{"id":694,"date":"2026-03-27T03:11:38","date_gmt":"2026-03-27T03:11:38","guid":{"rendered":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/"},"modified":"2026-03-27T03:11:38","modified_gmt":"2026-03-27T03:11:38","slug":"leveraging-data-enterprise-architecture-decisions","status":"publish","type":"post","link":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/","title":{"rendered":"T\u1eadn d\u1ee5ng D\u1eef li\u1ec7u \u0111\u1ec3 N\u00e2ng cao C\u00e1c Quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p"},"content":{"rendered":"<p>Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p (EA) t\u1eeb l\u00e2u \u0111\u00e3 \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng chi\u1ebfn l\u01b0\u1ee3c, th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c c\u00e1c m\u00f4 h\u00ecnh l\u00fd thuy\u1ebft v\u00e0 s\u01a1 \u0111\u1ed3 c\u1ea5p cao. Tuy nhi\u00ean, b\u1ed1i c\u1ea3nh kinh doanh hi\u1ec7n \u0111\u1ea1i \u0111\u00f2i h\u1ecfi s\u1ef1 ch\u00ednh x\u00e1c. Vi\u1ec7c ch\u1ec9 d\u1ef1a v\u00e0o tr\u1ef1c gi\u00e1c ho\u1eb7c t\u00e0i li\u1ec7u t\u0129nh kh\u00f4ng c\u00f2n \u0111\u1ee7 \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c h\u01b0\u1edbng \u0111\u1ebfn s\u1ef1 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i. S\u1ef1 chuy\u1ec3n d\u1ecbch sang ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng \u0111\u1eb7t d\u1eef li\u1ec7u v\u00e0o v\u1ecb tr\u00ed trung t\u00e2m c\u1ee7a qu\u1ea3n tr\u1ecb ki\u1ebfn tr\u00fac.<\/p>\n<p>H\u01b0\u1edbng d\u1eabn n\u00e0y kh\u00e1m ph\u00e1 c\u00e1ch t\u00edch h\u1ee3p c\u00e1c th\u1ef1c h\u00e0nh d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd v\u00e0o khung ki\u1ebfn tr\u00fac doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn l\u1eadp k\u1ebf ho\u1ea1ch ch\u00ednh x\u00e1c h\u01a1n, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 c\u1ea3i thi\u1ec7n s\u1ef1 ph\u00f9 h\u1ee3p gi\u1eefa n\u0103ng l\u1ef1c CNTT v\u00e0 m\u1ee5c ti\u00eau kinh doanh. Ch\u00fang t\u00f4i s\u1ebd ph\u00e2n t\u00edch c\u01a1 ch\u1ebf c\u1ee7a ki\u1ebfn tr\u00fac doanh nghi\u1ec7p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 nh\u00e0 cung c\u1ea5p c\u1ee5 th\u1ec3, thay v\u00e0o \u0111\u00f3 t\u1eadp trung v\u00e0o c\u00e1c nguy\u00ean t\u1eafc, quy tr\u00ecnh v\u00e0 logic c\u1ea5u tr\u00fac.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img alt=\"Hand-drawn whiteboard infographic illustrating how to leverage data for Enterprise Architecture decisions, featuring five color-coded sections: benefits of data-driven EA (accuracy, efficiency, alignment, risk management), core data domains (application portfolio, infrastructure, business processes, security, financial), three-step methodology (define requirements, quality standards, governance integration), key performance metrics (decision velocity, debt reduction, alignment score, cost avoidance), and common challenges with mitigation strategies, all connected with colored marker lines in a clean 16:9 layout\" decoding=\"async\" src=\"https:\/\/www.viz-tools.com\/wp-content\/uploads\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\"\/><\/figure>\n<\/div>\n<h2>\ud83e\udde9 S\u1ef1 Giao thoa gi\u1eefa D\u1eef li\u1ec7u v\u00e0 Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p<\/h2>\n<p>Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p \u0111\u00f3ng vai tr\u00f2 nh\u01b0 b\u1ea3n v\u1ebd thi\u1ebft k\u1ebf cho c\u1ea5u tr\u00fac c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c. N\u00f3 x\u00e1c \u0111\u1ecbnh c\u00e1ch c\u00e1c quy tr\u00ecnh kinh doanh, lu\u1ed3ng th\u00f4ng tin, h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb t\u1ed5 ch\u1ee9c t\u01b0\u01a1ng t\u00e1c v\u1edbi nhau. Theo l\u1ecbch s\u1eed, b\u1ea3n v\u1ebd thi\u1ebft k\u1ebf n\u00e0y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t v\u00e0 \u00fd ki\u1ebfn chuy\u00ean gia. Ng\u00e0y nay, kh\u1ed1i l\u01b0\u1ee3ng th\u00f4ng tin s\u1eb5n c\u00f3 trong t\u1ed5 ch\u1ee9c cho ph\u00e9p c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 x\u00e1c minh c\u00e1c gi\u1ea3 \u0111\u1ecbnh b\u1eb1ng c\u00e1c m\u1eabu s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf.