{"id":316957,"date":"2025-07-20T17:13:32","date_gmt":"2025-07-20T17:13:32","guid":{"rendered":"https:\/\/pocketoption.com\/blog\/news-events\/data\/snowflake-stock-forecast-2\/"},"modified":"2025-07-20T17:13:32","modified_gmt":"2025-07-20T17:13:32","slug":"snowflake-stock-forecast","status":"publish","type":"post","link":"https:\/\/pocketoption.com\/blog\/vt\/knowledge-base\/markets\/snowflake-stock-forecast\/","title":{"rendered":"D\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake: 7 c\u00f4ng c\u1ee5 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u d\u1ef1 \u0111o\u00e1n 83% bi\u1ebfn \u0111\u1ed9ng gi\u00e1"},"content":{"rendered":"<div id=\"root\"><div id=\"wrap-img-root\"><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":293663,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[28,39,45],"class_list":["post-316957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-markets","tag-investment","tag-platform","tag-stock"],"acf":{"h1":"Khung D\u1ef1 B\u00e1o C\u1ed5 Phi\u1ebfu Snowflake 5 Y\u1ebfu T\u1ed1 c\u1ee7a Pocket Option: \u0110\u1ed9 Ch\u00ednh X\u00e1c D\u1ef1 \u0110o\u00e1n 83%","h1_source":{"label":"H1","type":"text","formatted_value":"Khung D\u1ef1 B\u00e1o C\u1ed5 Phi\u1ebfu Snowflake 5 Y\u1ebfu T\u1ed1 c\u1ee7a Pocket Option: \u0110\u1ed9 Ch\u00ednh X\u00e1c D\u1ef1 \u0110o\u00e1n 83%"},"description":"Ph\u00e2n t\u00edch d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake y\u00eau c\u1ea7u 5 ch\u1ec9 s\u1ed1 chuy\u00ean bi\u1ec7t b\u1ecb 91% nh\u00e0 ph\u00e2n t\u00edch b\u1ecf qua. Th\u1ef1c hi\u1ec7n m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 \u0111\u1ed9c quy\u1ec1n c\u1ee7a Pocket Option trong v\u00f2ng 72 gi\u1edd tr\u01b0\u1edbc khi thu nh\u1eadp qu\u00fd 2 c\u00f3 th\u1ec3 g\u00e2y ra bi\u1ebfn \u0111\u1ed9ng dao \u0111\u1ed9ng t\u1eeb 27-43%.","description_source":{"label":"Description","type":"textarea","formatted_value":"Ph\u00e2n t\u00edch d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake y\u00eau c\u1ea7u 5 ch\u1ec9 s\u1ed1 chuy\u00ean bi\u1ec7t b\u1ecb 91% nh\u00e0 ph\u00e2n t\u00edch b\u1ecf qua. Th\u1ef1c hi\u1ec7n m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 \u0111\u1ed9c quy\u1ec1n c\u1ee7a Pocket Option trong v\u00f2ng 72 gi\u1edd tr\u01b0\u1edbc khi thu nh\u1eadp qu\u00fd 2 c\u00f3 th\u1ec3 g\u00e2y ra bi\u1ebfn \u0111\u1ed9ng dao \u0111\u1ed9ng t\u1eeb 27-43%."},"intro":"Ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c cho c\u1ed5 phi\u1ebfu Snowflake \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n c\u00e1c t\u1ef7 l\u1ec7 P\/E ti\u00eau chu\u1ea9n v\u00e0 ch\u1ec9 s\u1ed1 t\u0103ng tr\u01b0\u1edfng -- n\u00f3 y\u00eau c\u1ea7u c\u00e1c khung chuy\u00ean bi\u1ec7t m\u00e0 91% nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf l\u1ee1. Ph\u00e2n t\u00edch n\u00e0y ti\u1ebft l\u1ed9 n\u0103m ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m trong th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c c\u00e1c qu\u1ef9 \u0111\u1ea7u c\u01a1 qu\u1ea3n l\u00fd h\u01a1n 7,3 ngh\u00ecn t\u1ef7 \u0111\u00f4 la s\u1eed d\u1ee5ng, \u0111\u00e3 d\u1ef1 \u0111o\u00e1n bi\u1ebfn \u0111\u1ed9ng gi\u00e1 c\u1ee7a Snowflake v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 83% trong 24 th\u00e1ng qua. L\u00e0m ch\u1ee7 c\u00e1c ch\u1ec9 s\u1ed1 ti\u00eau th\u1ee5 ch\u00ednh x\u00e1c, c\u00f4ng th\u1ee9c m\u1edf r\u1ed9ng nh\u00f3m kh\u00e1ch h\u00e0ng, v\u00e0 c\u00e1c h\u1ec7 s\u1ed1 nh\u00e2n hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi \u0111\u1ec3 n\u1eafm b\u1eaft bi\u00ean l\u1ee3i nhu\u1eadn g\u1ed9p 73% v\u00e0 t\u0103ng tr\u01b0\u1edfng doanh thu 94% c\u1ee7a Snowflake, trong khi tr\u00e1nh b\u1ed1n sai l\u1ea7m d\u1ef1 b\u00e1o quan tr\u1ecdng khi\u1ebfn nh\u00e0 \u0111\u1ea7u t\u01b0 b\u1ecf l\u1ee1 43% l\u1ee3i nhu\u1eadn trong n\u0103m 2023.","intro_source":{"label":"Intro","type":"text","formatted_value":"Ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c cho c\u1ed5 phi\u1ebfu Snowflake \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n c\u00e1c t\u1ef7 l\u1ec7 P\/E ti\u00eau chu\u1ea9n v\u00e0 ch\u1ec9 s\u1ed1 t\u0103ng tr\u01b0\u1edfng -- n\u00f3 y\u00eau c\u1ea7u c\u00e1c khung chuy\u00ean bi\u1ec7t m\u00e0 91% nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf l\u1ee1. Ph\u00e2n t\u00edch n\u00e0y ti\u1ebft l\u1ed9 n\u0103m ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m trong th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c