{"id":15867,"date":"2025-04-23T10:30:08","date_gmt":"2025-04-23T03:30:08","guid":{"rendered":"https:\/\/base.vn\/blog\/?p=15867"},"modified":"2025-09-05T14:22:59","modified_gmt":"2025-09-05T07:22:59","slug":"cong-nghe-ai","status":"publish","type":"post","link":"https:\/\/base.vn\/blog\/cong-nghe-ai\/","title":{"rendered":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p"},"content":{"rendered":"\n<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI) \u0111ang d\u1ea7n tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu trong nhi\u1ec1u l\u0129nh v\u1ef1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 kinh doanh. Vi\u1ec7c \u1ee9ng d\u1ee5ng AI kh\u00f4ng ch\u1ec9 m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi m\u00e0 c\u00f2n thay \u0111\u1ed5i c\u00e1ch doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng. V\u1eady, c\u00f4ng ngh\u1ec7 AI th\u1ef1c ch\u1ea5t l\u00e0 g\u00ec? AI \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0o trong kinh doanh? V\u00e0 doanh nghi\u1ec7p c\u1ea7n l\u00e0m g\u00ec \u0111\u1ec3 t\u00edch h\u1ee3p AI v\u00e0o m\u00f4 h\u00ecnh hi\u1ec7n t\u1ea1i? H\u00e3y c\u00f9ng <a href=\"https:\/\/base.vn\/blog\/\" target=\"_blank\" rel=\"noreferrer noopener\">Base Blog<\/a> t\u00ecm hi\u1ec3u th\u00f4ng tin chi ti\u1ebft trong n\u1ed9i dung sau \u0111\u00e2y.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-1-khai-quat-v\u1ec1-cong-ngh\u1ec7-ai\">1. Kh\u00e1i qu\u00e1t v\u1ec1 c\u00f4ng ngh\u1ec7 AI<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-1-cong-ngh\u1ec7-ai-la-gi\">1.1 C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec?<\/h3>\n\n\n\n<p><strong>AI (Artificial Intelligence \u2013 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong>) l\u00e0 c\u00f4ng ngh\u1ec7 m\u00f4 ph\u1ecfng tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi tr\u00ean m\u00e1y m\u00f3c, gi\u00fap ch\u00fang c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi, suy lu\u1eadn v\u00e0 t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5. AI hi\u1ec7n di\u1ec7n trong nhi\u1ec1u l\u0129nh v\u1ef1c, t\u1eeb tr\u1ee3 l\u00fd \u1ea3o, chatbot, ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh doanh nghi\u1ec7p.<\/p>\n\n\n\n<p>C\u00f4ng ngh\u1ec7 AI bao g\u1ed3m nhi\u1ec1u nh\u00e1nh nh\u01b0 Machine Learning (h\u1ecdc m\u00e1y), Deep Learning (h\u1ecdc s\u00e2u), X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), v\u00e0 Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, AI kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh m\u00e0 c\u00f2n n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng, ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n v\u00e0 m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi-1024x614.webp\" alt=\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec?\" class=\"wp-image-15876\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi-1024x614.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi-300x180.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi-768x461.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi-1536x922.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-la-gi.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-2-l\u1ecbch-s\u1eed-hinh-thanh-va-phat-tri\u1ec3n-c\u1ee7a-cong-ngh\u1ec7-ai\">1.2 L\u1ecbch s\u1eed h\u00ecnh th\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 AI<\/h3>\n\n\n\n<p>Thu\u1eadt ng\u1eef \u201cTr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\u201d l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp trong b\u00e0i nghi\u00ean c\u1ee9u \u201cM\u00e1y t\u00ednh v\u00e0 tr\u00ed tu\u1ec7\u201d c\u1ee7a <a href=\"https:\/\/en.wikipedia.org\/wiki\/Alan_Turing\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Alan Turing<\/a> v\u00e0o n\u0103m 1950. T\u1ea1i th\u1eddi \u0111i\u1ec3m \u0111\u00f3, AI v\u1eabn ch\u1ec9 l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m mang t\u00ednh l\u00fd thuy\u1ebft, \u0111\u1eb7t ra c\u00e2u h\u1ecfi li\u1ec7u m\u00e1y m\u00f3c c\u00f3 th\u1ec3 suy ngh\u0129 nh\u01b0 con ng\u01b0\u1eddi hay kh\u00f4ng.<\/p>\n\n\n\n<p>Tr\u1ea3i qua nhi\u1ec1u th\u1eadp k\u1ef7 nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n, AI d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t l\u0129nh v\u1ef1c khoa h\u1ecdc \u2013 c\u00f4ng ngh\u1ec7 c\u00f3 t\u00e1c \u0111\u1ed9ng s\u00e2u r\u1ed9ng. \u0110\u1eb7c bi\u1ec7t, \u0111\u1ebfn n\u0103m 2022, th\u1ebf gi\u1edbi ch\u1ee9ng ki\u1ebfn s\u1ef1 b\u00f9ng n\u1ed5 m\u1ea1nh m\u1ebd c\u1ee7a AI v\u1edbi m\u00e0n xu\u1ea5t hi\u1ec7n \u1ea5n t\u01b0\u1ee3ng c\u1ee7a ChatGPT t\u1eeb OpenAI. \u0110\u00e2y l\u00e0 m\u1ed9t chatbot AI s\u1eed d\u1ee5ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) \u0111\u1ec3 t\u1ea1o ra c\u00e1c cu\u1ed9c h\u1ed9i tho\u1ea1i gi\u1ed1ng con ng\u01b0\u1eddi. S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y kh\u00f4ng ch\u1ec9 th\u00fac \u0111\u1ea9y l\u00e0n s\u00f3ng \u1ee9ng d\u1ee5ng AI v\u00e0o m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a \u0111\u1eddi s\u1ed1ng m\u00e0 c\u00f2n \u0111\u1ecbnh h\u00ecnh xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-2-ti\u1ec1m-nang-phat-tri\u1ec3n-cong-ngh\u1ec7-ai-t\u1ea1i-vi\u1ec7t-nam\">2. Ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI t\u1ea1i Vi\u1ec7t Nam<\/h2>\n\n\n\n<p>T\u1ea1i h\u1ed9i th\u1ea3o \u201cKi\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai AI cho Vi\u1ec7t Nam\u201d di\u1ec5n ra v\u00e0o th\u00e1ng 11\/2024, do Trung t\u00e2m \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o Qu\u1ed1c gia (NIC), B\u1ed9 K\u1ebf ho\u1ea1ch v\u00e0 \u0110\u1ea7u t\u01b0 ph\u1ed1i h\u1ee3p v\u1edbi Google t\u1ed5 ch\u1ee9c, \u0111\u1ea1i di\u1ec7n Google \u0111\u00e1nh gi\u00e1 cao ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI c\u1ee7a hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai \u1edf Vi\u1ec7t Nam. Theo \u01b0\u1edbc t\u00ednh, n\u1ebfu c\u00e1c c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i, AI c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i \u00edch kinh t\u1ebf l\u00ean t\u1edbi 1.890 ngh\u00ecn t\u1ef7 \u0111\u1ed3ng (79,3 t\u1ef7 USD) v\u00e0o n\u0103m 2030, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng g\u1ea7n 12% GDP c\u1ee7a Vi\u1ec7t Nam trong c\u00f9ng n\u0103m.<\/p>\n\n\n\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, Google c\u0169ng nh\u1ea5n m\u1ea1nh r\u1eb1ng \u0111\u1ec3 khai th\u00e1c t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 AI, Vi\u1ec7t Nam c\u1ea7n t\u1eadp trung ph\u00e1t tri\u1ec3n v\u00e0 gi\u1eef ch\u00e2n nh\u00e2n t\u00e0i c\u00f4ng ngh\u1ec7 trong n\u01b0\u1edbc. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi m\u1edf r\u1ed9ng c\u01a1 h\u1ed9i ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c s\u1ed1, \u0111\u1ea9y m\u1ea1nh c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o doanh nghi\u1ec7p v\u00e0 ph\u00e1t tri\u1ec3n l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng s\u1ed1. Vi\u1ec7c thu h\u1eb9p kho\u1ea3ng c\u00e1ch v\u1ec1 k\u1ef9 n\u0103ng s\u1ed1 th\u00f4ng qua \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ebd gi\u00fap Vi\u1ec7t Nam t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i \u00edch kinh t\u1ebf t\u1eeb AI.