c\u00f3 th\u1ec3 ph\u1ee5c v\u1ee5 quy\u1ebft \u0111\u1ecbnh qu\u1ea3n tr\u1ecb, thay v\u00ec ch\u1ec9 l\u00e0 t\u1eadp h\u1ee3p c\u00e1c bi\u1ec3u \u0111\u1ed3 \u0111\u01a1n thu\u1ea7n.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-7\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">07<\/div><h2 class=\"smile-section__title\">Hi\u1ec7u qu\u1ea3 tri\u1ec3n khai<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">Trong d\u1ef1 \u00e1n n\u00e0y, ch\u00fang t\u00f4i \u0111\u00e3 gi\u1ea3m b\u1edbt g\u00e1nh n\u1eb7ng khi ph\u1ea3i chuy\u1ec3n qua l\u1ea1i gi\u1eefa nhi\u1ec1u t\u1ec7p v\u00e0 h\u1ec7 th\u1ed1ng \u0111\u1ec3 l\u1eadp b\u00e1o c\u00e1o, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng m\u00f4i tr\u01b0\u1eddng gi\u00fap d\u1ec5 d\u00e0ng theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 c\u1ea7n thi\u1ebft tr\u00ean m\u1ed9t m\u00e0n h\u00ecnh duy nh\u1ea5t. Nh\u1edd t\u1ef1 \u0111\u1ed9ng t\u1ed5ng h\u1ee3p v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, c\u00e1c th\u00f4ng tin v\u1ed1n ph\u00e2n t\u00e1n \u0111\u01b0\u1ee3c t\u1eadp h\u1ee3p l\u1ea1i \u0111\u1ec3 d\u1ec5 n\u1eafm b\u1eaft h\u01a1n, qua \u0111\u00f3 k\u1ef3 v\u1ecdng gi\u1ea3m c\u00f4ng s\u1ee9c l\u1eadp b\u00e1o c\u00e1o v\u00e0 n\u00e2ng cao t\u1ed1c \u0111\u1ed9 ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p style=\"font-size:16px\">Ngo\u00e0i ra, vi\u1ec7c chu\u1ea9n h\u00f3a \u0111\u1ecbnh ngh\u0129a KPI v\u00e0 ti\u00eau chu\u1ea9n hi\u1ec3n th\u1ecb gi\u00fap gi\u1ea3m s\u1ef1 kh\u00e1c bi\u1ec7t trong c\u00e1ch di\u1ec5n gi\u1ea3i s\u1ed1 li\u1ec7u gi\u1eefa c\u00e1c ph\u1ee5 tr\u00e1ch vi\u00ean, \u0111\u1ed3ng th\u1eddi t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 c\u00e1c b\u1ed9 ph\u1eadn trao \u0111\u1ed5i tr\u00ean c\u00f9ng m\u1ed9t c\u01a1 s\u1edf chung. \u0110\u00e2y c\u0169ng l\u00e0 m\u1ed9t gi\u00e1 tr\u1ecb r\u1ea5t quan tr\u1ecdng.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-8\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">08<\/div><h2 class=\"smile-section__title\">Nh\u1eefng \u0111i\u1ec3m ch\u00ednh trong m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n offshore<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">Trong c\u00e1c d\u1ef1 \u00e1n BI dashboard, \u0111i\u1ec1u quan tr\u1ecdng kh\u00f4ng ch\u1ec9 l\u00e0 tri\u1ec3n khai giao di\u1ec7n, m\u00e0 c\u00f2n l\u00e0 \u0111\u1ecbnh ngh\u0129a ch\u1ec9 s\u1ed1, hi\u1ec3u c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 l\u00e0m r\u00f5 y\u00eau c\u1ea7u xem d\u1eef li\u1ec7u theo t\u1eebng nh\u00f3m ng\u01b0\u1eddi d\u00f9ng. T\u1ea1i SMILE, \u0111\u1ed9i ng\u0169 Nh\u1eadt B\u1ea3n v\u00e0 Vi\u1ec7t Nam ph\u1ed1i h\u1ee3p \u0111\u1ec3 th\u1ed1ng nh\u1ea5t n\u1ed9i dung c\u1ea7n hi\u1ec3n th\u1ecb, m\u1ee9c \u0111\u1ed9 chi ti\u1ebft c\u1ea7n t\u1ed5ng h\u1ee3p, t\u1eeb \u0111\u00f3 tri\u1ec3n khai thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n<p style=\"font-size:16px\">Th\u00f4ng qua BrSE, SMILE t\u1ed5 ch\u1ee9c l\u00e0m r\u00f5 y\u00eau c\u1ea7u, chia s\u1ebb ti\u1ebfn \u0111\u1ed9 gi\u1eefa Nh\u1eadt B\u1ea3n v\u00e0 Vi\u1ec7t Nam, th\u1ef1c hi\u1ec7n review v\u00e0 \u0111i\u1ec1u ch\u1ec9nh g\u00f3c nh\u00ecn ki\u1ec3m th\u1eed. Nh\u1edd \u0111\u00f3, ngay c\u1ea3 v\u1edbi c\u00e1c d\u1ef1 \u00e1n dashboard d\u1ec5 ph\u00e1t sinh y\u00eau c\u1ea7u \u0111an xen t\u1eeb nhi\u1ec1u b\u1ed9 ph\u1eadn, d\u1ef1 \u00e1n v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai thu\u1eadn l\u1ee3i h\u01a1n v\u1edbi \u00edt sai l\u1ec7ch trong nh\u1eadn th\u1ee9c.