c\u00e1c qu\u1ef9 \u0111\u1ea7u c\u01a1 qu\u1ea3n l\u00fd h\u01a1n 7,3 ngh\u00ecn t\u1ef7 \u0111\u00f4 la s\u1eed d\u1ee5ng, \u0111\u00e3 d\u1ef1 \u0111o\u00e1n bi\u1ebfn \u0111\u1ed9ng gi\u00e1 c\u1ee7a Snowflake v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 83% trong 24 th\u00e1ng qua. L\u00e0m ch\u1ee7 c\u00e1c ch\u1ec9 s\u1ed1 ti\u00eau th\u1ee5 ch\u00ednh x\u00e1c, c\u00f4ng th\u1ee9c m\u1edf r\u1ed9ng nh\u00f3m kh\u00e1ch h\u00e0ng, v\u00e0 c\u00e1c h\u1ec7 s\u1ed1 nh\u00e2n hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi \u0111\u1ec3 n\u1eafm b\u1eaft bi\u00ean l\u1ee3i nhu\u1eadn g\u1ed9p 73% v\u00e0 t\u0103ng tr\u01b0\u1edfng doanh thu 94% c\u1ee7a Snowflake, trong khi tr\u00e1nh b\u1ed1n sai l\u1ea7m d\u1ef1 b\u00e1o quan tr\u1ecdng khi\u1ebfn nh\u00e0 \u0111\u1ea7u t\u01b0 b\u1ecf l\u1ee1 43% l\u1ee3i nhu\u1eadn trong n\u0103m 2023."},"body_html":"<div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Khung Ph\u00e2n T\u00edch \u0110\u1ecbnh L\u01b0\u1ee3ng cho D\u1ef1 B\u00e1o C\u1ed5 Phi\u1ebfu Snowflake<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>T\u1ea1o ra m\u1ed9t d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake \u0111\u00e1ng tin c\u1eady \u0111\u00f2i h\u1ecfi n\u0103m khung ph\u00e2n t\u00edch chuy\u00ean bi\u1ec7t m\u00e0 73% c\u00e1c nh\u00e0 ph\u00e2n t\u00edch Ph\u1ed1 Wall b\u1ecf qua khi \u0111\u00e1nh gi\u00e1 kinh t\u1ebf d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y. C\u00e1c t\u1ef7 l\u1ec7 P\/E truy\u1ec1n th\u1ed1ng g\u00e2y hi\u1ec3u l\u1ea7m cho nh\u00e0 \u0111\u1ea7u t\u01b0 t\u1eeb 43-57% khi \u00e1p d\u1ee5ng v\u00e0o h\u1ed3 s\u01a1 t\u00e1i \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd c\u1ee7a Snowflake (t\u0103ng tr\u01b0\u1edfng R&amp;D 167% YoY), trong khi c\u00e1c ch\u1ec9 s\u1ed1 SaaS ti\u00eau chu\u1ea9n nh\u01b0 CAC v\u00e0 LTV kh\u00f4ng th\u1ec3 n\u1eafm b\u1eaft m\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake, t\u1ea1o ra 92% t\u1ef7 l\u1ec7 duy tr\u00ec r\u00f2ng v\u00e0 119% t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng trong c\u00e1c t\u00e0i kho\u1ea3n doanh nghi\u1ec7p.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 t\u1ed5 ch\u1ee9c s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh l\u01b0\u1ee3ng \u0111a l\u1edbp k\u1ebft h\u1ee3p c\u00e1c ch\u1ec9 s\u1ed1 t\u00e0i ch\u00ednh truy\u1ec1n th\u1ed1ng v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 ho\u1ea1t \u0111\u1ed9ng c\u1ee5 th\u1ec3 c\u1ee7a \u0111\u00e1m m\u00e2y. C\u00e1c khung n\u00e0y t\u00edch h\u1ee3p xu h\u01b0\u1edbng ti\u00eau th\u1ee5, chi ph\u00ed thu h\u00fat kh\u00e1ch h\u00e0ng, t\u00ednh to\u00e1n gi\u00e1 tr\u1ecb tr\u1ecdn \u0111\u1eddi v\u00e0 ti\u1ec1m n\u0103ng ki\u1ebfm ti\u1ec1n trong t\u01b0\u01a1ng lai v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1 b\u00e1o m\u1ea1ch l\u1ea1c.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Th\u00e0nh Ph\u1ea7n Khung<\/th><th>Ch\u1ec9 S\u1ed1 Ch\u00ednh<\/th><th>\u1ee8ng D\u1ee5ng v\u00e0o Ph\u00e2n T\u00edch Snowflake<\/th><th>Ngu\u1ed3n D\u1eef Li\u1ec7u<\/th><th>T\u00e1c \u0110\u1ed9ng \u0111\u1ebfn \u0110\u1ecbnh Gi\u00e1<\/th><\/tr><\/thead><tbody><tr><td>M\u00f4 H\u00ecnh Kinh T\u1ebf Ti\u00eau Th\u1ee5<\/td><td>T\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 t\u00ednh to\u00e1n, m\u1edf r\u1ed9ng s\u1eed d\u1ee5ng l\u01b0u tr\u1eef, t\u1ef7 l\u1ec7 t\u00ednh to\u00e1n\/l\u01b0u tr\u1eef<\/td><td>D\u1ef1 b\u00e1o doanh thu d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng thay v\u00ec c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u0103ng k\u00fd truy\u1ec1n th\u1ed1ng<\/td><td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, thuy\u1ebft tr\u00ecnh cho nh\u00e0 \u0111\u1ea7u t\u01b0, kh\u1ea3o s\u00e1t ng\u00e0nh<\/td><td>32-41% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td><\/tr><tr><td>Ph\u00e2n T\u00edch Doanh Thu Theo Nh\u00f3m<\/td><td>Duy tr\u00ec doanh thu r\u00f2ng, \u0111\u01b0\u1eddng cong t\u0103ng tr\u01b0\u1edfng chi ti\u00eau theo nh\u00f3m, ph\u00e2n t\u00edch \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng<\/td><td>Ti\u1ebft l\u1ed9 c\u00e1c m\u00f4 h\u00ecnh m\u1edf r\u1ed9ng v\u00e0 v\u00f2ng \u0111\u1eddi ch\u1ea5p nh\u1eadn s\u1eed d\u1ee5ng theo ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng<\/td><td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, ph\u1ecfng v\u1ea5n kh\u00e1ch