<\/p>\n\n\n\n<p>Hi\u1ec7n nay, Base.vn l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u01a1n v\u1ecb ti\u00ean phong \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0o h\u1ea7u h\u1ebft c\u00e1c s\u1ea3n ph\u1ea9m trong <a href=\"https:\/\/base.vn\/?utm_source=base-blog&amp;utm_content=base.vn\/cong-nghe-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">h\u1ec7 sinh th\u00e1i Base Platform<\/a> \u2013 N\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p to\u00e0n di\u1ec7n. C\u1ee5 th\u1ec3, c\u00f4ng ngh\u1ec7 AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o 5 b\u1ed9 gi\u1ea3i ph\u00e1p: Qu\u1ea3n tr\u1ecb C\u00f4ng vi\u1ec7c \u2013 Qu\u1ea3n tr\u1ecb T\u00e0i ch\u00ednh \u2013 Qu\u1ea3n tr\u1ecb Nh\u00e2n s\u1ef1 \u2013 Qu\u1ea3n tr\u1ecb Quan h\u1ec7 kh\u00e1ch h\u00e0ng \u2013 Qu\u1ea3n tr\u1ecb Th\u00f4ng tin. Theo \u0111\u00f3, c\u00f4ng ngh\u1ec7 AI c\u1ee7a Base.vn h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p c\u00e1c m\u1ea3ng nghi\u1ec7p v\u1ee5 nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Base Work+<\/strong> \u2013 Qu\u1ea3n tr\u1ecb hi\u1ec7u su\u1ea5t, quy tr\u00ecnh v\u00e0 d\u1ef1 \u00e1n to\u00e0n di\u1ec7n theo m\u00f4 h\u00ecnh 3 chi\u1ec1u: giao vi\u1ec7c (t\u1eeb tr\u00ean xu\u1ed1ng d\u01b0\u1edbi), b\u00e1o c\u00e1o c\u00f4ng vi\u1ec7c (t\u1eeb d\u01b0\u1edbi l\u00ean tr\u00ean), c\u1ed9ng t\u00e1c li\u00ean ph\u00f2ng ban (theo ph\u01b0\u01a1ng ngang).<\/li>\n\n\n\n<li><strong>Base HRM+<\/strong> \u2013 Qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1 to\u00e0n di\u1ec7n, gi\u00fap doanh nghi\u1ec7p qu\u1ea3n l\u00fd v\u00e0 ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c xuy\u00ean su\u1ed1t c\u00e1c giai \u0111o\u1ea1n: Tuy\u1ec3n d\u1ee5ng, H\u1ed9i nh\u1eadp, Ch\u1ea5m c\u00f4ng \u2013 T\u00ednh l\u01b0\u01a1ng, \u0110\u00e0o t\u1ea1o, \u0110\u00e1nh gi\u00e1 v\u00e0 Th\u0103ng c\u1ea5p.<\/li>\n\n\n\n<li><strong>Base Finance+<\/strong> \u2013 Qu\u1ea3n tr\u1ecb t\u00e0i ch\u00ednh to\u00e0n di\u1ec7n (doanh thu, chi ph\u00ed, \u0111\u1ed1i so\u00e1t ng\u00e2n h\u00e0ng\u2026), \u0111\u00e1p \u1ee9ng nhu c\u1ea7u l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a ban l\u00e3nh \u0111\u1ea1o, nhu c\u1ea7u l\u1eadp b\u00e1o c\u00e1o c\u1ee7a k\u1ebf to\u00e1n &amp; nhu c\u1ea7u theo d\u00f5i giao d\u1ecbch h\u00e0ng ng\u00e0y c\u1ee7a nh\u00e2n vi\u00ean t\u1eebng b\u1ed9 ph\u1eadn.<\/li>\n\n\n\n<li><strong>Base Info+<\/strong> \u2013 Qu\u1ea3n tr\u1ecb th\u00f4ng tin v\u00e0 giao ti\u1ebfp, gi\u00fap doanh nghi\u1ec7p l\u01b0u tr\u1eef v\u00e0 \u0111\u1ed3ng b\u1ed9 h\u00f3a t\u1ea5t c\u1ea3 c\u00e1c tin t\u1ee9c n\u1ed9i b\u1ed9, c\u00f4ng v\u0103n, ch\u00ednh s\u00e1ch,&#8230; tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t.<\/li>\n\n\n\n<li><strong>Base CRM<\/strong> \u2013 Qu\u1ea3n tr\u1ecb kh\u00e1ch h\u00e0ng v\u00e0 v\u1eadn h\u00e0nh kinh doanh to\u00e0n di\u1ec7n, gi\u00fap doanh nghi\u1ec7p qu\u1ea3n l\u00fd 360 \u0111\u1ed9 h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng, v\u1eadn h\u00e0nh \u0111\u1ed9i ng\u0169 b\u00e1n h\u00e0ng tr\u01a1n tru h\u01a1n, gia t\u0103ng t\u1ef7 l\u1ec7 ch\u1ed1t \u0111\u01a1n trong th\u1eddi gian ng\u1eafn.<\/li>\n<\/ul>\n\n\n\n<p>H\u01a1n 10.000+ doanh nghi\u1ec7p \u0111\u00e3 tin t\u01b0\u1edfng v\u00e0 l\u1ef1a ch\u1ecdn Base.vn \u0111\u1ec3 t\u1ed1i \u01b0u to\u00e0n b\u1ed9 ho\u1ea1t \u0111\u1ed9ng v\u1eadn h\u00e0nh, trong \u0111\u00f3 c\u00f3 VIB, Sacombank, Vietjet Th\u00e1i Lan, H\u1ecdc Vi\u1ec7n H\u00e0ng Kh\u00f4ng, T\u00e2n C\u1ea3ng S\u1ed1 1, 247Express, Thanh Mai HSK, H\u01b0ng Th\u1ecbnh Ph\u00e1t v\u00e0 nhi\u1ec1u doanh nghi\u1ec7p h\u00e0ng \u0111\u1ea7u kh\u00e1c t\u1ea1i Vi\u1ec7t Nam.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam-1024x614.webp\" alt=\"C\u00f4ng ngh\u1ec7 AI t\u1ea1i Vi\u1ec7t Nam\" class=\"wp-image-15879\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam-1024x614.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam-300x180.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam-768x461.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam-1536x922.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai-tai-viet-nam.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-3-cac-nhanh-quan-tr\u1ecdng-c\u1ee7a-cong-ngh\u1ec7-ai\">3. C\u00e1c nh\u00e1nh quan tr\u1ecdng c\u1ee7a c\u00f4ng ngh\u1ec7 AI<\/h2>\n\n\n\n<p>M\u1ed9t trong nh\u1eefng m\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a AI l\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh c\u00f3 kh\u1ea3 n\u0103ng m\u00f4 ph\u1ecfng t\u01b0 duy ph\u1ea3n bi\u1ec7n c\u1ee7a con ng\u01b0\u1eddi. Nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u kinh doanh v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), h\u1ecdc m\u00e1y (ML) v\u00e0 <a href=\"https:\/\/base.vn\/blog\/deep-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">h\u1ecdc s\u00e2u (Deep Learning)<\/a> \u0111\u1ec3 \u0111em l\u1ea1i cho doanh nghi\u1ec7p c\u00e1c l\u1ee3i \u00edch v\u1ec1 kinh t\u1ebf. \u0110\u1ec3 t\u00edch h\u1ee3p AI hi\u1ec7u qu\u1ea3 v\u00e0o quy tr\u00ecnh hi\u1ec7n t\u1ea1i, doanh nghi\u1ec7p c\u1ea7n n\u1eafm r\u00f5 c\u00e1c th\u00e0nh ph\u1ea7n c\u01a1 b\u1ea3n sau:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-1-thu\u1eadt-toan-h\u1ecdc-may-machine-learning-algorithms\">3.1 Thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y (Machine Learning Algorithms)<\/h3>\n\n\n\n<p>Thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y l\u00e0 nh\u00e1nh quan tr\u1ecdng nh\u1ea5t c\u1ee7a AI, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, ph\u00e1t hi\u1ec7n quy lu\u1eadt v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n. Th\u00f4ng qua qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o tr\u00ean t\u1eadp d\u1eef li\u1ec7u l\u1edbn, c\u00e1c thu\u1eadt to\u00e1n n\u00e0y c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1eabu, ph\u00e1t hi\u1ec7n \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng, ho\u1eb7c d\u1ef1 b\u00e1o xu h\u01b0\u1edbng, ch\u1eb3ng h\u1ea1n nh\u01b0 d\u1ef1 \u0111o\u00e1n doanh thu b\u00e1n h\u00e0ng trong t\u01b0\u01a1ng lai, t\u1eeb \u0111\u00f3, gi\u1ea3i ph\u00f3ng l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng kh\u1ecfi c\u00e1c t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning-1024x614.webp\" alt=\"Machine Learning\" class=\"wp-image-15881\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning-1024x614.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning-300x180.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning-768x461.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning-1536x922.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Machine-Learning.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-2-h\u1ecdc-sau-deep-learning\">3.2 H\u1ecdc s\u00e2u (Deep Learning)<\/h3>\n\n\n\n<p>H\u1ecdc s\u00e2u l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a <a href=\"https:\/\/base.vn\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">h\u1ecdc m\u00e1y (Machine Learning)<\/a>, cho ph\u00e9p h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a t\u00e1c v\u1ee5 m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p tr\u1ef1c ti\u1ebfp t\u1eeb con ng\u01b0\u1eddi. C\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a h\u1ecdc s\u00e2u bao g\u1ed3m: tr\u1ee3 l\u00fd \u1ea3o, chatbot, c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t v\u00e0 ph\u00f2ng ch\u1ed1ng gian l\u1eadn.<\/p>\n\n\n\n<p>B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng, m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai. So v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc m\u00e1y truy\u1ec1n th\u1ed1ng, h\u1ecdc s\u00e2u c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac nh\u01b0 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi trong qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-3-x\u1eed-ly-ngon-ng\u1eef-t\u1ef1-nhien-natural-language-processing-nlp\">3.3 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (Natural Language Processing \u2013 NLP)<\/h3>\n\n\n\n<p><a href=\"https:\/\/base.vn\/blog\/nlp-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">NLP<\/a> cho ph\u00e9p m\u00e1y t\u00ednh v\u00e0 thi\u1ebft b\u1ecb k\u1ef9 thu\u1eadt s\u1ed1 nh\u1eadn d\u1ea1ng, hi\u1ec3u v\u00e0 t\u1ea1o v\u0103n b\u1ea3n v\u00e0 gi\u1ecdng n\u00f3i. C\u00e1c \u1ee9ng d\u1ee5ng ti\u00eau bi\u1ec3u c\u1ee7a NLP bao g\u1ed3m: chatbot h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng, tr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 (nh\u01b0 Siri, Google Assistant) v\u00e0 h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n b\u1eb1ng gi\u1ecdng n\u00f3i (nh\u01b0 GPS, thi\u1ebft b\u1ecb nh\u00e0 th\u00f4ng minh).