<\/p>\n<h3>T\u1ea1i sao D\u1eef li\u1ec7u l\u1ea1i quan tr\u1ecdng trong EA<\/h3>\n<ul>\n<li><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c:<\/strong> D\u1eef li\u1ec7u cung c\u1ea5p c\u01a1 s\u1edf kh\u00e1ch quan \u0111\u1ec3 hi\u1ec3u tr\u1ea1ng th\u00e1i hi\u1ec7n t\u1ea1i thay v\u00ec d\u1ef1a v\u00e0o tr\u00ed nh\u1edb ho\u1eb7c t\u00e0i li\u1ec7u l\u1ed7i th\u1eddi.<\/li>\n<li><strong>Hi\u1ec7u qu\u1ea3:<\/strong> Vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c h\u1ec7 th\u1ed1ng tr\u00f9ng l\u1eb7p ho\u1eb7c t\u00e0i nguy\u00ean ch\u01b0a \u0111\u01b0\u1ee3c t\u1eadn d\u1ee5ng t\u1ed1i \u0111a tr\u1edf n\u00ean kh\u1ea3 thi khi ph\u00e2n t\u00edch nh\u1eadt k\u00fd s\u1eed d\u1ee5ng v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t.<\/li>\n<li><strong>S\u1ef1 ph\u00f9 h\u1ee3p:<\/strong> Li\u00ean k\u1ebft c\u00e1c KPI kinh doanh v\u1edbi t\u00e0i s\u1ea3n CNTT \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 tr\u1ef1c ti\u1ebfp h\u1ed7 tr\u1ee3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u1ea1o doanh thu.<\/li>\n<li><strong>Qu\u1ea3n l\u00fd R\u1ee7i ro:<\/strong> D\u1eef li\u1ec7u ti\u1ebft l\u1ed9 c\u00e1c \u0111i\u1ec3m y\u1ebfu trong c\u00e1c h\u1ec7 th\u1ed1ng c\u0169 ho\u1eb7c c\u00e1c m\u1ed1i ph\u1ee5 thu\u1ed9c m\u00e0 c\u00f3 th\u1ec3 kh\u00f4ng r\u00f5 r\u00e0ng tr\u00ean c\u00e1c b\u1ea3n \u0111\u1ed3 c\u1ea5u tr\u00fac chu\u1ea9n.<\/li>\n<\/ul>\n<p>Khi c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 coi d\u1eef li\u1ec7u l\u00e0 m\u1ed9t th\u1ef1c th\u1ec3 h\u00e0ng \u0111\u1ea7u, ki\u1ebfn tr\u00fac s\u1ebd ti\u1ebfn h\u00f3a t\u1eeb m\u1ed9t t\u00e0i li\u1ec7u t\u0129nh th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng s\u1ed1ng \u0111\u1ed9ng ph\u1ea3n \u00e1nh b\u1ea3n ch\u1ea5t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<h2>\ud83d\uddc2\ufe0f C\u00e1c mi\u1ec1n D\u1eef li\u1ec7u c\u1ed1t l\u00f5i d\u00e0nh cho Ki\u1ebfn tr\u00fac s\u01b0<\/h2>\n<p>\u0110\u1ec3 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh t\u1eadp d\u1eef li\u1ec7u n\u00e0o mang l\u1ea1i gi\u00e1 tr\u1ecb cao nh\u1ea5t. Kh\u00f4ng ph\u1ea3i m\u1ecdi d\u1eef li\u1ec7u n\u00e0o c\u0169ng li\u00ean quan \u0111\u1ebfn c\u00e1c quy\u1ebft \u0111\u1ecbnh ki\u1ebfn tr\u00fac. T\u1eadp trung v\u00e0o c\u00e1c mi\u1ec1n \u0111\u00fang s\u1ebd \u0111\u1ea3m b\u1ea3o n\u1ed7 l\u1ef1c \u0111\u01b0\u1ee3c h\u01b0\u1edbng \u0111\u1ebfn nh\u1eefng th\u00f4ng tin mang l\u1ea1i thay \u0111\u1ed5i.<\/p>\n<h3>C\u00e1c Danh m\u1ee5c D\u1eef li\u1ec7u Ch\u00ednh<\/h3>\n<table>\n<thead>\n<tr>\n<th>Mi\u1ec1n D\u1eef li\u1ec7u<\/th>\n<th>T\u00ednh li\u00ean quan \u0111\u1ebfn Ki\u1ebfn tr\u00fac<\/th>\n<th>C\u00e1c Ch\u1ec9 s\u1ed1 V\u00ed d\u1ee5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Danh m\u1ee5c \u1ee8ng d\u1ee5ng<\/strong><\/td>\n<td>X\u00e1c \u0111\u1ecbnh s\u1ef1 tr\u00f9ng l\u1eb7p, chi ph\u00ed b\u1ea3o tr\u00ec v\u00e0 n\u1ee3 k\u1ef9 thu\u1eadt.<\/td>\n<td>Chi ph\u00ed gi\u1ea5y ph\u00e9p, th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng, t\u1ef7 l\u1ec7 ng\u01b0\u1eddi d\u00f9ng ch\u1ea5p nh\u1eadn<\/td>\n<\/tr>\n<tr>\n<td><strong>H\u1ea1 t\u1ea7ng<\/strong><\/td>\n<td>B\u1ed9c l\u1ed9 c\u00e1c gi\u1edbi h\u1ea1n v\u1ec1 dung l\u01b0\u1ee3ng v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng.<\/td>\n<td>T\u1ef7 l\u1ec7 s\u1eed d\u1ee5ng CPU, m\u1ee9c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng l\u01b0u tr\u1eef, \u0111\u1ed9 tr\u1ec5 m\u1ea1ng<\/td>\n<\/tr>\n<tr>\n<td><strong>Quy tr\u00ecnh Kinh doanh<\/strong><\/td>\n<td>Li\u00ean k\u1ebft h\u1ed7 tr\u1ee3 CNTT v\u1edbi vi\u1ec7c th\u1ef1c thi quy tr\u00ecnh th\u1ef1c t\u1ebf.<\/td>\n<td>Th\u1eddi gian chu k\u1ef3 quy tr\u00ecnh, t\u1ef7 l\u1ec7 l\u1ed7i, \u0111i\u1ec3m chuy\u1ec3n giao<\/td>\n<\/tr>\n<tr>\n<td><strong>B\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7<\/strong><\/td>\n<td>Nh\u1ea5n m\u1ea1nh c\u00e1c kho\u1ea3ng tr\u1ed1ng trong qu\u1ea3n tr\u1ecb v\u00e0 ki\u1ec3m so\u00e1t truy c\u1eadp.<\/td>\n<td>C\u00e1c l\u1ea7n \u0111\u0103ng nh\u1eadp th\u1ea5t b\u1ea1i, tu\u00e2n th\u1ee7 v\u00e1 l\u1ed7i, k\u1ebft qu\u1ea3 ki\u1ec3m to\u00e1n<\/td>\n<\/tr>\n<tr>\n<td><strong>T\u00e0i ch\u00ednh<\/strong><\/td>\n<td>Li\u00ean k\u1ebft chi ph\u00ed CNTT v\u1edbi k\u1ebft qu\u1ea3 kinh doanh.