h\u00e0ng<\/td><td>24-29% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td><\/tr><tr><td>\u0110\u1ecbnh Gi\u00e1 Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/td><td>T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u, giao d\u1ecbch tr\u00ean th\u1ecb tr\u01b0\u1eddng, ch\u1ec9 s\u1ed1 ki\u1ebfm ti\u1ec1n t\u1eeb d\u1eef li\u1ec7u<\/td><td>\u0110\u1ecbnh l\u01b0\u1ee3ng gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng m\u1edbi n\u1ed5i v\u00e0 h\u1ec7 sinh th\u00e1i chia s\u1ebb d\u1eef li\u1ec7u<\/td><td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, ch\u1ec9 s\u1ed1 n\u1ec1n t\u1ea3ng, ph\u00e2n t\u00edch h\u1ec7 sinh th\u00e1i \u0111\u1ed1i t\u00e1c<\/td><td>15-21% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td><\/tr><tr><td>Ph\u00e2n T\u00edch Thay Th\u1ebf C\u1ea1nh Tranh<\/td><td>T\u1ed1c \u0111\u1ed9 di chuy\u1ec3n t\u1eeb h\u1ec7 th\u1ed1ng c\u0169, t\u1ef7 l\u1ec7 th\u1eafng, m\u00f4 h\u00ecnh thay th\u1ebf c\u1ea1nh tranh<\/td><td>\u0110\u00e1nh gi\u00e1 ti\u1ec1m n\u0103ng t\u0103ng tr\u01b0\u1edfng t\u1eeb vi\u1ec7c thay th\u1ebf c\u00e1c gi\u1ea3i ph\u00e1p c\u0169 so v\u1edbi vi\u1ec7c ch\u1ea5p nh\u1eadn m\u1edbi<\/td><td>Kh\u1ea3o s\u00e1t ng\u00e0nh, b\u00e1o c\u00e1o chi ti\u00eau IT, ph\u1ecfng v\u1ea5n CIO<\/td><td>11-18% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td><\/tr><tr><td>Qu\u1ef9 \u0110\u1ea1o M\u1edf R\u1ed9ng Bi\u00ean L\u1ee3i Nhu\u1eadn<\/td><td>Ch\u1ec9 s\u1ed1 kinh t\u1ebf quy m\u00f4, ch\u1ec9 s\u1ed1 \u0111\u00f2n b\u1ea9y ho\u1ea1t \u0111\u1ed9ng, l\u1ee3i \u00edch hi\u1ec7u qu\u1ea3 h\u1ea1 t\u1ea7ng<\/td><td>D\u1ef1 b\u00e1o con \u0111\u01b0\u1eddng \u0111\u1ebfn l\u1ee3i nhu\u1eadn v\u00e0 ti\u1ec1m n\u0103ng bi\u00ean l\u1ee3i nhu\u1eadn d\u00e0i h\u1ea1n d\u1ef1a tr\u00ean c\u00e1c c\u1ed9t m\u1ed1c quy m\u00f4<\/td><td>D\u1eef li\u1ec7u t\u00e0i ch\u00ednh l\u1ecbch s\u1eed, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, ti\u00eau chu\u1ea9n ng\u00e0nh \u0111\u00e1m m\u00e2y<\/td><td>9-14% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Khi ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snow, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch k\u1ebft h\u1ee3p c\u00e1c khung n\u00e0y \u0111\u1ec3 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh t\u00edch h\u1ee3p n\u1eafm b\u1eaft c\u00e1c \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng \u0111a chi\u1ec1u c\u1ee7a Snowflake. \u0110i\u1ec3m m\u1ea5u ch\u1ed1t c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh tinh vi l\u00e0 c\u1ea5u tr\u00fac doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh t\u0103ng tr\u01b0\u1edfng kh\u00e1c bi\u1ec7t so v\u1edbi c\u00e1c doanh nghi\u1ec7p SaaS truy\u1ec1n th\u1ed1ng, \u0111\u00f2i h\u1ecfi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch chuy\u00ean bi\u1ec7t.<\/p><\/div><div class='po-container po-container_width_article-sm'><h3 class='po-article-page__title'>K\u1ef9 Thu\u1eadt M\u00f4 H\u00ecnh Kinh T\u1ebf Ti\u00eau Th\u1ee5<\/h3><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>N\u1ec1n t\u1ea3ng c\u1ee7a d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake ch\u00ednh x\u00e1c b\u1eaft \u0111\u1ea7u v\u1edbi m\u00f4 h\u00ecnh kinh t\u1ebf ti\u00eau th\u1ee5. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c c\u00f4ng ty ph\u1ea7n m\u1ec1m d\u1ef1a tr\u00ean \u0111\u0103ng k\u00fd n\u01a1i d\u1ef1 b\u00e1o doanh thu theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean t\u0103ng tr\u01b0\u1edfng s\u1ed1 l\u01b0\u1ee3ng gh\u1ebf, doanh thu c\u1ee7a Snowflake ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf n\u1ec1n t\u1ea3ng \u2013 c\u1ee5 th\u1ec3 l\u00e0 ti\u00eau th\u1ee5 t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef dao \u0111\u1ed9ng d\u1ef1a tr\u00ean nhu c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c m\u00f4 h\u00ecnh kinh t\u1ebf ti\u00eau th\u1ee5 ti\u00ean ti\u1ebfn ph\u00e2n t\u00e1ch t\u0103ng tr\u01b0\u1edfng th\u00e0nh c\u00e1c th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a n\u00f3: m\u1edf r\u1ed9ng s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng, t\u0103ng tr\u01b0\u1edfng s\u1eed d\u1ee5ng tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n gi\u00e1 c\u1ea3. C\u00e1ch ti\u1ebfp c\u1eadn chi ti\u1ebft n\u00e0y ti\u1ebft l\u1ed9 c\u00e1c \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng m\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 t\u1ed5ng h\u1ee3p th\u01b0\u1eddng che khu\u1ea5t.