<\/p>\n\n\n\n<p>Khi \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u, NLP c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac, gi\u00fap doanh nghi\u1ec7p c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c v\u00e0 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision-1024x771.webp\" alt=\"Computer Vision\" class=\"wp-image-15883\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision-1024x771.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision-300x226.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision-768x578.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision-1536x1157.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/Computer-Vision.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-4-th\u1ecb-giac-may-tinh-computer-vision\">3.4 Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision)<\/h3>\n\n\n\n<p><a href=\"https:\/\/base.vn\/blog\/computer-vision-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> cho ph\u00e9p c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb h\u00ecnh \u1ea3nh, video v\u00e0 c\u00e1c \u0111\u1ea7u v\u00e0o k\u1ef9 thu\u1eadt s\u1ed1 tr\u1ef1c quan kh\u00e1c. C\u00f4ng ngh\u1ec7 n\u00e0y \u1ee9ng d\u1ee5ng c\u1ea3 h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 ph\u00e2n t\u00edch, nh\u1eadn di\u1ec7n v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c y\u1ebfu t\u1ed1 trong d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o. V\u00ed d\u1ee5, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t \u0111\u1ec3 gi\u00fap doanh nghi\u1ec7p ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 ph\u00e1t hi\u1ec7n c\u00e1c l\u1ed7i nh\u1ecf trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, vi\u1ec7c tri\u1ec3n khai AI th\u01b0\u1eddng \u0111i \u0111\u00f4i v\u1edbi <a href=\"https:\/\/base.vn\/blog\/chuyen-doi-so-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a> v\u00e0 t\u00edch h\u1ee3p \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, gi\u00fap doanh nghi\u1ec7p qu\u1ea3n l\u00fd, l\u01b0u tr\u1eef v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn.<\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#ebf6fd\"><strong>\u0110\u1ecdc th\u00eam:<\/strong> <a href=\"https:\/\/base.vn\/blog\/cong-nghe-4-0\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00f4ng ngh\u1ec7 4.0 l\u00e0 g\u00ec? T\u00e1c \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-4-\u1ee9ng-d\u1ee5ng-cong-ngh\u1ec7-ai-trong-di\u1ec1u-hanh-doanh-nghi\u1ec7p\">4. \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong \u0111i\u1ec1u h\u00e0nh doanh nghi\u1ec7p<\/h2>\n\n\n\n<p>C\u00f4ng ngh\u1ec7 AI si\u00eau th\u00f4ng minh gi\u00fap doanh nghi\u1ec7p \u0111\u01a1n gi\u1ea3n h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p v\u00e0 khi\u1ebfn m\u1ecdi th\u1ee9 tr\u1edf n\u00ean tuy\u1ec7t v\u1eddi h\u01a1n. Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng ti\u00eau bi\u1ec3u c\u1ee7a c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong c\u00e1c l\u0129nh v\u1ef1c kinh doanh:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-1-\u1ee9ng-d\u1ee5ng-ai-trong-d\u1ecbch-v\u1ee5-khach-hang\">4.1 \u1ee8ng d\u1ee5ng AI trong D\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng<\/h3>\n\n\n\n<p><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> \u0111ang t\u00e1i \u0111\u1ecbnh h\u00ecnh c\u00e1ch doanh nghi\u1ec7p ch\u0103m s\u00f3c, ti\u1ebfp c\u1eadn v\u00e0 giao ti\u1ebfp v\u1edbi kh\u00e1ch h\u00e0ng trong su\u1ed1t h\u00e0nh tr\u00ecnh mua s\u1eafm. Kh\u00f4ng gi\u1ed1ng nh\u00e2n vi\u00ean ch\u1ec9 l\u00e0m vi\u1ec7c 8 gi\u1edd m\u1ed7i ng\u00e0y, chatbot AI c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c 24\/7, x\u1eed l\u00fd nh\u1eefng truy v\u1ea5n t\u1eeb \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn ph\u1ee9c t\u1ea1p v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 ph\u1ea3n h\u1ed3i g\u1ea7n nh\u01b0 t\u1ee9c th\u00ec.<\/p>\n\n\n\n<p>Nh\u1edd t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i nhanh ch\u00f3ng theo th\u1eddi gian th\u1ef1c v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh h\u1ed9i tho\u1ea1i theo ng\u1eef c\u1ea3nh v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, chatbot AI g\u00f3p ph\u1ea7n n\u00e2ng cao tr\u1ea3i nghi\u1ec7m, khi\u1ebfn kh\u00e1ch h\u00e0ng h\u00e0i l\u00f2ng h\u01a1n. Theo <a href=\"https:\/\/thrivemyway.com\/chatbot-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ThriveMyway<\/a>, t\u1ef7 l\u1ec7 h\u00e0i l\u00f2ng trung b\u00ecnh t\u1eeb c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1edbi chatbot \u0111\u1ea1t 87,58%.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-2-\u1ee9ng-d\u1ee5ng-ai-trong-sales-va-marketing\">4.2 \u1ee8ng d\u1ee5ng AI trong Sales v\u00e0 Marketing<\/h3>\n\n\n\n<p>C\u00f3 th\u1ec3 n\u00f3i, l\u0129nh v\u1ef1c marketing v\u00e0 sales \u0111ang nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u gi\u00e1 tr\u1ecb nh\u1ea5t t\u1eeb s\u1ef1 ti\u1ebfn b\u1ed9 kh\u00f4ng ng\u1eebng c\u1ee7a AI. Theo th\u1ed1ng k\u00ea c\u1ee7a <a href=\"https:\/\/www.ringover.com\/blog\/ai-in-sales-marketing\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Ringover<\/a>, c\u00e1c doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng AI v\u00e0o quy tr\u00ecnh b\u00e1n h\u00e0ng \u0111\u00e3 t\u0103ng 50% l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng, \u0111\u1ed3ng th\u1eddi c\u1eaft gi\u1ea3m t\u1edbi 60% t\u1ed5ng chi ph\u00ed.&nbsp; M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee7a AI trong marketing v\u00e0 sales bao g\u1ed3m:<\/p>\n\n\n\n<p><strong>\u2013 T\u1ea1o n\u1ed9i dung: <\/strong><a href=\"https:\/\/base.vn\/blog\/generative-ai-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Generative AI<\/a> (GenAI hay AI t\u1ea1o sinh), l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n gi\u00fap c\u00e1c nh\u00f3m n\u1ed9i dung t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1ea3n xu\u1ea5t content nh\u1eafm tr\u00fang nhu c\u1ea7u c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 ChatGPT hay Gemini c\u00f3 th\u1ec3 t\u1ea1o h\u00ecnh \u1ea3nh ho\u1eb7c v\u0103n b\u1ea3n d\u1ef1a tr\u00ean nh\u1eefng c\u00e2u l\u1ec7nh v\u0103n b\u1ea3n, h\u1ed7 tr\u1ee3 t\u1ed1t cho vi\u1ec7c t\u00ecm ki\u1ebfm \u00fd t\u01b0\u1edfng, ph\u00e1c th\u1ea3o v\u00e0 vi\u1ebft n\u1ed9i dung.<\/p>\n\n\n\n<p>M\u1eb7c d\u00f9 AI c\u00f3 th\u1ec3 t\u1ea1o ra \u0111a d\u1ea1ng c\u00e1c th\u1ec3 lo\u1ea1i n\u1ed9i dung trong t\u00edc t\u1eafc, nh\u01b0ng v\u1eabn c\u1ea7n nh\u00e2n vi\u00ean con ng\u01b0\u1eddi ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd n\u1ed9i dung \u0111\u1ea7u ra. M\u1ee5c \u0111\u00edch l\u00e0 \u0111\u1ec3 ng\u0103n ch\u1eb7n vi ph\u1ea1m b\u1ea3n quy\u1ec1n, xu\u1ea5t b\u1ea3n th\u00f4ng tin sai l\u1ec7ch ho\u1eb7c n\u1ed9i dung v\u00f4 c\u1ea3m, thi\u1ebfu chi\u1ec1u s\u00e2u. L\u01b0u \u00fd n\u00e0y \u0111\u1ea3m b\u1ea3o th\u00f4ng \u0111i\u1ec7p truy\u1ec1n t\u1ea3i lu\u00f4n mang t\u00ednh \u0111\u1ed3ng c\u1ea3m, ch\u00e2n th\u1ef1c v\u00e0 gi\u00e0u c\u1ea3m x\u00fac, thay v\u00ec ch\u1ec9 mang t\u00ednh m\u00e1y m\u00f3c, c\u00f4ng nghi\u1ec7p.