<\/td>\n<td>Chi ph\u00ed m\u1ed7i giao d\u1ecbch, ROI m\u1ed7i d\u1ef1 \u00e1n, OPEX so v\u1edbi CAPEX<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>B\u1eb1ng c\u00e1ch ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u theo c\u00e1ch n\u00e0y, c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c truy v\u1ea5n v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n nh\u1eafm m\u1ee5c ti\u00eau, tr\u1ef1c ti\u1ebfp n\u00f3i \u0111\u1ebfn nh\u1eefng v\u1ea5n \u0111\u1ec1 ki\u1ebfn tr\u00fac c\u1ee5 th\u1ec3.<\/p>\n<h2>\ud83d\udee0\ufe0f Ph\u01b0\u01a1ng ph\u00e1p lu\u1eadn cho EA d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/h2>\n<p>Vi\u1ec7c tri\u1ec3n khai ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn l\u1ea5y d\u1eef li\u1ec7u l\u00e0m trung t\u00e2m \u0111\u00f2i h\u1ecfi m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p lu\u1eadn c\u00f3 c\u1ea5u tr\u00fac. Kh\u00f4ng \u0111\u1ee7 ch\u1ec9 \u0111\u01a1n thu\u1ea7n thu th\u1eadp d\u1eef li\u1ec7u; t\u1ed5 ch\u1ee9c ph\u1ea3i x\u00e1c \u0111\u1ecbnh c\u00e1ch d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u01b0\u1ee3c tuy\u1ec3n ch\u1ecdn, ph\u00e2n t\u00edch v\u00e0 \u00e1p d\u1ee5ng v\u00e0o c\u00e1c quy\u1ebft \u0111\u1ecbnh ki\u1ebfn tr\u00fac.<\/p>\n<h3>B\u01b0\u1edbc 1: X\u00e1c \u0111\u1ecbnh y\u00eau c\u1ea7u d\u1eef li\u1ec7u<\/h3>\n<p>Tr\u01b0\u1edbc khi thu th\u1eadp th\u00f4ng tin, c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 ph\u1ea3i x\u00e1c \u0111\u1ecbnh r\u00f5 nh\u1eefng g\u00ec h\u1ecd c\u1ea7n bi\u1ebft. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m vi\u1ec7c li\u00ean k\u1ebft c\u00e1c c\u00e2u h\u1ecfi ki\u1ebfn tr\u00fac v\u1edbi c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u.<\/p>\n<ul>\n<li><strong>C\u00e2u h\u1ecfi:<\/strong>Li\u1ec7u ch\u00fang ta c\u00f3 \u0111ang duy tr\u00ec qu\u00e1 nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00f4ng?<\/li>\n<li><strong>\u0110i\u1ec3m d\u1eef li\u1ec7u:<\/strong>T\u1ea7n su\u1ea5t s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng, kh\u1ed1i l\u01b0\u1ee3ng v\u00e9 h\u1ed7 tr\u1ee3, ng\u00e0y gia h\u1ea1n gi\u1ea5y ph\u00e9p.<\/li>\n<li><strong>C\u00e2u h\u1ecfi:<\/strong>Li\u1ec7u c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a ch\u00fang ta c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng \u0111\u01b0\u1ee3c kh\u00f4ng?<\/li>\n<li><strong>\u0110i\u1ec3m d\u1eef li\u1ec7u:<\/strong>Th\u1eddi \u0111i\u1ec3m t\u1ea3i \u0111\u1ec9nh, xu h\u01b0\u1edbng t\u0103ng tr\u01b0\u1edfng trong 24 th\u00e1ng qua, c\u00e1c \u0111i\u1ec3m ngh\u1ebdn t\u00e0i nguy\u00ean.<\/li>\n<\/ul>\n<h3>B\u01b0\u1edbc 2: Thi\u1ebft l\u1eadp ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/h3>\n<p>D\u1eef li\u1ec7u v\u00e0o x\u1ea5u th\u00ec d\u1eef li\u1ec7u ra c\u0169ng x\u1ea5u. C\u00e1c quy\u1ebft \u0111\u1ecbnh ki\u1ebfn tr\u00fac d\u1ef1a tr\u00ean d\u1eef li\u1ec7u k\u00e9m s\u1ebd d\u1eabn \u0111\u1ebfn th\u1ea5t b\u1ea1i chi\u1ebfn l\u01b0\u1ee3c. C\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i th\u1ef1c thi c\u00e1c ti\u00eau chu\u1ea9n v\u1ec1 t\u00ednh to\u00e0n v\u1eb9n d\u1eef li\u1ec7u.<\/p>\n<ul>\n<li><strong>\u0110\u1ea7y \u0111\u1ee7:<\/strong>\u0110\u1ea3m b\u1ea3o t\u1ea5t c\u1ea3 t\u00e0i s\u1ea3n \u0111\u1ec1u \u0111\u01b0\u1ee3c l\u1eadp danh m\u1ee5c.<\/li>\n<li><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c:<\/strong>X\u00e1c minh r\u1eb1ng t\u00ean h\u1ec7 th\u1ed1ng v\u00e0 phi\u00ean b\u1ea3n kh\u1edbp v\u1edbi th\u1ef1c t\u1ebf.<\/li>\n<li><strong>T\u00ednh k\u1ecbp th\u1eddi:<\/strong>\u0110\u1ea3m b\u1ea3o d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt \u0111\u1ecbnh k\u1ef3, kh\u00f4ng ch\u1ec9 trong c\u00e1c cu\u1ed9c ki\u1ec3m to\u00e1n h\u00e0ng n\u0103m.<\/li>\n<li><strong>T\u00ednh nh\u1ea5t qu\u00e1n:<\/strong>\u0110\u1ea3m b\u1ea3o c\u00e1c quy t\u1eafc \u0111\u1eb7t t\u00ean v\u00e0 ph\u00e2n lo\u1ea1i \u0111\u01b0\u1ee3c th\u1ed1ng nh\u1ea5t gi\u1eefa c\u00e1c ph\u00f2ng ban.<\/li>\n<\/ul>\n<h3>B\u01b0\u1edbc 3: T\u00edch h\u1ee3p v\u1edbi c\u00e1c khung qu\u1ea3n tr\u1ecb<\/h3>\n<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u v\u00e0 Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p kh\u00f4ng n\u00ean ho\u1ea1t \u0111\u1ed9ng t\u00e1ch bi\u1ec7t. Ch\u00fang c\u1ea7n m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn th\u1ed1ng nh\u1ea5t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c ch\u00ednh s\u00e1ch d\u1eef li\u1ec7u h\u1ed7 tr\u1ee3 c\u00e1c m\u1ee5c ti\u00eau ki\u1ebfn tr\u00fac.