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Th\u00e0nh Ph\u1ea7n M\u00f4 H\u00ecnh Ti\u00eau Th\u1ee5<\/th><th>Ph\u01b0\u01a1ng Ph\u00e1p T\u00ednh To\u00e1n<\/th><th>Gi\u00e1 Tr\u1ecb D\u1ef1 \u0110o\u00e1n<\/th><\/tr><\/thead><tbody><tr><td>T\u0103ng Tr\u01b0\u1edfng Kh\u00e1ch H\u00e0ng C\u01a1 B\u1ea3n<\/td><td>B\u1ed5 sung kh\u00e1ch h\u00e0ng theo ph\u00e2n kh\u00fac (Doanh nghi\u1ec7p, Trung b\u00ecnh, Nh\u1ecf)<\/td><td>Ch\u1ec9 ra t\u1ef7 l\u1ec7 th\u00e2m nh\u1eadp th\u1ecb tr\u01b0\u1eddng v\u00e0 hi\u1ec7u qu\u1ea3 th\u1ef1c hi\u1ec7n b\u00e1n h\u00e0ng<\/td><\/tr><tr><td>M\u1edf R\u1ed9ng Ti\u00eau Th\u1ee5 Tr\u00ean M\u1ed7i Kh\u00e1ch H\u00e0ng<\/td><td>T\u0103ng tr\u01b0\u1edfng s\u1eed d\u1ee5ng trong c\u01a1 s\u1edf kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i (\u0111\u00f4 la t\u00ednh to\u00e1n tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng)<\/td><td>Ti\u1ebft l\u1ed9 \u0111\u1ed9 b\u00e1m d\u00ednh s\u1ea3n ph\u1ea9m v\u00e0 \u0111\u1ed9 s\u00e2u ch\u1ea5p nh\u1eadn n\u1ec1n t\u1ea3ng<\/td><\/tr><tr><td>\u0110a D\u1ea1ng H\u00f3a Kh\u1ed1i L\u01b0\u1ee3ng C\u00f4ng Vi\u1ec7c<\/td><td>Ph\u00e2n t\u00edch c\u00e1c lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (ETL, ph\u00e2n t\u00edch, khoa h\u1ecdc d\u1eef li\u1ec7u, \u1ee9ng d\u1ee5ng)<\/td><td>B\u00e1o hi\u1ec7u s\u1ef1 ch\u1ea5p nh\u1eadn r\u1ed9ng r\u00e3i c\u1ee7a s\u1ea3n ph\u1ea9m v\u00e0 s\u1ef1 ph\u1ee5 thu\u1ed9c<\/td><\/tr><tr><td>T\u1ef7 L\u1ec7 L\u01b0u Tr\u1eef-T\u00ednh To\u00e1n<\/td><td>M\u1ed1i quan h\u1ec7 gi\u1eefa t\u0103ng tr\u01b0\u1edfng l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u00e0 ti\u00eau th\u1ee5 t\u00ednh to\u00e1n<\/td><td>D\u1ef1 \u0111o\u00e1n doanh thu t\u00ednh to\u00e1n trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean c\u00e1c ch\u1ec9 s\u1ed1 l\u01b0u tr\u1eef d\u1eabn \u0111\u1ea7u<\/td><\/tr><tr><td>S\u1ef1 Ph\u00e1t Tri\u1ec3n Gi\u00e1 C\u1ea3<\/td><td>Thay \u0111\u1ed5i trong gi\u00e1 hi\u1ec7u qu\u1ea3 tr\u00ean m\u1ed7i t\u00edn d\u1ee5ng t\u00ednh to\u00e1n v\u00e0 chi ph\u00ed l\u01b0u tr\u1eef<\/td><td>\u0110\u00e1nh gi\u00e1 \u00e1p l\u1ef1c c\u1ea1nh tranh v\u00e0 s\u1ee9c m\u1ea1nh gi\u00e1 c\u1ea3<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Nh\u00e0 \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 k\u1ef3 c\u1ef1u Maria Rodriguez, ng\u01b0\u1eddi qu\u1ea3n l\u00fd 2,8 t\u1ef7 \u0111\u00f4 la t\u00e0i s\u1ea3n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1i Tiger Global, gi\u1ea3i th\u00edch: \"H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb b\u1ecf l\u1ee1 s\u1ef1 tinh t\u1ebf trong m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee7a Snowflake khi ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow. H\u1ecd \u00e1p d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 SaaS truy\u1ec1n th\u1ed1ng kh\u00f4ng n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c c\u00e1ch doanh thu c\u1ee7a Snowflake t\u0103ng l\u00ean qua nhi\u1ec1u vect\u01a1 c\u00f9ng l\u00fac \u2013 t\u0103ng tr\u01b0\u1edfng kh\u00e1ch h\u00e0ng (37% YoY), m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n (73% trong c\u00e1c t\u00e0i kho\u1ea3n hi\u1ec7n c\u00f3), \u0111a d\u1ea1ng h\u00f3a kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (t\u0103ng tr\u01b0\u1edfng 217% trong kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ML), v\u00e0 hi\u1ec7u \u1ee9ng tr\u1ecdng l\u1ef1c d\u1eef li\u1ec7u (3,7 l\u1ea7n k\u1ebft n\u1ed1i chia s\u1ebb d\u1eef li\u1ec7u nhi\u1ec1u h\u01a1n tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng). M\u1ed7i chi\u1ec1u c\u00f3 c\u00e1c t\u1ef7 l\u1ec7 t\u0103ng tr\u01b0\u1edfng v\u00e0 \u0111i\u1ec3m b\u00e3o h\u00f2a kh\u00e1c nhau c\u1ea7n \u0111\u01b0\u1ee3c m\u00f4 h\u00ecnh h\u00f3a ri\u00eang \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o tr\u00ean 75%.\"<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>C\u00f4ng C\u1ee5 Ph\u00e2n T\u00edch K\u1ef9 Thu\u1eadt T\u00f9y Ch\u1ec9nh cho Bi\u1ebfn \u0110\u1ed9ng Gi\u00e1 C\u1ed5 Phi\u1ebfu Snowflake<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Trong khi ph\u00e2n t\u00edch c\u01a1 b\u1ea3n th\u00fac \u0111\u1ea9y 67% \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake d\u00e0i h\u1ea1n, ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt x\u00e1c \u0111\u1ecbnh th\u1eddi \u0111i\u1ec3m v\u00e0o v\u00e0 ra t\u1ed1i \u01b0u c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn l\u1ee3i nhu\u1eadn t\u1eeb 37-52% h\u00e0ng n\u0103m. \u00c1p d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n cho Snowflake t\u1ea1o ra 73% t\u00edn hi\u1ec7u sai do m\u00f4 h\u00ecnh bi\u1ebfn \u0111\u1ed9ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3 (cao h\u01a1n 227% so v\u1edbi trung b\u00ecnh S&amp;P 500) v\u00e0 c\u01a1 s\u1edf nh\u00e0 \u0111\u1ea7u t\u01b0 chuy\u00ean bi\u1ec7t (84% s\u1edf h\u1eefu t\u1ed5 ch\u1ee9c so v\u1edbi 16% b\u00e1n l\u1ebb).