<\/p>\n\n\n\n<p><strong>\u2013 Thi\u1ebft k\u1ebf h\u00ecnh \u1ea3nh: <\/strong>Ngo\u00e0i kh\u1ea3 n\u0103ng vi\u1ebft n\u1ed9i dung, c\u00f4ng ngh\u1ec7 AI c\u00f2n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong thi\u1ebft k\u1ebf h\u00ecnh \u1ea3nh cho ho\u1ea1t \u0111\u1ed9ng truy\u1ec1n th\u00f4ng, nh\u01b0 l\u00e0 banner qu\u1ea3ng c\u00e1o, poster, \u1ea3nh minh h\u1ecda trong b\u00e0i vi\u1ebft,&#8230; C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Midjourney, DALL-E, Canva c\u00f3 th\u1ec3 t\u1ea1o h\u00ecnh \u1ea3nh theo m\u00e0u s\u1eafc, phong c\u00e1ch, ch\u1ee7 \u0111\u1ec1 y\u00eau c\u1ea7u, kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian m\u00e0 c\u00f2n mang l\u1ea1i t\u00ednh s\u00e1ng t\u1ea1o cao.<\/p>\n\n\n\n<p><strong>\u2013 S\u1ea3n xu\u1ea5t video clip: <\/strong>Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c l\u00ean \u00fd t\u01b0\u1edfng, quay d\u1ef1ng v\u00e0 ch\u1ec9nh s\u1eeda video th\u1ee7 c\u00f4ng ti\u00eau t\u1ed1n r\u1ea5t nhi\u1ec1u th\u1eddi gian. Tuy nhi\u00ean, gi\u1edd \u0111\u00e2y, s\u1ef1 ra \u0111\u1eddi c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 th\u1ef1c s\u1ef1 mang \u0111\u1ebfn m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng cho ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1ea3n xu\u1ea5t video. Doanh nghi\u1ec7p v\u00e0 c\u00e1c nh\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung c\u00f3 th\u1ec3 t\u1ea1o video chuy\u00ean nghi\u1ec7p t\u1eeb v\u0103n b\u1ea3n m\u00e0 kh\u00f4ng c\u1ea7n k\u1ef9 n\u0103ng ch\u1ec9nh s\u1eeda v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 Hour One hay VEED.IO. Th\u1eadm ch\u00ed, m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng nh\u01b0 Designs.ai c\u00f2n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o video ch\u1ea5t l\u01b0\u1ee3ng cao ch\u1ec9 b\u1eb1ng gi\u1ecdng n\u00f3i.<\/p>\n\n\n\n<p><strong>\u2013 C\u00e1 nh\u00e2n h\u00f3a qu\u1ea3ng c\u00e1o: <\/strong>AI bi\u1ebft kh\u00e1ch h\u00e0ng mu\u1ed1n xem g\u00ec, mua g\u00ec v\u00e0 \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u \u0111\u00f3! C\u00e1c c\u00f4ng ty nh\u01b0 Facebook v\u00e0 Google s\u1eed d\u1ee5ng AI \u0111\u1ec3 hi\u1ec3n th\u1ecb qu\u1ea3ng c\u00e1o ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch v\u00e0 l\u1ecbch s\u1eed t\u01b0\u01a1ng t\u00e1c c\u1ee7a kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c c\u00f4ng ty b\u00e1n h\u00e0ng t\u1ed1t h\u01a1n v\u00e0 \u0111em l\u1ea1i cho kh\u00e1ch h\u00e0ng tr\u1ea3i nghi\u1ec7m mua s\u1eafm th\u00fa v\u1ecb h\u01a1n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-3-\u1ee9ng-d\u1ee5ng-ai-trong-qu\u1ea3n-tr\u1ecb-k\u1ebf-toan-tai-chinh\">4.3 \u1ee8ng d\u1ee5ng AI trong Qu\u1ea3n tr\u1ecb K\u1ebf to\u00e1n \u2013 T\u00e0i ch\u00ednh<\/h3>\n\n\n\n<p>Gi\u00e1 tr\u1ecb \u1ee9ng d\u1ee5ng c\u1ee7a AI ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c c\u1ee7ng c\u1ed1 trong l\u0129nh v\u1ef1c k\u1ebf to\u00e1n \u2013 t\u00e0i ch\u00ednh, \u0111\u1eb7c bi\u1ec7t l\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong d\u1ef1 b\u00e1o v\u00e0 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ch\u1ed1ng gian l\u1eadn. M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng \u0111i\u1ec3n h\u00ecnh bao g\u1ed3m:<\/p>\n\n\n\n<p><strong>\u2013 X\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 h\u1ea1ch to\u00e1n:<\/strong> AI c\u00f3 th\u1ec3 qu\u00e9t, nh\u1eadn d\u1ea1ng v\u00e0 x\u1eed l\u00fd h\u00f3a \u0111\u01a1n, ch\u1ee9ng t\u1eeb, b\u00e1o c\u00e1o t\u00e0i ch\u00ednh m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. <a href=\"https:\/\/base.vn\/blog\/ocr-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00f4ng ngh\u1ec7 OCR (Optical Character Recognition)<\/a> v\u00e0 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) gi\u00fap chuy\u1ec3n \u0111\u1ed5i th\u00f4ng tin t\u1eeb t\u00e0i li\u1ec7u gi\u1ea5y sang d\u1eef li\u1ec7u s\u1ed1 m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng.<\/p>\n\n\n\n<p><strong>\u2013 Ph\u00e1t hi\u1ec7n l\u1ed7i v\u00e0 ch\u1ed1ng gian l\u1eadn:<\/strong> AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u giao d\u1ecbch \u0111\u1ec3 ph\u00e1t hi\u1ec7n \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng ho\u1eb7c sai l\u1ec7ch so v\u1edbi ti\u00eau chu\u1ea9n. V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t t\u00e0i kho\u1ea3n ch\u01b0a t\u1eebng th\u1ef1c hi\u1ec7n giao d\u1ecbch qu\u1ed1c t\u1ebf b\u1ed7ng chuy\u1ec3n kho\u1ea3n m\u1ed9t s\u1ed1 ti\u1ec1n l\u1edbn ra n\u01b0\u1edbc ngo\u00e0i, AI s\u1ebd ph\u00e1t c\u1ea3nh b\u00e1o v\u00e0 \u0111\u1ec1 xu\u1ea5t t\u1ea1m d\u1eebng giao d\u1ecbch \u0111\u1ec3 ki\u1ec3m tra th\u00f4ng tin kh\u00e1ch h\u00e0ng, ng\u0103n ch\u1eb7n r\u1ee7i ro t\u00e0i ch\u00ednh.<\/p>\n\n\n\n<p><strong>\u2013 D\u1ef1 b\u00e1o v\u00e0 h\u1ed7 tr\u1ee3 l\u1eadp k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh: <\/strong>B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch l\u1ecbch s\u1eed giao d\u1ecbch, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 nhi\u1ec1u bi\u1ebfn s\u1ed1 t\u00e0i ch\u00ednh li\u00ean quan, AI c\u00f3 th\u1ec3 \u0111\u01b0a ra d\u1ef1 b\u00e1o v\u1ec1 doanh thu, chi ph\u00ed, d\u00f2ng ti\u1ec1n v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 kh\u00e1c. T\u1eeb c\u01a1 s\u1edf n\u00e0y, doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 c\u01a1 h\u1ed9i t\u00e0i ch\u00ednh, ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c h\u1ee3p l\u00fd h\u01a1n v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch kh\u1ea3 thi h\u01a1n.<\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#ebf6fd\"><strong>\u0110\u1ecdc th\u00eam:<\/strong> <a href=\"https:\/\/base.vn\/blog\/ai-trong-ngan-hang\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI trong ng\u00e0nh ng\u00e2n h\u00e0ng: C\u00e1ch c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-4-\u1ee9ng-d\u1ee5ng-ai-trong-qu\u1ea3n-tr\u1ecb-nhan-s\u1ef1\">4.4 \u1ee8ng d\u1ee5ng AI trong Qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1<\/h3>\n\n\n\n<p>Theo m\u1ed9t th\u1ed1ng k\u00ea n\u0103m 2024 c\u1ee7a <a href=\"https:\/\/www.gartner.com\/en\/human-resources\/topics\/artificial-intelligence-in-hr#:~:text=A%20massive%2081%25%20of%20HR,HR%20and%20the%20entire%20workforce\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Gartner<\/a>, 81% nh\u00e0 qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1 \u0111\u00e3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 trong t\u1ed5 ch\u1ee9c c\u1ee7a h\u1ecd, trong \u0111\u00f3 43% s\u1eed d\u1ee5ng AI cho d\u1ecbch v\u1ee5 nh\u00e2n s\u1ef1 v\u00e0 41% \u00e1p d\u1ee5ng trong tuy\u1ec3n d\u1ee5ng. AI \u0111ang t\u00e1i \u0111\u1ecbnh h\u00ecnh qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 qua c\u00e1c \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt sau:<\/p>\n\n\n\n<p><strong>\u2013 T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng:<\/strong> AI c\u00f3 th\u1ec3 \u201cqu\u00e9t\u201d h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1 tr\u00ean LinkedIn v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng vi\u1ec7c l\u00e0m kh\u00e1c \u0111\u1ec3 t\u00ecm ra \u1ee9ng vi\u00ean ph\u00f9 h\u1ee3p v\u1edbi \u0111i\u1ec1u ki\u1ec7n c\u1ee7a nh\u00e0 tuy\u1ec3n d\u1ee5ng. Ti\u1ebfp theo, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng s\u00e0ng l\u1ecdc CV d\u1ef1a tr\u00ean c\u00e1c ti\u00eau ch\u00ed \u0111\u00e3 thi\u1ebft l\u1eadp s\u1eb5n, gi\u00fap b\u1ed9 ph\u1eadn tuy\u1ec3n d\u1ee5ng ti\u1ebft ki\u1ec7m th\u1eddi gian \u0111\u00e1ng k\u1ec3. H\u01a1n n\u1eefa, AI c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n, \u0111\u00e1nh gi\u00e1 k\u1ef9 n\u0103ng v\u00e0 c\u00e1 nh\u00e2n h\u00f3a c\u00e1c lu\u1ed3ng trao \u0111\u1ed5i th\u00f4ng tin v\u1edbi \u1ee9ng vi\u00ean.