<\/p>\n<ul>\n<li>X\u00e1c \u0111\u1ecbnh ai l\u00e0 ng\u01b0\u1eddi s\u1edf h\u1eefu d\u1eef li\u1ec7u trong kho d\u1eef li\u1ec7u ki\u1ebfn tr\u00fac.<\/li>\n<li>Thi\u1ebft l\u1eadp c\u00e1c chu k\u1ef3 xem x\u00e9t cho c\u00e1c m\u00f4 h\u00ecnh ki\u1ebfn tr\u00fac \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u00fang ph\u1ea3n \u00e1nh tr\u1ea1ng th\u00e1i d\u1eef li\u1ec7u hi\u1ec7n t\u1ea1i.<\/li>\n<li>Li\u00ean k\u1ebft tr\u00e1ch nhi\u1ec7m qu\u1ea3n l\u00fd d\u1eef li\u1ec7u v\u1edbi c\u00e1c l\u0129nh v\u1ef1c ki\u1ebfn tr\u00fac c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n<h2>\ud83d\udcc8 Ch\u1ec9 s\u1ed1 v\u00e0 \u0110o l\u01b0\u1eddng<\/h2>\n<p>L\u00e0m sao b\u1ea1n bi\u1ebft vi\u1ec7c t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u c\u00f3 c\u1ea3i thi\u1ec7n ki\u1ebfn tr\u00fac c\u1ee7a b\u1ea1n kh\u00f4ng? B\u1ea1n c\u1ea7n c\u00e1c k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c. C\u00e1c ch\u1ec9 s\u1ed1 n\u00e0y n\u00ean theo d\u00f5i c\u1ea3 s\u1ee9c kh\u1ecfe c\u1ee7a ki\u1ebfn tr\u00fac v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<h3>Ch\u1ec9 s\u1ed1 Hi\u1ec7u su\u1ea5t<\/h3>\n<ul>\n<li><strong>T\u1ed1c \u0111\u1ed9 ra quy\u1ebft \u0111\u1ecbnh:<\/strong> Th\u1eddi gian c\u1ea7n \u0111\u1ec3 ph\u00ea duy\u1ec7t ho\u1eb7c t\u1eeb ch\u1ed1i m\u1ed9t h\u1ec7 th\u1ed1ng m\u1edbi d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng d\u1eef li\u1ec7u.<\/li>\n<li><strong>T\u1ef7 l\u1ec7 gi\u1ea3m n\u1ee3 k\u1ef9 thu\u1eadt:<\/strong> Ph\u1ea7n tr\u0103m n\u1ee3 k\u1ef9 thu\u1eadt \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh v\u00e0 gi\u1ea3i quy\u1ebft trong m\u1ed9t kho\u1ea3ng th\u1eddi gian nh\u1ea5t \u0111\u1ecbnh.<\/li>\n<li><strong>\u0110i\u1ec3m ph\u00f9 h\u1ee3p:<\/strong> M\u1ed9t ch\u1ec9 s\u1ed1 \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n cho th\u1ea5y m\u1ee9c \u0111\u1ed9 ph\u00f9 h\u1ee3p gi\u1eefa c\u00e1c s\u00e1ng ki\u1ebfn CNTT v\u1edbi c\u00e1c \u01b0u ti\u00ean kinh doanh.<\/li>\n<li><strong>Ti\u1ebft ki\u1ec7m chi ph\u00ed:<\/strong> Nh\u1eefng kho\u1ea3n ti\u1ebft ki\u1ec7m \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1edd ph\u00e1t hi\u1ec7n c\u00e1c h\u1ec7 th\u1ed1ng tr\u00f9ng l\u1eb7p ho\u1eb7c t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng ngu\u1ed3n l\u1ef1c.<\/li>\n<\/ul>\n<h3>T\u1ea7n su\u1ea5t B\u00e1o c\u00e1o<\/h3>\n<p>D\u1eef li\u1ec7u kh\u00f4ng n\u00ean ch\u1ec9 l\u00e0 m\u1ed9t b\u00e1o c\u00e1o m\u1ed9t l\u1ea7n. N\u00f3 \u0111\u00f2i h\u1ecfi m\u1ed9t nh\u1ecbp \u0111i\u1ec7u nh\u1ea5t \u0111\u1ecbnh.<\/p>\n<ul>\n<li><strong>H\u00e0ng tu\u1ea7n:<\/strong> C\u00e1c ch\u1ec9 s\u1ed1 v\u1eadn h\u00e0nh (t\u00ecnh tr\u1ea1ng h\u1ec7 th\u1ed1ng, xu h\u01b0\u1edbng s\u1ef1 c\u1ed1).<\/li>\n<li><strong>H\u00e0ng th\u00e1ng:<\/strong> S\u1ee9c kh\u1ecfe danh m\u1ee5c (t\u1ef7 l\u1ec7 \u00e1p d\u1ee5ng, s\u1eed d\u1ee5ng gi\u1ea5y ph\u00e9p).<\/li>\n<li><strong>H\u00e0ng qu\u00fd:<\/strong> S\u1ef1 ph\u00f9 h\u1ee3p chi\u1ebfn l\u01b0\u1ee3c (ROI d\u1ef1 \u00e1n, tu\u00e2n th\u1ee7 ki\u1ebfn tr\u00fac).<\/li>\n<li><strong>H\u00e0ng n\u0103m:<\/strong> Xem x\u00e9t l\u1ed9 tr\u00ecnh v\u00e0 ph\u00e2n t\u00edch xu h\u01b0\u1edbng d\u00e0i h\u1ea1n.<\/li>\n<\/ul>\n<h2>\ud83d\udea7 Nh\u1eefng th\u00e1ch th\u1ee9c ph\u1ed5 bi\u1ebfn v\u00e0 bi\u1ec7n ph\u00e1p gi\u1ea3m thi\u1ec3u<\/h2>\n<p>Chuy\u1ec3n \u0111\u1ed5i sang ph\u01b0\u01a1ng ph\u00e1p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u kh\u00f4ng thi\u1ebfu nh\u1eefng tr\u1edf ng\u1ea1i. C\u00e1c t\u1ed5 ch\u1ee9c th\u01b0\u1eddng \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 ph\u1ea3n \u0111\u1ed1i, n\u1ee3 k\u1ef9 thu\u1eadt trong thu th\u1eadp d\u1eef li\u1ec7u ho\u1eb7c r\u00e0o c\u1ea3n v\u0103n h\u00f3a.<\/p>\n<h3>Th\u00e1ch th\u1ee9c 1: C\u00e1c h\u00f2m d\u1eef li\u1ec7u t\u00e1ch bi\u1ec7t<\/h3>\n<p>C\u00e1c b\u1ed9 ph\u1eadn kh\u00e1c nhau th\u01b0\u1eddng l\u01b0u tr\u1eef d\u1eef li\u1ec7u trong c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau, khi\u1ebfn vi\u1ec7c t\u1ed5ng h\u1ee3p tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<\/p>\n<ul>\n<li><strong>Gi\u1ea3m thi\u1ec3u:<\/strong> Th\u1ef1c hi\u1ec7n m\u1ed9t h\u1ed3 d\u1eef li\u1ec7u t\u1eadp trung ho\u1eb7c kho d\u1eef li\u1ec7u \u0111\u1eb7c bi\u1ec7t d\u00e0nh cho d\u1eef li\u1ec7u m\u00f4 t\u1ea3 ki\u1ebfn tr\u00fac. S\u1eed d\u1ee5ng API \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u m\u1ed7i khi c\u00f3 th\u1ec3.