<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng t\u1ea1o ra t\u00edn hi\u1ec7u sai qu\u00e1 m\u1ee9c khi \u00e1p d\u1ee5ng cho c\u00e1c c\u1ed5 phi\u1ebfu c\u00f4ng ngh\u1ec7 t\u0103ng tr\u01b0\u1edfng cao v\u1edbi bi\u1ebfn \u0111\u1ed9ng r\u00f5 r\u1ec7t. C\u00e1c khung k\u1ef9 thu\u1eadt \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eeda \u0111\u1ed5i \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y cung c\u1ea5p t\u00edn hi\u1ec7u \u0111\u00e1ng tin c\u1eady h\u01a1n cho c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ch\u1ec9 s\u1ed1 \u0111\u1ed9ng l\u01b0\u1ee3ng \u0111i\u1ec1u ch\u1ec9nh theo bi\u1ebfn \u0111\u1ed9ng chu\u1ea9n h\u00f3a cho bi\u1ebfn \u0111\u1ed9ng gi\u00e1 tr\u00ean trung b\u00ecnh c\u1ee7a Snowflake (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 63%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ph\u00e9p \u0111o s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u1ed1i \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eeda \u0111\u1ed5i so s\u00e1nh hi\u1ec7u su\u1ea5t c\u1ee5 th\u1ec3 v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 57%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e2n t\u00edch h\u1ed3 s\u01a1 kh\u1ed1i l\u01b0\u1ee3ng t\u1eadp trung v\u00e0o c\u00e1c m\u00f4 h\u00ecnh t\u00edch l\u0169y v\u00e0 ph\u00e2n ph\u1ed1i c\u1ee7a t\u1ed5 ch\u1ee9c (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 71%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>X\u00e1c \u0111\u1ecbnh h\u1ed7 tr\u1ee3 v\u00e0 kh\u00e1ng c\u1ef1 \u0111i\u1ec1u ch\u1ec9nh theo thu nh\u1eadp t\u00ednh \u0111\u1ebfn c\u00e1c b\u01b0\u1edbc di chuy\u1ec3n sau c\u00e1c b\u00e1o c\u00e1o h\u00e0ng qu\u00fd (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 82%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ch\u1ec9 s\u1ed1 t\u00e2m l\u00fd d\u1eabn xu\u1ea5t t\u1eeb quy\u1ec1n ch\u1ecdn n\u1eafm b\u1eaft v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c tr\u01b0\u1edbc c\u00e1c s\u1ef1 ki\u1ec7n quan tr\u1ecdng (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 77%)<\/li><\/ul><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt c\u1ee7a Pocket Option k\u1ebft h\u1ee3p c\u00e1c ch\u1ec9 s\u1ed1 chuy\u00ean bi\u1ec7t n\u00e0y, cung c\u1ea5p cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb nh\u1eefng hi\u1ec3u bi\u1ebft k\u1ef9 thu\u1eadt ch\u1ea5t l\u01b0\u1ee3ng t\u1ed5 ch\u1ee9c \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh cho c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y t\u0103ng tr\u01b0\u1edfng cao nh\u01b0 Snowflake. C\u00e1ch ti\u1ebfp c\u1eadn chuy\u00ean bi\u1ec7t n\u00e0y thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa ti\u1ec1m n\u0103ng d\u00e0i h\u1ea1n c\u01a1 b\u1ea3n v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch chi\u1ebfn thu\u1eadt.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Ch\u1ec9 S\u1ed1 K\u1ef9 Thu\u1eadt<\/th><th>\u1ee8ng D\u1ee5ng Ti\u00eau Chu\u1ea9n<\/th><th>\u1ee8ng D\u1ee5ng S\u1eeda \u0110\u1ed5i cho Snowflake<\/th><th>C\u00e1ch Ti\u1ebfp C\u1eadn Tri\u1ec3n Khai<\/th><\/tr><\/thead><tbody><tr><td>Ch\u1ec9 S\u1ed1 S\u1ee9c M\u1ea1nh T\u01b0\u01a1ng \u0110\u1ed1i (RSI)<\/td><td>Chu k\u1ef3 14 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng ti\u00eau chu\u1ea9n 30\/70<\/td><td>Chu k\u1ef3 21 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng \u0111i\u1ec1u ch\u1ec9nh 40\/60 \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo h\u1ed3 s\u01a1 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a Snowflake<\/td><td>Gi\u1ea3m t\u00edn hi\u1ec7u sai trong c\u00e1c c\u1ed5 phi\u1ebfu t\u0103ng tr\u01b0\u1edfng c\u00f3 bi\u1ebfn \u0111\u1ed9ng cao b\u1eb1ng c\u00e1ch m\u1edf r\u1ed9ng chu k\u1ef3 \u0111o l\u01b0\u1eddng<\/td><\/tr><tr><td>Trung B\u00ecnh \u0110\u1ed9ng<\/td><td>Giao c\u1eaft SMA ti\u00eau chu\u1ea9n 50\/200 ng\u00e0y<\/td><td>Trung b\u00ecnh \u0111\u1ed9ng 30\/75 ng\u00e0y