<\/p>\n\n\n\n<p><strong>\u2013 \u0110\u00e0o t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n nh\u00e2n l\u1ef1c:<\/strong> B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00e1c thu\u1eadt to\u00e1n c\u1ee7a AI c\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 k\u1ef9 n\u0103ng v\u00e0 kinh nghi\u1ec7m c\u1ee7a nh\u00e2n vi\u00ean, sau \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t, cung c\u1ea5p n\u1ed9i dung h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau, \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n. Nh\u1edd kh\u1ea3 n\u0103ng n\u00e0y, AI c\u00f3 th\u1ec3 g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng ch\u1ea5t l\u01b0\u1ee3ng cao cho doanh nghi\u1ec7p.<\/p>\n\n\n\n<p><strong>\u2013 \u0110\u00e1nh gi\u00e1 v\u00e0 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t lao \u0111\u1ed9ng: <\/strong>AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch t\u1ea5t c\u1ea3 c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn hi\u1ec7u su\u1ea5t c\u1ee7a m\u1ed7i nh\u00e2n vi\u00ean nh\u01b0: th\u00e0nh t\u00edch trong c\u00f4ng vi\u1ec7c, b\u00e1o c\u00e1o c\u1ee7a c\u1ea5p qu\u1ea3n l\u00fd v\u00e0 ph\u1ea3n h\u1ed3i t\u1eeb \u0111\u1ed3ng nghi\u1ec7p. D\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch n\u00e0y, AI s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u01b0a ra c\u00e1c nh\u1eadn x\u00e9t, \u0111\u00e1nh gi\u00e1 v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a nh\u00e2n vi\u00ean m\u1ed9t c\u00e1ch kh\u00e1ch quan v\u00e0 minh b\u1ea1ch.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan-1024x576.webp\" alt=\"AI trong k\u1ebf to\u00e1n t\u00e0i ch\u00ednh\" class=\"wp-image-15886\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan-1024x576.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan-300x169.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan-768x432.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan-1536x864.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/ung-dung-ai-trong-tai-chinh-ke-toan.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-5-quy-trinh-7-b\u01b0\u1edbc-tri\u1ec3n-khai-tri-tu\u1ec7-nhan-t\u1ea1o-ai-trong-doanh-nghi\u1ec7p\">5. Quy tr\u00ecnh 7 b\u01b0\u1edbc tri\u1ec3n khai tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p<\/h2>\n\n\n\n<p>AI mang l\u1ea1i b\u01b0\u1edbc nh\u1ea3y v\u1ecdt trong t\u1ef1 \u0111\u1ed9ng h\u00f3a. Tuy nhi\u00ean, AI kh\u00f4ng ph\u1ea3i l\u00e0 \u201cph\u00e9p m\u00e0u\u201d. N\u00f3 kh\u00f4ng th\u1ec3 t\u1ef1 t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh kinh doanh ho\u1eb7c t\u1ef1 \u0111\u1ed9ng gi\u1ea3i quy\u1ebft m\u1ecdi th\u00e1ch th\u1ee9c m\u00e0 c\u00f4ng ty ph\u1ea3i \u0111\u1ed1i m\u1eb7t. \u0110\u00f3 l\u00e0 l\u00fd do v\u00ec sao \u0111\u1ec3 khai th\u00e1c t\u1ed1i \u0111a gi\u00e1 tr\u1ecb c\u1ee7a AI, nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n l\u1eadp m\u1ed9t k\u1ebf ho\u1ea1ch tri\u1ec3n khai b\u00e0i b\u1ea3n v\u1edbi c\u00e1c m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3. Sau \u0111\u00e2y l\u00e0 c\u00e1c b\u01b0\u1edbc tri\u1ec3n khai c\u00f4ng ngh\u1ec7 AI v\u00e0o quy tr\u00ecnh kinh doanh:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-1-xac-d\u1ecbnh-nhu-c\u1ea7u-\u1ee9ng-d\u1ee5ng-ai\">B\u01b0\u1edbc 1: X\u00e1c \u0111\u1ecbnh nhu c\u1ea7u \u1ee9ng d\u1ee5ng AI<\/h3>\n\n\n\n<p>Doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n \u0111\u1ebfn s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI, bao g\u1ed3m c\u00e1c quy tr\u00ecnh t\u1ed1n nhi\u1ec1u th\u1eddi gian, y\u1ebfu k\u00e9m v\u00e0 c\u1ed3ng k\u1ec1nh. Ch\u1eb3ng h\u1ea1n, Uber s\u1eed d\u1ee5ng AI \u0111\u1ec3 gh\u00e9p n\u1ed1i h\u00e0nh kh\u00e1ch v\u1edbi t\u00e0i x\u1ebf theo th\u1eddi gian th\u1ef1c, gi\u00fap c\u1eaft gi\u1ea3m th\u1eddi gian ch\u1edd \u0111\u1ee3i v\u00e0 ch\u1ecdn tuy\u1ebfn \u0111\u01b0\u1eddng t\u1ed1i \u01b0u nh\u1ea5t.<\/p>\n\n\n\n<p>Ho\u1eb7c, c\u00e1c doanh nghi\u1ec7p coi tr\u1ecdng t\u00ednh c\u00e1 nh\u00e2n h\u00f3a, nh\u01b0 Amazon, Netflix v\u00e0 Spotify, d\u1ef1a v\u00e0o AI \u0111\u1ec3 ph\u00e2n t\u00edch h\u00e0nh vi c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c s\u1ea3n ph\u1ea9m ho\u1eb7c n\u1ed9i dung ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n. C\u00e1c nh\u00e0 b\u00e1n l\u1ebb nh\u01b0 Target v\u00e0 Walmart s\u1eed d\u1ee5ng AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u h\u00e0ng t\u1ed3n kho v\u00e0 h\u1ee3p l\u00fd h\u00f3a chu\u1ed7i cung \u1ee9ng c\u1ee7a h\u1ecd.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-2-thi\u1ebft-l\u1eadp-m\u1ee5c-tieu-c\u1ee5-th\u1ec3\">B\u01b0\u1edbc 2: Thi\u1ebft l\u1eadp m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3<\/h3>\n\n\n\n<p>Sau khi x\u00e1c \u0111\u1ecbnh nh\u1eefng l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n, doanh nghi\u1ec7p c\u1ea7n \u0111\u1eb7t ra m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng cho vi\u1ec7c tri\u1ec3n khai AI theo nguy\u00ean t\u1eafc SMART:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Specific (C\u1ee5 th\u1ec3)<\/li>\n\n\n\n<li>Measurable (C\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng)<\/li>\n\n\n\n<li>Achievable (C\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c)<\/li>\n\n\n\n<li>Relevant (C\u00f3 li\u00ean quan)<\/li>\n\n\n\n<li>Time-bound (C\u00f3 gi\u1edbi h\u1ea1n th\u1eddi gian)<\/li>\n<\/ul>\n\n\n\n<p>V\u00ed d\u1ee5, thay v\u00ec \u0111\u1eb7t m\u1ee5c ti\u00eau chung chung nh\u01b0 \u201cc\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3\u201d, h\u00e3y c\u1ee5 th\u1ec3 h\u00f3a th\u00e0nh \u201cgi\u1ea3m 30% th\u1eddi gian ph\u1ea3n h\u1ed3i kh\u00e1ch h\u00e0ng trong 6 th\u00e1ng b\u1eb1ng chatbot AI\u201d.<\/p>\n\n\n\n<p>Ti\u1ebfp theo, doanh nghi\u1ec7p n\u00ean chia m\u1ee5c ti\u00eau l\u1edbn th\u00e0nh c\u00e1c m\u1ee5c ti\u00eau nh\u1ecf d\u1ec5 qu\u1ea3n l\u00fd. N\u1ebfu \u0111ang t\u1ed1i \u01b0u th\u1eddi gian ph\u1ea3n h\u1ed3i, h\u00e3y ki\u1ec3m tra h\u00e0ng tu\u1ea7n b\u1eb1ng c\u00e1ch: theo d\u00f5i m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111o l\u01b0\u1eddng t\u1ed1c \u0111\u1ed9 AI x\u1eed l\u00fd c\u00e1c c\u00e2u h\u1ecfi ph\u1ed5 bi\u1ebfn. C\u00e1ch l\u00e0m n\u00e0y s\u1ebd gi\u00fap doanh nghi\u1ec7p \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c hi\u1ec7u qu\u1ea3, nhanh ch\u00f3ng \u0111i\u1ec1u ch\u1ec9nh khi c\u1ea7n thi\u1ebft, \u0111\u1ea3m b\u1ea3o AI ho\u1ea1t \u0111\u1ed9ng \u0111\u00fang h\u01b0\u1edbng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-3-tai-thi\u1ebft-k\u1ebf-quy-trinh-cho-ai\">B\u01b0\u1edbc 3: T\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh cho AI<\/h3>\n\n\n\n<p>\u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a AI, doanh nghi\u1ec7p c\u1ea7n ki\u1ec3m tra v\u00e0 \u0111i\u1ec1u ch\u1ec9nh l\u1ea1i quy tr\u00ecnh l\u00e0m vi\u1ec7c hi\u1ec7n t\u1ea1i. N\u1ebfu ch\u1ec9 \u0111\u01a1n thu\u1ea7n b\u1ed5 sung AI m\u00e0 kh\u00f4ng t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, hi\u1ec7u qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ebd r\u1ea5t h\u1ea1n ch\u1ebf.<\/p>\n\n\n\n<p>Theo \u0111\u00f3, AI n\u00ean \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh v\u00e0 t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh, trong khi con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o nh\u1eefng c\u00f4ng vi\u1ec7c \u0111\u00f2i h\u1ecfi t\u01b0 duy s\u00e1ng t\u1ea1o v\u00e0 tr\u00ed tu\u1ec7 c\u1ea3m x\u00fac.