<\/li>\n<\/ul>\n<h3>Th\u00e1ch th\u1ee9c 2: S\u1ef1 ph\u1ea3n \u0111\u1ed1i \u0111\u1ed1i v\u1edbi t\u00ednh minh b\u1ea1ch<\/h3>\n<p>C\u00e1c \u0111\u1ed9i nh\u00f3m c\u00f3 th\u1ec3 c\u1ea3m th\u1ea5y b\u1ecb \u0111e d\u1ecda b\u1edfi d\u1eef li\u1ec7u l\u00e0m l\u1ed9 ra nh\u1eefng b\u1ea5t hi\u1ec7u qu\u1ea3 trong h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd.<\/p>\n<ul>\n<li><strong>Gi\u1ea3m thi\u1ec3u:<\/strong>Thi\u1ebft l\u1eadp vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 thay v\u00ec gi\u00e1m s\u00e1t. T\u1eadp trung v\u00e0o c\u00e1ch n\u00f3 gi\u00fap c\u00e1c \u0111\u1ed9i nh\u00f3m gi\u1ea3m kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c.<\/li>\n<\/ul>\n<h3>Th\u00e1ch th\u1ee9c 3: Thi\u1ebfu k\u1ef9 n\u0103ng<\/h3>\n<p>C\u00e1c ki\u1ebfn tr\u00fac s\u01b0 c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 k\u1ef9 n\u0103ng ph\u00e2n t\u00edch c\u1ea7n thi\u1ebft \u0111\u1ec3 hi\u1ec3u c\u00e1c b\u1ed9 d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n<ul>\n<li><strong>Gi\u1ea3m thi\u1ec3u:<\/strong>\u0110\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o cho c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 v\u1ec1 n\u0103ng l\u1ef1c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u. H\u1ee3p t\u00e1c v\u1edbi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng.<\/li>\n<\/ul>\n<h2>\ud83d\udd2e Xu h\u01b0\u1edbng t\u01b0\u01a1ng lai trong d\u1eef li\u1ec7u v\u00e0 ki\u1ebfn tr\u00fac doanh nghi\u1ec7p<\/h2>\n<p>B\u1ed1i c\u1ea3nh c\u1ee7a d\u1eef li\u1ec7u v\u00e0 ki\u1ebfn tr\u00fac \u0111ang thay \u0111\u1ed5i. \u0110\u1ec3 lu\u00f4n d\u1eabn \u0111\u1ea7u, c\u1ea7n nh\u1eadn th\u1ee9c v\u1ec1 c\u00e1c c\u00f4ng ngh\u1ec7 v\u00e0 ph\u01b0\u01a1ng ph\u00e1p m\u1edbi n\u1ed5i.<\/p>\n<h3>T\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h3>\n<p>AI v\u00e0 h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u ki\u1ebfn tr\u00fac. C\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 h\u1ec7 th\u1ed1ng ho\u1eb7c \u0111\u1ec1 xu\u1ea5t c\u1ea5u h\u00ecnh t\u1ed1i \u01b0u d\u1ef1a tr\u00ean c\u00e1c m\u1eabu l\u1ecbch s\u1eed.<\/p>\n<ul>\n<li><strong>B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n:<\/strong>Ph\u00e1t hi\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 h\u1ea1 t\u1ea7ng tr\u01b0\u1edbc khi ch\u00fang g\u00e2y ra th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.<\/li>\n<li><strong>Tu\u00e2n th\u1ee7 t\u1ef1 \u0111\u1ed9ng:<\/strong>Ki\u1ec3m tra c\u1ea5u h\u00ecnh theo th\u1eddi gian th\u1ef1c so v\u1edbi ch\u00ednh s\u00e1ch.<\/li>\n<\/ul>\n<h3>Ki\u1ebfn tr\u00fac theo th\u1eddi gian th\u1ef1c<\/h3>\n<p>S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb x\u1eed l\u00fd theo l\u00f4 sang lu\u1ed3ng d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c cho ph\u00e9p \u0111i\u1ec1u ch\u1ec9nh ki\u1ebfn tr\u00fac m\u1ed9t c\u00e1ch linh ho\u1ea1t. \u0110i\u1ec1u n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c ho\u1ea1t \u0111\u1ed9ng trong th\u1ecb tr\u01b0\u1eddng t\u1ed1c \u0111\u1ed9 cao.<\/p>\n<ul>\n<li><strong>Thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean s\u1ef1 ki\u1ec7n:<\/strong>Ki\u1ebfn tr\u00fac ph\u1ea3n \u1ee9ng ngay l\u1eadp t\u1ee9c tr\u01b0\u1edbc \u0111\u1ea7u v\u00e0o d\u1eef li\u1ec7u.<\/li>\n<li><strong>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c ti\u1ebfp:<\/strong>C\u00e1c b\u00ean li\u00ean quan c\u00f3 th\u1ec3 xem t\u00ecnh tr\u1ea1ng s\u1ee9c kh\u1ecfe ki\u1ebfn tr\u00fac theo th\u1eddi gian th\u1ef1c.<\/li>\n<\/ul>\n<h2>\ud83e\udd1d Tham gia c\u1ee7a c\u00e1c b\u00ean li\u00ean quan<\/h2>\n<p>D\u1eef li\u1ec7u ch\u1ec9 c\u00f3 gi\u00e1 tr\u1ecb n\u1ebfu \u0111\u01b0\u1ee3c c\u00e1c b\u00ean li\u00ean quan hi\u1ec3u v\u00e0 h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean \u0111\u00f3. Giao ti\u1ebfp l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u ki\u1ebfn tr\u00fac \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn chi\u1ebfn l\u01b0\u1ee3c kinh doanh.