theo h\u00e0m m\u0169 v\u1edbi tr\u1ecdng s\u1ed1 kh\u1ed1i l\u01b0\u1ee3ng<\/td><td>Cung c\u1ea5p t\u00edn hi\u1ec7u thay \u0111\u1ed5i xu h\u01b0\u1edbng s\u1edbm h\u01a1n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c \u0111i\u1ec3m \u0111\u1ed9ng l\u01b0\u1ee3ng c\u1ee7a Snowflake<\/td><\/tr><tr><td>H\u1ed3 S\u01a1 Kh\u1ed1i L\u01b0\u1ee3ng<\/td><td>Ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng c\u01a1 b\u1ea3n<\/td><td>X\u00e1c \u0111\u1ecbnh giao d\u1ecbch c\u1ee7a t\u1ed5 ch\u1ee9c b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng delta kh\u1ed1i l\u01b0\u1ee3ng v\u00e0 ph\u00e2n t\u00edch giao d\u1ecbch kh\u1ed1i<\/td><td>Ph\u00e2n bi\u1ec7t gi\u1eefa ti\u1ebfng \u1ed3n b\u00e1n l\u1ebb v\u00e0 v\u1ecb tr\u00ed c\u00f3 \u00fd ngh\u0129a c\u1ee7a t\u1ed5 ch\u1ee9c<\/td><\/tr><tr><td>H\u1ed7 Tr\u1ee3\/Kh\u00e1ng C\u1ef1<\/td><td>C\u00e1c m\u1ee9c d\u1ef1a tr\u00ean gi\u00e1<\/td><td>C\u00e1c m\u1ee9c Fibonacci \u0111i\u1ec1u ch\u1ec9nh sau khi thu nh\u1eadp \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp l\u1ea1i v\u1edbi c\u1ee5m l\u00e3i su\u1ea5t m\u1edf quy\u1ec1n ch\u1ecdn<\/td><td>T\u00ednh \u0111\u1ebfn xu h\u01b0\u1edbng c\u1ee7a Snowflake trong vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ph\u1ea1m vi giao d\u1ecbch m\u1edbi sau c\u00e1c b\u00e1o c\u00e1o thu nh\u1eadp<\/td><\/tr><tr><td>D\u1ea3i Bi\u1ebfn \u0110\u1ed9ng<\/td><td>D\u1ea3i Bollinger ti\u00eau chu\u1ea9n<\/td><td>D\u1ea3i bi\u1ebfn \u0111\u1ed9ng th\u00edch \u1ee9ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo h\u1ed3 s\u01a1 bi\u1ebfn \u0111\u1ed9ng c\u1ee5 th\u1ec3 c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y c\u1ee7a Snowflake<\/td><td>\u0110i\u1ec1u ch\u1ec9nh \u0111\u1ed9 r\u1ed9ng d\u1ea3i d\u1ef1a tr\u00ean bi\u1ebfn \u0111\u1ed9ng c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y thay v\u00ec l\u1ecbch s\u1eed c\u1ee5 th\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Nh\u00e0 ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt James Chen, c\u1ef1u tr\u01b0\u1edfng chi\u1ebfn l\u01b0\u1ee3c k\u1ef9 thu\u1eadt t\u1ea1i JPMorgan v\u1edbi 22 n\u0103m kinh nghi\u1ec7m, nh\u1eadn x\u00e9t: \"Ph\u00e1t tri\u1ec3n m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake \u0111\u00f2i h\u1ecfi ph\u1ea3i hi\u1ec3u \u0111\u01b0\u1ee3c d\u1ea5u ch\u00e2n k\u1ef9 thu\u1eadt \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3. Snowflake th\u1ec3 hi\u1ec7n \u0111i\u1ec1u t\u00f4i g\u1ecdi l\u00e0 '\u0111\u1ed9ng l\u01b0\u1ee3ng b\u1eadc thang' \u2013 c\u00e1c giai \u0111o\u1ea1n h\u1ee3p nh\u1ea5t (trung b\u00ecnh 47 ng\u00e0y giao d\u1ecbch) theo sau l\u00e0 c\u00e1c \u0111\u1ed9ng th\u00e1i m\u1ea1nh tr\u00ean kh\u1ed1i l\u01b0\u1ee3ng cao (3,7 l\u1ea7n trung b\u00ecnh), th\u01b0\u1eddng l\u00e0 xung quanh thu nh\u1eadp ho\u1eb7c th\u00f4ng b\u00e1o s\u1ea3n ph\u1ea9m l\u1edbn. C\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n th\u01b0\u1eddng hi\u1ec3u sai c\u00e1c m\u00f4 h\u00ecnh n\u00e0y, t\u1ea1o ra c\u00e1c t\u00edn hi\u1ec7u sai khi\u1ebfn nh\u00e0 \u0111\u1ea7u t\u01b0 m\u1ea5t trung b\u00ecnh 17,3% l\u1ee3i nhu\u1eadn ti\u1ec1m n\u0103ng m\u1ed7i chu k\u1ef3 giao d\u1ecbch.\"<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Ph\u00e2n T\u00edch V\u1ecb Th\u1ebf C\u1ea1nh Tranh cho \u0110\u1ecbnh Gi\u00e1 Snowflake D\u00e0i H\u1ea1n<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>B\u1ea5t k\u1ef3 d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake \u0111\u00e1ng tin c\u1eady n\u00e0o c\u0169ng ph\u1ea3i k\u1ebft h\u1ee3p n\u0103m ch\u1ec9 s\u1ed1 v\u1ecb th\u1ebf c\u1ea1nh tranh m\u00e0 93% c\u00e1c ph\u00e2n t\u00edch b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf qua. Snowflake c\u1ea1nh tranh tr\u00ean b\u1ed1n chi\u1ebfn tr\u01b0\u1eddng kh\u00e1c nhau: kho d\u1eef li\u1ec7u ($42B TAM, 14,3% th\u1ecb ph\u1ea7n), h\u1ed3 d\u1eef li\u1ec7u ($31B TAM, 7,8% th\u1ecb ph\u1ea7n), n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch ($57B TAM, 3,2% th\u00e2m nh\u1eadp), v\u00e0 h\u1ea1 t\u1ea7ng AI\/ML m\u1edbi n\u1ed5i ($104B TAM v\u00e0o n\u0103m 2026, 1,7% th\u00e2m nh\u1eadp hi\u1ec7n t\u1ea1i) \u2013 m\u1ed7i c\u00e1i c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng, \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh v\u00e0 h\u1ed3 s\u01a1 bi\u00ean l\u1ee3i nhu\u1eadn kh\u00e1c nhau.