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-9\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">09<\/div><h2 class=\"smile-section__title\">K\u1ebft lu\u1eadn<\/h2><\/div>\n\n\n<p style=\"font-size:16px\">Gi\u00e1 tr\u1ecb c\u1ee7a BI dashboard kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c s\u1eafp x\u1ebfp c\u00e1c bi\u1ec3u \u0111\u1ed3, m\u00e0 \u1edf kh\u1ea3 n\u0103ng t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u ph\u00e2n t\u00e1n th\u00e0nh d\u1ea1ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng cho c\u00e1c quy\u1ebft \u0111\u1ecbnh qu\u1ea3n tr\u1ecb. Trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, SMILE ph\u1ee5 tr\u00e1ch xuy\u00ean su\u1ed1t t\u1eeb x\u00e1c minh ngu\u1ed3n d\u1eef li\u1ec7u, thi\u1ebft k\u1ebf KPI, ETL, API, x\u00e2y d\u1ef1ng dashboard \u0111\u1ebfn ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp, qua \u0111\u00f3 ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng th\u00f4ng tin h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n<p style=\"font-size:16px\">\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ee7a nhi\u1ec1u b\u1ed9 ph\u1eadn m\u1ed9t c\u00e1ch r\u1eddi r\u1ea1c v\u00e0 m\u1ea5t nhi\u1ec1u th\u1eddi gian cho vi\u1ec7c l\u1eadp b\u00e1o c\u00e1o c\u0169ng nh\u01b0 n\u1eafm b\u1eaft t\u00ecnh h\u00ecnh, vi\u1ec7c x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng BI nh\u01b0 th\u1ebf n\u00e0y l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn hi\u1ec7u qu\u1ea3.<\/p>\n<\/div><\/div>\n\n\n<section class=\"smile-article-cta\"><h2>B\u1ea1n \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t \u0111\u1ed1i t\u00e1c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u00e1ng tin c\u1eady?<\/h2><p><\/p><ul class=\"smile-list\"><li>T\u1ea1i SMILE, ch\u00fang t\u00f4i \u0111\u1ed3ng h\u00e0nh c\u00f9ng doanh nghi\u1ec7p theo t\u1eebng giai \u0111o\u1ea1n c\u1ee7a d\u1ef1 \u00e1n, t\u1eeb ph\u00e2n t\u00edch y\u00eau c\u1ea7u, thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n, ki\u1ec3m th\u1eed \u0111\u1ebfn v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec, linh ho\u1ea1t theo nhu c\u1ea7u v\u00e0 m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a t\u1eebng kh\u00e1ch h\u00e0ng<\/li><li>Ch\u00fang t\u00f4i h\u1ed7 tr\u1ee3 \u0111a d\u1ea1ng c\u00e1c d\u1ef1 \u00e1n nh\u01b0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng m\u1edbi, n\u00e2ng c\u1ea5p h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3, hi\u1ec7n \u0111\u1ea1i h\u00f3a h\u1ec7 th\u1ed1ng legacy, \u1ee9ng d\u1ee5ng AI\u30fbDX v\u00e0 migration h\u1ec7 th\u1ed1ng<\/li><li>V\u1edbi s\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa \u0111\u1ed9i ng\u0169 ph\u1ee5 tr\u00e1ch t\u1ea1i Nh\u1eadt B\u1ea3n v\u00e0 \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n t\u1ea1i Vi\u1ec7t Nam, SMILE c\u00f3 th\u1ec3 linh ho\u1ea1t \u0111\u00e1p \u1ee9ng t\u1eeb c\u00e1c y\u00eau c\u1ea7u c\u1ea3i ti\u1ebfn quy m\u00f4 nh\u1ecf \u0111\u1ebfn c\u00e1c d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n v\u00e0 b\u1ea3o tr\u00ec d\u00e0i h\u1ea1n<\/li><\/ul><a class=\"smile-article-cta__button\" href=\"\/vn\/contact\/\">Trao \u0111\u1ed5i v\u1ec1 d\u1ef1 \u00e1n c\u1ee7a b\u1ea1n<\/a><\/section><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u3042\u308b\u4f01\u696d\u3067\u306f\u3001\u58f2\u4e0a\u3001\u55b6\u696d\u3001\u5728\u5eab\u3001\u4f1a\u8a08\u306a\u3069\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u8907\u6570\u306e&hellip;&nbsp;<a href=\"https:\/\/smilesoftware.org\/vn\/%E5%88%86%E6%95%A3%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E5%8F%AF%E8%A6%96%E5%8C%96%E3%81%97%E6%84%8F%E6%80%9D%E6%B1%BA%E5%AE%9A%E3%82%92%E6%94%AF%E3%81%88%E3%82%8Bbi%E3%83%80%E3%83%83%E3%82%B7\/\" class=\"\" rel=\"bookmark\">\u0110\u1ecdc ti\u1ebfp &raquo;<span class=\"screen-reader-text\">X\u00e2y d\u1ef1ng dashboard BI tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh<\/span><\/a><\/p>","protected":false},"author":2,"featured_media":5362,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"_themeisle_gutenberg_block_has_review":false,"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"categories":[17],"tags":[43,44,33,35],"class_list":["post-5363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-project","tag-cloud","tag-data-bi","tag-dx","tag-web-system"],"acf":[],"rttpg_featured_image_url":{"full":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image.png",1672,941,false],"landscape":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image.png",1672,941,false],"portraits":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image.png",1672,941,false],"thumbnail":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-150x150.png",150,150,true],"medium":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-300x169.png",300,169,true],"large":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-1024x576.png",1024,576,true],"1536x1536":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-1536x864.png",1536,864,true],"2048x2048":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image.png",1672,941,false],"trp-custom-language-flag":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-18x10.png",18,10,true],"neve-blog":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1607-featured-image-930x620.png",930,620,true]},"rttpg_author":{"display_name":"\u7b20\u539f \u840c","author_link":"https:\/\/smilesoftware.org\/vn\/author\/chinh-man\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/smilesoftware.org\/vn\/category\/project\/\" rel=\"category tag\">Project<\/a>","rttpg_excerpt":"\u3042\u308b\u4f01\u696d\u3067\u306f\u3001\u58f2\u4e0a\u3001\u55b6\u696d\u3001\u5728\u5eab\u3001\u4f1a\u8a08\u306a\u3069\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u8907\u6570\u306e&hellip;&nbsp;\u0110\u1ecdc ti\u1ebfp &r&hellip;","_links":{"self":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/5363","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/comments?post=5363"}],"version-history":[{"count":12,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/5363\/revisions"}],"predecessor-version":[{"id":5478,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/posts\/5363\/revisions\/5478"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/media\/5362"}],"wp:attachment":[{"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/media?parent=5363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/categories?post=5363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilesoftware.org\/vn\/wp-json\/wp\/v2\/tags?post=5363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}