<\/p>\n<h3>T\u00f9y ch\u1ec9nh th\u00f4ng \u0111i\u1ec7p<\/h3>\n<ul>\n<li><strong>\u0110\u1ed1i v\u1edbi Ban l\u00e3nh \u0111\u1ea1o:<\/strong>T\u1eadp trung v\u00e0o chi ph\u00ed, r\u1ee7i ro v\u00e0 s\u1ef1 ph\u00f9 h\u1ee3p chi\u1ebfn l\u01b0\u1ee3c. S\u1eed d\u1ee5ng c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ea5p cao.<\/li>\n<li><strong>\u0110\u1ed1i v\u1edbi \u0110\u1ed9i ng\u0169 CNTT:<\/strong>T\u1eadp trung v\u00e0o n\u1ee3 k\u1ef9 thu\u1eadt, \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh h\u1ec7 th\u1ed1ng v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p t\u00edch h\u1ee3p. S\u1eed d\u1ee5ng nh\u1eadt k\u00fd v\u00e0 ch\u1ec9 s\u1ed1 chi ti\u1ebft.<\/li>\n<li><strong>\u0110\u1ed1i v\u1edbi c\u00e1c \u0111\u01a1n v\u1ecb kinh doanh:<\/strong> T\u1eadp trung v\u00e0o c\u00e1ch IT h\u1ed7 tr\u1ee3 c\u00e1c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd. S\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u1ec1 hi\u1ec7u qu\u1ea3 quy tr\u00ecnh.<\/li>\n<\/ul>\n<h3>Tr\u1ef1c quan h\u00f3a D\u1eef li\u1ec7u<\/h3>\n<p>C\u00e1c b\u1ed9 d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p r\u1ea5t kh\u00f3 ti\u1ebfp nh\u1eadn. C\u1ea7n s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a \u0111\u1ec3 l\u00e0m cho d\u1eef li\u1ec7u d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n.<\/p>\n<ul>\n<li>B\u1ea3n \u0111\u1ed3 nhi\u1ec7t cho vi\u1ec7c s\u1eed d\u1ee5ng ngu\u1ed3n l\u1ef1c.<\/li>\n<li>S\u01a1 \u0111\u1ed3 lu\u1ed3ng cho s\u1ef1 di chuy\u1ec3n d\u1eef li\u1ec7u v\u00e0 c\u00e1c m\u1ed1i ph\u1ee5 thu\u1ed9c.<\/li>\n<li>Bi\u1ec3u \u0111\u1ed3 cho ph\u00e2n t\u00edch xu h\u01b0\u1edbng theo th\u1eddi gian.<\/li>\n<\/ul>\n<h2>\ud83c\udfc1 X\u00e2y d\u1ef1ng m\u1ed9t khung b\u1ec1n v\u1eefng<\/h2>\n<p>Vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t khung b\u1ec1n v\u1eefng cho Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi s\u1ef1 cam k\u1ebft t\u1eeb c\u1ea5p cao xu\u1ed1ng d\u01b0\u1edbi. \u0110\u00e2y l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c, ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t d\u1ef1 \u00e1n c\u00f3 \u0111i\u1ec3m k\u1ebft th\u00fac.<\/p>\n<ul>\n<li><strong>S\u1ef1 h\u1ed7 tr\u1ee3 t\u1eeb l\u00e3nh \u0111\u1ea1o:<\/strong> \u0110\u1ea3m b\u1ea3o s\u1ef1 b\u1ea3o tr\u1ee3 t\u1eeb c\u1ea5p cao \u0111\u1ec3 th\u1ef1c thi c\u00e1c ti\u00eau chu\u1ea9n d\u1eef li\u1ec7u.<\/li>\n<li><strong>Quy tr\u00ecnh l\u1eb7p l\u1ea1i:<\/strong> B\u1eaft \u0111\u1ea7u nh\u1ecf. Th\u1eed nghi\u1ec7m ph\u01b0\u01a1ng ph\u00e1p v\u1edbi m\u1ed9t ph\u00f2ng ban ho\u1eb7c l\u0129nh v\u1ef1c h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng.<\/li>\n<li><strong>V\u00f2ng ph\u1ea3n h\u1ed3i:<\/strong> \u0110\u00e1nh gi\u00e1 th\u01b0\u1eddng xuy\u00ean m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u ch\u1ec9nh khi c\u1ea7n thi\u1ebft.<\/li>\n<li><strong>T\u00e0i li\u1ec7u:<\/strong> Duy tr\u00ec c\u00e1c h\u1ed3 s\u01a1 r\u00f5 r\u00e0ng v\u1ec1 c\u00e1ch d\u1eef li\u1ec7u \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c quy\u1ebft \u0111\u1ecbnh ki\u1ebfn tr\u00fac c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u00e0o c\u1ea5u tr\u00fac c\u1ed1t l\u00f5i c\u1ee7a Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p c\u1ee7a b\u1ea1n, b\u1ea1n t\u1ea1o ra m\u1ed9t c\u1ea5u tr\u00fac v\u1eefng ch\u1eafc, c\u00f3 kh\u1ea3 n\u0103ng th\u00edch nghi v\u1edbi s\u1ef1 thay \u0111\u1ed5i. M\u1ee5c ti\u00eau kh\u00f4ng ch\u1ec9 l\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, m\u00e0 c\u00f2n l\u00e0 x\u00e2y d\u1ef1ng nh\u1eefng h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng r\u00f5 r\u00e0ng, hi\u1ec7u qu\u1ea3 v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u th\u1ef1c s\u1ef1 c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<p>H\u00e3y nh\u1edb r\u1eb1ng, gi\u00e1 tr\u1ecb kh\u00f4ng n\u1eb1m \u1edf kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c, m\u00e0 n\u1eb1m \u1edf ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c r\u00fat ra v\u00e0 c\u00e1c h\u00e0nh \u0111\u1ed9ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n d\u1ef1a tr\u00ean nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u00f3. V\u1edbi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 k\u1ef7 lu\u1eadt, d\u1eef li\u1ec7u tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng cho s\u1ef1 xu\u1ea5t s\u1eafc trong ki\u1ebfn tr\u00fac.