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5, Siemens s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u00ecm ki\u1ebfm \u1ee9ng vi\u00ean ti\u1ec1m n\u0103ng, nh\u01b0ng h\u1ed9i \u0111\u1ed3ng tuy\u1ec3n d\u1ee5ng v\u1eabn \u0111\u1ea3m nh\u1eadn vai tr\u00f2 ph\u1ecfng v\u1ea5n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng. T\u01b0\u01a1ng t\u1ef1, chatbot AI c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c y\u00eau c\u1ea7u d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng th\u00f4ng th\u01b0\u1eddng, nh\u01b0ng nh\u1eefng kh\u00e1ch h\u00e0ng ch\u1ee7 ch\u1ed1t mang l\u1ea1i gi\u00e1 tr\u1ecb cao v\u1eabn c\u1ea7n t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi nh\u00e2n vi\u00ean ch\u0103m s\u00f3c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-4-l\u1ef1a-ch\u1ecdn-cong-c\u1ee5-ai-phu-h\u1ee3p\">B\u01b0\u1edbc 4: L\u1ef1a ch\u1ecdn c\u00f4ng c\u1ee5 AI ph\u00f9 h\u1ee3p<\/h3>\n\n\n\n<p>Sau khi t\u00e1i thi\u1ebft k\u1ebf quy tr\u00ecnh, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 ch\u1ecdn \u0111\u00fang c\u00f4ng c\u1ee5 AI, ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau m\u00e0 doanh nghi\u1ec7p \u0111\u00e3 thi\u1ebft l\u1eadp. V\u00ed d\u1ee5, doanh nghi\u1ec7p n\u1ebfu mu\u1ed1n c\u1ea3i thi\u1ec7n t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng, chatbot AI c\u00f3 th\u1ec3 gi\u00fap qu\u1ea3n l\u00fd truy v\u1ea5n v\u00e0 cung c\u1ea5p h\u1ed7 tr\u1ee3 c\u00e1 nh\u00e2n h\u00f3a. N\u1ebfu c\u1ea7n d\u1ef1 b\u00e1o t\u00e0i ch\u00ednh, AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 th\u1ec3 l\u00e0 l\u1ef1a ch\u1ecdn \u0111\u00fang \u0111\u1eafn.<\/p>\n\n\n\n<p>Ti\u1ebfp theo, h\u00e3y quy\u1ebft \u0111\u1ecbnh xem doanh nghi\u1ec7p c\u1ea7n c\u00e1c c\u00f4ng c\u1ee5 AI c\u00f3 s\u1eb5n hay c\u00e1c gi\u1ea3i ph\u00e1p t\u00f9y ch\u1ec9nh. C\u00e1c t\u00f9y ch\u1ecdn c\u00f3 s\u1eb5n r\u1ea5t d\u1ec5 thi\u1ebft l\u1eadp v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u chung. Nh\u01b0ng n\u1ebfu m\u00f4 h\u00ecnh kinh doanh ph\u1ee9c t\u1ea1p h\u01a1n, nh\u01b0 h\u1ec7 th\u1ed1ng ki\u1ec3m k\u00ea t\u00f9y ch\u1ec9nh, th\u00ec c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang c\u00f3 th\u1ec3 l\u00fd t\u01b0\u1edfng h\u01a1n. Quan tr\u1ecdng h\u01a1n h\u1ebft, c\u00e1c c\u00f4ng c\u1ee5 AI \u0111\u01b0\u1ee3c ch\u1ecdn ph\u1ea3i t\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 hi\u1ec7n t\u1ea1i, \u0111\u1ed3ng th\u1eddi c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng theo s\u1ef1 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-5-thi-di\u1ec3m-va-m\u1edf-r\u1ed9ng-d\u1ea7n\">B\u01b0\u1edbc 5: Th\u00ed \u0111i\u1ec3m v\u00e0 m\u1edf r\u1ed9ng d\u1ea7n<\/h3>\n\n\n\n<p>Tr\u01b0\u1edbc khi tri\u1ec3n khai AI tr\u00ean to\u00e0n b\u1ed9 doanh nghi\u1ec7p, h\u00e3y th\u1eed nghi\u1ec7m n\u00f3 trong m\u1ed9t l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3. Ti\u1ebfp theo, doanh nghi\u1ec7p c\u1ea7n theo d\u00f5i hi\u1ec7u su\u1ea5t c\u1ee7a d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m \u0111\u1ec3 xem li\u1ec7u n\u00f3 c\u00f3 \u0111\u00e1p \u1ee9ng m\u1ee5c ti\u00eau c\u1ee7a m\u00ecnh hay kh\u00f4ng.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tri\u1ec3n khai chatbot AI tr\u00ean website tr\u01b0\u1edbc \u0111\u1ec3 x\u1eed l\u00fd c\u00e2u h\u1ecfi c\u1ee7a kh\u00e1ch h\u00e0ng. N\u1ebfu nh\u1eadn th\u1ea5y chatbot gi\u00fap c\u1ea3i thi\u1ec7n t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i v\u00e0 n\u00e2ng cao m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u00edch h\u1ee3p n\u00f3 tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng m\u1ea1ng x\u00e3 h\u1ed9i.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-6-dao-t\u1ea1o-va-phat-tri\u1ec3n-nhan-l\u1ef1c-s\u1eed-d\u1ee5ng-ai\">B\u01b0\u1edbc 6: \u0110\u00e0o t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n nh\u00e2n l\u1ef1c s\u1eed d\u1ee5ng AI<\/h3>\n\n\n\n<p>S\u1ee9c m\u1ea1nh c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 AI c\u00f3 \u0111\u01b0\u1ee3c khai th\u00e1c hi\u1ec7u qu\u1ea3 hay kh\u00f4ng, c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o nh\u1eefng ng\u01b0\u1eddi s\u1eed d\u1ee5ng ch\u00fang. V\u00ec v\u1eady, doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 c\u00f3 chuy\u00ean m\u00f4n ph\u00f9 h\u1ee3p, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c chuy\u00ean gia AI \u0111\u1ec3 ph\u00e1t tri\u1ec3n v\u00e0 tinh ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh.<\/li>\n\n\n\n<li>C\u00e1c chuy\u00ean gia CNTT \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00edch h\u1ee3p tr\u01a1n tru.<\/li>\n\n\n\n<li>C\u00e1c nh\u00e0 ph\u00e2n t\u00edch kinh doanh \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i do AI \u0111\u1ec1 xu\u1ea5t.<\/li>\n\n\n\n<li>C\u00e1c nh\u00e0 qu\u1ea3n l\u00fd d\u1ef1 \u00e1n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o m\u1ecdi th\u1ee9 \u0111i \u0111\u00fang h\u01b0\u1edbng.<\/li>\n<\/ul>\n\n\n\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, h\u00e3y khuy\u1ebfn kh\u00edch nh\u00e2n vi\u00ean \u00e1p d\u1ee5ng AI v\u00e0o c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y b\u1eb1ng c\u00e1ch gi\u00fap h\u1ecd hi\u1ec3u r\u00f5 l\u1ee3i \u00edch c\u1ee7a AI. Ch\u1eb3ng h\u1ea1n, n\u1ebfu AI t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c nh\u1eadp li\u1ec7u, nh\u00e2n vi\u00ean s\u1ebd c\u00f3 th\u00eam th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 s\u00e1ng t\u1ea1o v\u00e0 chi\u1ebfn l\u01b0\u1ee3c h\u01a1n. Ngo\u00e0i ra, doanh nghi\u1ec7p c\u1ea7n cung c\u1ea5p \u0111\u00e0o t\u1ea1o ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng v\u1ecb tr\u00ed, v\u00e0 gi\u00fap nh\u00e2n vi\u00ean th\u1ea5y r\u1eb1ng AI l\u00e0 m\u1ed9t tr\u1ee3 th\u1ee7, kh\u00f4ng ph\u1ea3i m\u1ed1i \u0111e d\u1ecda \u0111\u1ed1i v\u1edbi c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd, t\u1eeb \u0111\u00f3 t\u1ea1o ra s\u1ef1 h\u1ee3p t\u00e1c li\u1ec1n m\u1ea1ch gi\u1eefa con ng\u01b0\u1eddi v\u00e0 c\u00f4ng ngh\u1ec7.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-b\u01b0\u1edbc-7-lien-t\u1ee5c-do-l\u01b0\u1eddng-va-danh-gia-k\u1ebft-qu\u1ea3\">B\u01b0\u1edbc 7: Li\u00ean t\u1ee5c \u0111o l\u01b0\u1eddng v\u00e0 \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3<\/h3>\n\n\n\n<p>Vi\u1ec7c tri\u1ec3n khai AI kh\u00f4ng ph\u1ea3i l\u00e0 nhi\u1ec7m v\u1ee5 m\u1ed9t l\u1ea7n. V\u00ec v\u1eady, doanh nghi\u1ec7p c\u1ea7n th\u01b0\u1eddng xuy\u00ean theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 ph\u1ea3n \u00e1nh hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng AI, ch\u1eb3ng h\u1ea1n nh\u01b0: m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng, kho\u1ea3n chi ph\u00ed \u0111\u01b0\u1ee3c c\u1eaft gi\u1ea3m v\u00e0 hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c c\u1ee7a nh\u00e2n vi\u00ean. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 theo d\u00f5i c\u00e1c s\u1ed1 li\u1ec7u; m\u00e0 l\u00e0 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e2u chuy\u1ec7n \u0111\u1eb1ng sau ch\u00fang.<\/p>\n\n\n\n<p>AI \u0111ang t\u00e1i \u0111\u1ecbnh h\u00ecnh quy tr\u00ecnh l\u00e0m vi\u1ec7c, ra quy\u1ebft \u0111\u1ecbnh v\u00e0 tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng nh\u01b0 th\u1ebf n\u00e0o? K\u1ebft qu\u1ea3 c\u00f3 \u0111\u1ea1t k\u1ef3 v\u1ecdng kh\u00f4ng? Hay c\u00f3 l\u0129nh v\u1ef1c n\u00e0o c\u1ea7n c\u1ea3i thi\u1ec7n? V\u00f2ng l\u1eb7p \u0111\u00e1nh gi\u00e1 n\u00e0y s\u1ebd gi\u00fap doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh th\u00e0nh c\u00f4ng, c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n v\u00e0 c\u00e1c c\u01a1 h\u1ed9i \u0111\u1ec3 kh\u00e1m ph\u00e1 AI s\u00e2u h\u01a1n n\u1eefa.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI-1024x576.webp\" alt=\"Quy tr\u00ecnh tri\u1ec3n khai AI\" class=\"wp-image-15888\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI-1024x576.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI-300x169.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI-768x432.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI-1536x864.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/quy-trinh-trien-khai-AI.