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p (EA) t\u1eeb l\u00e2u \u0111\u00e3 \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng chi\u1ebfn l\u01b0\u1ee3c, th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c c\u00e1c m\u00f4 h\u00ecnh l\u00fd thuy\u1ebft v\u00e0 s\u01a1 \u0111\u1ed3&hellip;<\/p>\n","protected":false},"author":1,"featured_media":695,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c","_yoast_wpseo_metadesc":"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[26],"tags":[39,45],"class_list":["post-694","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-architecture","tag-academic","tag-enterprise-architecture"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c<\/title>\n<meta name=\"description\" content=\"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c\" \/>\n<meta property=\"og:description\" content=\"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\" \/>\n<meta property=\"og:site_name\" content=\"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-27T03:11:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1664\" \/>\n\t<meta property=\"og:image:height\" content=\"928\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vpadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"vpadmin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"18 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\"},\"author\":{\"name\":\"vpadmin\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#\/schema\/person\/f0483c8e16a5e74ba067e69a80eb9b0c\"},\"headline\":\"T\u1eadn d\u1ee5ng D\u1eef li\u1ec7u \u0111\u1ec3 N\u00e2ng cao C\u00e1c Quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p\",\"datePublished\":\"2026-03-27T03:11:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\"},\"wordCount\":3712,\"publisher\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\",\"keywords\":[\"academic\",\"enterprise architecture\"],\"articleSection\":[\"Enterprise Architecture\"],\"inLanguage\":\"vi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\",\"url\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\",\"name\":\"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\",\"datePublished\":\"2026-03-27T03:11:38+00:00\",\"description\":\"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage\",\"url\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\",\"contentUrl\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg\",\"width\":1664,\"height\":928},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.viz-tools.com\/vi\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"T\u1eadn d\u1ee5ng D\u1eef li\u1ec7u \u0111\u1ec3 N\u00e2ng cao C\u00e1c Quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#website\",\"url\":\"https:\/\/www.viz-tools.com\/vi\/\",\"name\":\"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.viz-tools.com\/vi\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#organization\",\"name\":\"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation\",\"url\":\"https:\/\/www.viz-tools.com\/vi\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2025\/03\/viz-tools-logo.png\",\"contentUrl\":\"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2025\/03\/viz-tools-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation\"},\"image\":{\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.viz-tools.com\/vi\/#\/schema\/person\/f0483c8e16a5e74ba067e69a80eb9b0c\",\"name\":\"vpadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"caption\":\"vpadmin\"},\"sameAs\":[\"https:\/\/www.viz-tools.com\"],\"url\":\"https:\/\/www.viz-tools.com\/vi\/author\/vpadmin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c","description":"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/","og_locale":"vi_VN","og_type":"article","og_title":"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c","og_description":"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.","og_url":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/","og_site_name":"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation","article_published_time":"2026-03-27T03:11:38+00:00","og_image":[{"width":1664,"height":928,"url":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg","type":"image\/jpeg"}],"author":"vpadmin","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"vpadmin","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"18 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#article","isPartOf":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/"},"author":{"name":"vpadmin","@id":"https:\/\/www.viz-tools.com\/vi\/#\/schema\/person\/f0483c8e16a5e74ba067e69a80eb9b0c"},"headline":"T\u1eadn d\u1ee5ng D\u1eef li\u1ec7u \u0111\u1ec3 N\u00e2ng cao C\u00e1c Quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p","datePublished":"2026-03-27T03:11:38+00:00","mainEntityOfPage":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/"},"wordCount":3712,"publisher":{"@id":"https:\/\/www.viz-tools.com\/vi\/#organization"},"image":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg","keywords":["academic","enterprise architecture"],"articleSection":["Enterprise Architecture"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/","url":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/","name":"Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p D\u1ef1a tr\u00ean D\u1eef li\u1ec7u: M\u1ed9t H\u01b0\u1edbng d\u1eabn Chi\u1ebfn l\u01b0\u1ee3c","isPartOf":{"@id":"https:\/\/www.viz-tools.com\/vi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage"},"image":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg","datePublished":"2026-03-27T03:11:38+00:00","description":"H\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n c\u00e1c quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 hi\u1ec7u qu\u1ea3 h\u00f3a vi\u1ec7c li\u00ean k\u1ebft IT v\u1edbi c\u00e1c m\u1ee5c ti\u00eau kinh doanh.","breadcrumb":{"@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#primaryimage","url":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg","contentUrl":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/03\/data-driven-enterprise-architecture-infographic-whiteboard.jpg","width":1664,"height":928},{"@type":"BreadcrumbList","@id":"https:\/\/www.viz-tools.com\/vi\/leveraging-data-enterprise-architecture-decisions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.viz-tools.com\/vi\/"},{"@type":"ListItem","position":2,"name":"T\u1eadn d\u1ee5ng D\u1eef li\u1ec7u \u0111\u1ec3 N\u00e2ng cao C\u00e1c Quy\u1ebft \u0111\u1ecbnh Ki\u1ebfn tr\u00fac Doanh nghi\u1ec7p"}]},{"@type":"WebSite","@id":"https:\/\/www.viz-tools.com\/vi\/#website","url":"https:\/\/www.viz-tools.com\/vi\/","name":"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation","description":"","publisher":{"@id":"https:\/\/www.viz-tools.com\/vi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.viz-tools.com\/vi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/www.viz-tools.com\/vi\/#organization","name":"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation","url":"https:\/\/www.viz-tools.com\/vi\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/www.viz-tools.com\/vi\/#\/schema\/logo\/image\/","url":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2025\/03\/viz-tools-logo.png","contentUrl":"https:\/\/www.viz-tools.com\/vi\/wp-content\/uploads\/sites\/10\/2025\/03\/viz-tools-logo.png","width":512,"height":512,"caption":"Viz Tools Vietnamese - Latest Trends in Software, Tech, and Innovation"},"image":{"@id":"https:\/\/www.viz-tools.com\/vi\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.viz-tools.com\/vi\/#\/schema\/person\/f0483c8e16a5e74ba067e69a80eb9b0c","name":"vpadmin","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","caption":"vpadmin"},"sameAs":["https:\/\/www.viz-tools.com"],"url":"https:\/\/www.viz-tools.com\/vi\/author\/vpadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/posts\/694","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/comments?post=694"}],"version-history":[{"count":0,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/posts\/694\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/media\/695"}],"wp:attachment":[{"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/media?parent=694"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/categories?post=694"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.viz-tools.com\/vi\/wp-json\/wp\/v2\/tags?post=694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}