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-6-xu-h\u01b0\u1edbng-cong-ngh\u1ec7-ai-m\u1edbi-nh\u1ea5t-trong-nam-2025\">6. Xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 AI m\u1edbi nh\u1ea5t trong n\u0103m 2025<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-1-ai-agent-bung-n\u1ed5\">6.1 AI Agent b\u00f9ng n\u1ed5<\/h3>\n\n\n\n<p>N\u1ebfu n\u0103m 2024 l\u00e0 th\u1eddi k\u1ef3 ho\u00e0ng kim c\u1ee7a Generative AI, th\u00ec n\u0103m 2025 s\u1ebd ch\u1ee9ng ki\u1ebfn s\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a <a href=\"https:\/\/base.vn\/blog\/ai-agent-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Agent<\/a> (t\u1ea1m g\u1ecdi l\u00e0 Nh\u00e2n s\u1ef1 AI).<\/p>\n\n\n\n<p>Theo Gartner d\u1ef1 \u0111o\u00e1n, \u0111\u1ebfn n\u0103m 2028, \u00edt nh\u1ea5t 15% c\u00e1c quy\u1ebft \u0111\u1ecbnh c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y s\u1ebd do AI Agent t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n. B\u00ean c\u1ea1nh \u0111\u00f3, b\u00e1o c\u00e1o c\u1ee7a Insider c\u0169ng cho th\u1ea5y th\u1ecb tr\u01b0\u1eddng AI Agent \u0111\u1ea1t 3,7 t\u1ef7 USD v\u00e0o n\u0103m 2023 v\u00e0 d\u1ef1 ki\u1ebfn s\u1ebd ch\u1ea1m m\u1ed1c 103,6 t\u1ef7 USD v\u00e0o n\u0103m 2032, v\u1edbi t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u1eb1ng n\u0103m (CAGR) 44,9% trong giai \u0111o\u1ea1n 2024\u20132032.<\/p>\n\n\n\n<p>Gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i m\u00e0 AI Agent c\u00f3 th\u1ec3 mang l\u1ea1i cho doanh nghi\u1ec7p n\u1eb1m \u1edf kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t lo\u1ea1t c\u00e1c t\u00e1c v\u1ee5 chuy\u00ean m\u00f4n ph\u1ee9c t\u1ea1p, nh\u01b0 l\u00e0: ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, v\u1eadn h\u00e0nh doanh nghi\u1ec7p, an ninh m\u1ea1ng v\u00e0 ph\u00e1t hi\u1ec7n r\u1ee7i ro.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-2-ethical-ai-len-ngoi\">6.2 Ethical AI l\u00ean ng\u00f4i<\/h3>\n\n\n\n<p>Theo Forbes, \u0111\u1ebfn n\u0103m 2025, c\u00e1c doanh nghi\u1ec7p \u01b0u ti\u00ean Ethical AI (AI \u0111\u1ea1o \u0111\u1ee9c) s\u1ebd d\u1eabn \u0111\u1ea7u v\u1ec1 l\u00f2ng tin v\u00e0 s\u1ef1 trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng. T\u00ednh minh b\u1ea1ch, c\u00f4ng b\u1eb1ng v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 s\u1ebd tr\u1edf th\u00e0nh chu\u1ea9n m\u1ef1c b\u1eaft bu\u1ed9c trong vi\u1ec7c s\u1eed d\u1ee5ng AI m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m.<\/p>\n\n\n\n<p>V\u00ed d\u1ee5, trong ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh, c\u00e1c h\u1ec7 th\u1ed1ng ph\u00ea duy\u1ec7t kho\u1ea3n vay do AI h\u1ed7 tr\u1ee3 ph\u1ea3i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 lo\u1ea1i b\u1ecf \u0111\u1ecbnh ki\u1ebfn, \u0111\u1ea3m b\u1ea3o t\u00ednh c\u00f4ng b\u1eb1ng cho m\u1ecdi nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng. Theo \u0111\u00f3, thu\u1eadt to\u00e1n AI ch\u1ec9 xem x\u00e9t c\u00e1c y\u1ebfu t\u1ed1 t\u00e0i ch\u00ednh h\u1ee3p l\u00fd, nh\u01b0 thu nh\u1eadp, l\u1ecbch s\u1eed t\u00edn d\u1ee5ng v\u00e0 kh\u1ea3 n\u0103ng tr\u1ea3 n\u1ee3, thay v\u00ec nh\u1eefng y\u1ebfu t\u1ed1 nh\u00e2n kh\u1ea9u h\u1ecdc c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 thi\u1ebfu kh\u00e1ch quan. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ea3m b\u1ea3o quy\u1ec1n ti\u1ebfp c\u1eadn t\u00edn d\u1ee5ng b\u00ecnh \u0111\u1eb3ng, \u0111\u1ed3ng th\u1eddi duy tr\u00ec chu\u1ea9n m\u1ef1c \u0111\u1ea1o \u0111\u1ee9c trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-7-k\u1ebft-lu\u1eadn\">7. K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p>Tr\u00ean \u0111\u00e2y l\u00e0 c\u00e1c th\u00f4ng tin li\u00ean quan \u0111\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI l\u00e0 g\u00ec m\u00e0 Base Blog mu\u1ed1n chia s\u1ebb c\u00f9ng doanh nghi\u1ec7p. Vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang ki\u1ebfn t\u1ea1o nh\u1eefng b\u01b0\u1edbc ti\u1ebfn m\u1edbi v\u00e0 mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch v\u01b0\u1ee3t tr\u1ed9i cho doanh nghi\u1ec7p. AI r\u1ea5t m\u1ea1nh m\u1ebd, nh\u01b0ng \u0111\u1ec3 khai th\u00e1c to\u00e0n b\u1ed9 ti\u1ec1m n\u0103ng c\u1ee7a AI, c\u1ea7n ph\u1ea3i c\u00f3 s\u1ef1 ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd c\u1ee7a y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi, x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c m\u00e0 AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3, \u0111\u1ed3ng th\u1eddi tri\u1ec3n khai \u0111\u00fang c\u00e1ch \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 m\u1ef9 m\u00e3n nh\u1ea5t.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence \u2013 AI) \u0111ang d\u1ea7n tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu trong nhi\u1ec1u l\u0129nh v\u1ef1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 kinh doanh. Vi\u1ec7c \u1ee9ng d\u1ee5ng AI kh\u00f4ng ch\u1ec9 m\u1edf ra nh\u1eefng c\u01a1 h\u1ed9i m\u1edbi m\u00e0 c\u00f2n thay \u0111\u1ed5i c\u00e1ch doanh nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng. V\u1eady, c\u00f4ng [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":15875,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[65],"tags":[],"ppma_author":[61],"class_list":["post-15867","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-giai-phap-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.4 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p<\/title>\n<meta name=\"description\" content=\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p\" \/>\n<meta property=\"og:description\" content=\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Base Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/base.vietnam\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-23T03:30:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-05T07:22:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"L\u00ea H\u1eefu Kh\u00f4i\" \/>\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=\"L\u00ea H\u1eefu Kh\u00f4i\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"27 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\"},\"author\":{\"name\":\"L\u00ea H\u1eefu Kh\u00f4i\",\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/person\/be5c260c1c5ce9efdf0888b78a15881e\"},\"headline\":\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p\",\"datePublished\":\"2025-04-23T03:30:08+00:00\",\"dateModified\":\"2025-09-05T07:22:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\"},\"wordCount\":6996,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/base.vn\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp\",\"articleSection\":[\"\u1ee8ng d\u1ee5ng AI\"],\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\",\"url\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\",\"name\":\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p\",\"isPartOf\":{\"@id\":\"https:\/\/base.vn\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp\",\"datePublished\":\"2025-04-23T03:30:08+00:00\",\"dateModified\":\"2025-09-05T07:22:59+00:00\",\"description\":\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.\",\"breadcrumb\":{\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/base.vn\/blog\/cong-nghe-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage\",\"url\":\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp\",\"contentUrl\":\"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp\",\"width\":1200,\"height\":628,\"caption\":\"C\u00f4ng ngh\u1ec7 AI\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/base.vn\/blog\/cong-nghe-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Tin t\u1ee9c\",\"item\":\"https:\/\/base.vn\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u1ee8ng d\u1ee5ng AI\",\"item\":\"https:\/\/base.vn\/blog\/category\/giai-phap-ai\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/base.vn\/blog\/#website\",\"url\":\"https:\/\/base.vn\/blog\/\",\"name\":\"Base Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/base.vn\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/base.vn\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/base.vn\/blog\/#organization\",\"name\":\"Base.vn\",\"url\":\"https:\/\/base.vn\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/base.vn\/wp-content\/uploads\/2023\/12\/Base-1.png\",\"contentUrl\":\"https:\/\/base.vn\/wp-content\/uploads\/2023\/12\/Base-1.png\",\"width\":153,\"height\":47,\"caption\":\"Base.vn\"},\"image\":{\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/base.vietnam\",\"https:\/\/www.linkedin.com\/company\/baseinc\",\"https:\/\/www.youtube.com\/channel\/UCtliV35MJd2Krt19X5r8jBQ\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/person\/be5c260c1c5ce9efdf0888b78a15881e\",\"name\":\"L\u00ea H\u1eefu Kh\u00f4i\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/person\/image\/c80a467381bbcbf99bdfb84a381ca468\",\"url\":\"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg\",\"contentUrl\":\"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg\",\"caption\":\"L\u00ea H\u1eefu Kh\u00f4i\"},\"description\":\"Chuy\u00ean gia h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, v\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 cho doanh nghi\u1ec7p. Anh \u0111\u1ed3ng h\u00e0nh c\u00f9ng c\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean h\u00e0nh tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 b\u1ee9t ph\u00e1 b\u1eb1ng c\u00f4ng ngh\u1ec7 m\u1edbi.\",\"url\":\"https:\/\/base.vn\/blog\/tac-gia\/khoilh\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p","description":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.","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:\/\/base.vn\/blog\/cong-nghe-ai\/","og_locale":"vi_VN","og_type":"article","og_title":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p","og_description":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.","og_url":"https:\/\/base.vn\/blog\/cong-nghe-ai\/","og_site_name":"Base Blog","article_publisher":"https:\/\/www.facebook.com\/base.vietnam","article_published_time":"2025-04-23T03:30:08+00:00","article_modified_time":"2025-09-05T07:22:59+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","type":"image\/webp"}],"author":"L\u00ea H\u1eefu Kh\u00f4i","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"L\u00ea H\u1eefu Kh\u00f4i","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"27 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#article","isPartOf":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/"},"author":{"name":"L\u00ea H\u1eefu Kh\u00f4i","@id":"https:\/\/base.vn\/blog\/#\/schema\/person\/be5c260c1c5ce9efdf0888b78a15881e"},"headline":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p","datePublished":"2025-04-23T03:30:08+00:00","dateModified":"2025-09-05T07:22:59+00:00","mainEntityOfPage":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/"},"wordCount":6996,"commentCount":0,"publisher":{"@id":"https:\/\/base.vn\/blog\/#organization"},"image":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","articleSection":["\u1ee8ng d\u1ee5ng AI"],"inLanguage":"vi","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/base.vn\/blog\/cong-nghe-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/","url":"https:\/\/base.vn\/blog\/cong-nghe-ai\/","name":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p","isPartOf":{"@id":"https:\/\/base.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage"},"image":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","datePublished":"2025-04-23T03:30:08+00:00","dateModified":"2025-09-05T07:22:59+00:00","description":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec, c\u00e1ch tri\u1ec3n khai v\u00e0 \u1ee9ng d\u1ee5ng AI trong doanh nghi\u1ec7p \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng.","breadcrumb":{"@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/base.vn\/blog\/cong-nghe-ai\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#primaryimage","url":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","contentUrl":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","width":1200,"height":628,"caption":"C\u00f4ng ngh\u1ec7 AI"},{"@type":"BreadcrumbList","@id":"https:\/\/base.vn\/blog\/cong-nghe-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Tin t\u1ee9c","item":"https:\/\/base.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"\u1ee8ng d\u1ee5ng AI","item":"https:\/\/base.vn\/blog\/category\/giai-phap-ai\/"},{"@type":"ListItem","position":3,"name":"C\u00f4ng ngh\u1ec7 AI l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong doanh nghi\u1ec7p"}]},{"@type":"WebSite","@id":"https:\/\/base.vn\/blog\/#website","url":"https:\/\/base.vn\/blog\/","name":"Base Blog","description":"","publisher":{"@id":"https:\/\/base.vn\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/base.vn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Organization","@id":"https:\/\/base.vn\/blog\/#organization","name":"Base.vn","url":"https:\/\/base.vn\/blog\/","logo":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/base.vn\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/base.vn\/wp-content\/uploads\/2023\/12\/Base-1.png","contentUrl":"https:\/\/base.vn\/wp-content\/uploads\/2023\/12\/Base-1.png","width":153,"height":47,"caption":"Base.vn"},"image":{"@id":"https:\/\/base.vn\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/base.vietnam","https:\/\/www.linkedin.com\/company\/baseinc","https:\/\/www.youtube.com\/channel\/UCtliV35MJd2Krt19X5r8jBQ"]},{"@type":"Person","@id":"https:\/\/base.vn\/blog\/#\/schema\/person\/be5c260c1c5ce9efdf0888b78a15881e","name":"L\u00ea H\u1eefu Kh\u00f4i","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/base.vn\/blog\/#\/schema\/person\/image\/c80a467381bbcbf99bdfb84a381ca468","url":"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg","contentUrl":"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg","caption":"L\u00ea H\u1eefu Kh\u00f4i"},"description":"Chuy\u00ean gia h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, v\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 cho doanh nghi\u1ec7p. Anh \u0111\u1ed3ng h\u00e0nh c\u00f9ng c\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean h\u00e0nh tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 b\u1ee9t ph\u00e1 b\u1eb1ng c\u00f4ng ngh\u1ec7 m\u1edbi.","url":"https:\/\/base.vn\/blog\/tac-gia\/khoilh\/"}]}},"jetpack_featured_media_url":"https:\/\/base.vn\/wp-content\/uploads\/2025\/03\/cong-nghe-ai.webp","authors":[{"term_id":61,"user_id":14,"is_guest":0,"slug":"khoilh","display_name":"L\u00ea H\u1eefu Kh\u00f4i","avatar_url":{"url":"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg","url2x":"https:\/\/base.vn\/wp-content\/uploads\/2026\/03\/Avatar-le-huu-khoi.jpg"},"first_name":"Kh\u00f4i","last_name":"L\u00ea H\u1eefu","user_url":"","job_title":"","description":"Chuy\u00ean gia h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, v\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 cho doanh nghi\u1ec7p. Anh \u0111\u1ed3ng h\u00e0nh c\u00f9ng c\u00e1c t\u1ed5 ch\u1ee9c tr\u00ean h\u00e0nh tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 b\u1ee9t ph\u00e1 b\u1eb1ng c\u00f4ng ngh\u1ec7 m\u1edbi."}],"_links":{"self":[{"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/posts\/15867","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/comments?post=15867"}],"version-history":[{"count":0,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/posts\/15867\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/media\/15875"}],"wp:attachment":[{"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/media?parent=15867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/categories?post=15867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/tags?post=15867"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/base.vn\/blog\/wp-json\/wp\/v2\/ppma_author?post=15867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}