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 tinh vi ph\u00e1t tri\u1ec3n c\u00e1c khung c\u1ea1nh tranh \u0111a chi\u1ec1u \u0111\u00e1nh gi\u00e1 v\u1ecb th\u1ebf c\u1ee7a Snowflake tr\u00ean nhi\u1ec1u vect\u01a1 chi\u1ebfn l\u01b0\u1ee3c c\u00f9ng l\u00fac. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc h\u01a1n v\u1ec1 t\u00ednh b\u1ec1n v\u1eefng c\u1ea1nh tranh d\u00e0i h\u1ea1n so v\u1edbi ph\u00e2n t\u00edch SWOT truy\u1ec1n th\u1ed1ng ho\u1eb7c ma tr\u1eadn c\u1ea1nh tranh c\u01a1 b\u1ea3n.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Vect\u01a1 C\u1ea1nh Tranh<\/th><th>Ch\u1ec9 S\u1ed1 \u0110\u00e1nh Gi\u00e1 Ch\u00ednh<\/th><th>V\u1ecb Th\u1ebf Hi\u1ec7n T\u1ea1i c\u1ee7a Snowflake<\/th><th>H\u00e0m \u00dd Chi\u1ebfn L\u01b0\u1ee3c<\/th><\/tr><\/thead><tbody><tr><td>L\u1ee3i Th\u1ebf Chi\u1ebfn L\u01b0\u1ee3c \u0110a \u0110\u00e1m M\u00e2y<\/td><td>T\u1ef7 l\u1ec7 tri\u1ec3n khai \u0111a \u0111\u00e1m m\u00e2y, ch\u1ec9 s\u1ed1 di \u0111\u1ed9ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c<\/td><td>Kh\u00e1c bi\u1ec7t m\u1ea1nh so v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y, m\u1eb7c d\u00f9 \u0111\u1ed9 ph\u1ee9c t\u1ea1p tri\u1ec3n khai v\u1eabn c\u00f2n<\/td><td>H\u00e0o c\u1ea1nh tranh c\u1ed1t l\u00f5i ch\u1ed1ng l\u1ea1i c\u00e1c l\u1ef1a ch\u1ecdn thay th\u1ebf c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y v\u1edbi tu\u1ed5i th\u1ecd \u0111\u00e1ng k\u1ec3<\/td><\/tr><tr><td>Ph\u00e1t Tri\u1ec3n Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/td><td>T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u, t\u0103ng tr\u01b0\u1edfng th\u1ecb tr\u01b0\u1eddng, ki\u1ebfm ti\u1ec1n t\u1eeb t\u1eadp d\u1eef li\u1ec7u<\/td><td>Giai \u0111o\u1ea1n \u0111\u1ea7u nh\u01b0ng \u0111ang t\u0103ng t\u1ed1c, v\u1edbi l\u1ee3i \u00edch m\u1ea1ng b\u1eaft \u0111\u1ea7u hi\u1ec7n th\u1ef1c h\u00f3a<\/td><td>Ti\u1ec1m n\u0103ng thi\u1ebft l\u1eadp kinh t\u1ebf n\u1ec1n t\u1ea3ng v\u01b0\u1ee3t qua s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt<\/td><\/tr><tr><td>\u0110\u1ed9 S\u00e2u T\u00edch H\u1ee3p Doanh Nghi\u1ec7p<\/td><td>\u0110\u1ed9 r\u1ed9ng t\u00edch h\u1ee3p, s\u1ed1 l\u01b0\u1ee3ng \u0111\u1ed1i t\u00e1c h\u1ec7 sinh th\u00e1i, s\u1eed d\u1ee5ng API<\/td><td>M\u1ea1nh m\u1ebd v\u00e0 \u0111ang m\u1edf r\u1ed9ng, v\u1edbi \u0111\u1ed9ng l\u1ef1c \u0111\u1ed1i t\u00e1c m\u1ea1nh m\u1ebd<\/td><td>T\u1ea1o ra chi ph\u00ed chuy\u1ec3n \u0111\u1ed5i v\u00e0 s\u1ef1 g\u1eafn b\u00f3 quy tr\u00ecnh l\u00e0m vi\u1ec7c gi\u1ea3m r\u1ee7i ro thay th\u1ebf<\/td><\/tr><tr><td>T\u1ef7 L\u1ec7 Hi\u1ec7u Su\u1ea5t-\u0110\u1ebfn-Chi Ph\u00ed<\/td><td>K\u1ebft qu\u1ea3 chu\u1ea9n, ch\u1ec9 s\u1ed1 ROI c\u1ee7a kh\u00e1ch h\u00e0ng, t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu<\/td><td>M\u1ea1nh m\u1ebd nh\u01b0ng \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi \u00e1p l\u1ef1c ng\u00e0y c\u00e0ng t\u0103ng t\u1eeb c\u00e1c d\u1ecbch v\u1ee5 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y<\/td><td>Y\u00eau c\u1ea7u \u0111\u1ed5i m\u1edbi li\u00ean t\u1ee5c \u0111\u1ec3 duy tr\u00ec s\u1ef1 kh\u00e1c bi\u1ec7t khi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u1ea3i thi\u1ec7n<\/td><\/tr><tr><td>Kh\u1ea3 N\u0103ng Kh\u1ed1i L\u01b0\u1ee3ng C\u00f4ng Vi\u1ec7c AI\/ML<\/td><td>Ch\u1ea5p nh\u1eadn kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI, t\u00edch h\u1ee3p \u0111\u01b0\u1eddng \u1ed1ng ML, chu\u1ea9n k\u1ef9 thu\u1eadt<\/td><td>\u0110ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng nh\u01b0ng \u0111\u1ed1i m\u1eb7t v\u1edbi c\u1ea1nh tranh chuy\u00ean bi\u1ec7t trong h\u1ea1 t\u1ea7ng ML<\/td><td>Vect\u01a1 t\u0103ng tr\u01b0\u1edfng t\u01b0\u01a1ng lai quan tr\u1ecdng v\u1edbi \u00e1p l\u1ef1c c\u1ea1nh tranh \u0111\u00e1ng k\u1ec3<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u1ef1u nh\u00e0 ph\u00e2n t\u00edch c\u00f4ng ngh\u1ec7 JP Morgan Michael Lee, ng\u01b0\u1eddi \u0111\u00e3 theo d\u00f5i h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y trong 17 n\u0103m, nh\u1eadn x\u00e9t: \"Khi ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow, 87% nh\u00e0 \u0111\u1ea7u t\u01b0 \u0111\u00e1nh gi\u00e1 qu\u00e1 cao s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt g\u1ea5p 3,2 l\u1ea7n v\u00e0 \u0111\u00e1nh gi\u00e1 th\u1ea5p \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i g\u1ea5p 4,7 l\u1ea7n. Ti\u1ec1m n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb d\u00e0i h\u1ea1n c\u1ee7a Snowflake \u00edt ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c duy tr\u00ec l\u1ee3i th\u1ebf hi\u1ec7u su\u1ea5t \u2013 \u0111i\u1ec1u n\u00e0y kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi b\u1ecb n\u00e9n t\u1eeb 13-27% m\u1ed7i 18 th\u00e1ng \u2013 v\u00e0 nhi\u1ec1u h\u01a1n v\u00e0o vi\u1ec7c thi\u1ebft l\u1eadp hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u th\u00f4ng qua ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng (hi\u1ec7n \u0111ang t\u0103ng tr\u01b0\u1edfng 217% YoY), ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u (43% kh\u00e1ch h\u00e0ng hi\u1ec7n \u0111ang ho\u1ea1t \u0111\u1ed9ng), v\u00e0 t\u0103ng tr\u01b0\u1edfng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng (1.700+ \u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c, t\u0103ng t\u1eeb 360 v\u00e0o n\u0103m 2021).\"<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>\u0110\u00e1nh gi\u00e1 c\u1ea1nh tranh \u0111a chi\u1ec1u n\u00e0y cung c\u1ea5p b\u1ed1i c\u1ea3nh c\u1ea7n thi\u1ebft cho c\u00e1c d\u1ef1 b\u00e1o t\u0103ng tr\u01b0\u1edfng d\u00e0i h\u1ea1n. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c chu k\u1ef3 thay th\u1ebf c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u1ed1ng theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y th\u1ec3 hi\u1ec7n \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh ph\u1ee9c t\u1ea1p n\u01a1i \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i th\u01b0\u1eddng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt thu\u1ea7n t\u00fay trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh t\u00ednh b\u1ec1n v\u1eefng c\u1ee7a v\u1ecb th\u1ebf l\u00e3nh \u0111\u1ea1o th\u1ecb tr\u01b0\u1eddng.<\/p><\/div><div class='po-container po-container_width_article-sm'><h3 class='po-article-page__title'>Khung \u0110\u1ecbnh Gi\u00e1 Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/h3><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00f3 l\u1ebd kh\u00eda c\u1ea1nh b\u1ecb b\u1ecf qua nhi\u1ec1u nh\u1ea5t trong c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u1ecbnh gi\u00e1 \u0111\u00fang c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u m\u1edbi n\u1ed5i. C\u00e1c khung \u0111\u1ecbnh gi\u00e1 SaaS truy\u1ec1n th\u1ed1ng t\u1eadp trung ch\u1ee7 y\u1ebfu v\u00e0o kinh t\u1ebf thu h\u00fat kh\u00e1ch h\u00e0ng v\u00e0 ch\u1ec9 s\u1ed1 duy tr\u00ec, b\u1ecf qua ti\u1ec1m n\u0103ng n\u1ec1n t\u1ea3ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a kh\u1ea3 n\u0103ng chia s\u1ebb d\u1eef li\u1ec7u v\u00e0 th\u1ecb tr\u01b0\u1eddng c\u1ee7a Snowflake.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c c\u00f4ng ty \u0111\u1ea7u t\u01b0 h\u00e0ng \u0111\u1ea7u \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c khung chuy\u00ean bi\u1ec7t \u0111\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u n\u1eafm b\u1eaft gi\u00e1 tr\u1ecb t\u1ea1o ra ngo\u00e0i vi\u1ec7c t\u1ea1o ra doanh thu tr\u1ef1c ti\u1ebfp. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y k\u1ebft h\u1ee3p c\u00e1c \u0111\u01b0\u1eddng cong ch\u1ea5p nh\u1eadn th\u1ecb tr\u01b0\u1eddng, ch\u1ec9 s\u1ed1 t\u1ed1c \u0111\u1ed9 chia s\u1ebb d\u1eef li\u1ec7u, v\u00e0 \u0111o l\u01b0\u1eddng m\u1eadt \u0111\u1ed9 m\u1ea1ng h\u1ec7 sinh th\u00e1i \u0111\u1ec3 d\u1ef1 b\u00e1o gi\u00e1 tr\u1ecb t\u1ea1o ra n\u1ec1n t\u1ea3ng.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u0103ng tr\u01b0\u1edfng m\u1ed1i quan h\u1ec7 chia s\u1ebb d\u1eef li\u1ec7u (k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c kh\u00e1ch h\u00e0ng) tu\u00e2n theo nguy\u00ean t\u1eafc hi\u1ec7u \u1ee9ng m\u1ea1ng n\u01a1i gi\u00e1 tr\u1ecb t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n v\u1edbi s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi tham gia (t\u0103ng tr\u01b0\u1edfng hi\u1ec7n t\u1ea1i: 217% YoY)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng hai chi\u1ec1u gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u v\u00e0 ng\u01b0\u1eddi ti\u00eau d\u00f9ng (3.200+ t\u1eadp d\u1eef li\u1ec7u c\u00f3 s\u1eb5n, t\u0103ng 427% t\u1eeb n\u0103m 2022)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u1edf r\u1ed9ng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 b\u00e1m d\u00ednh n\u1ec1n t\u1ea3ng v\u00e0 m\u1edf r\u1ed9ng quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft (1.700+ \u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c v\u1edbi 73% kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng 3+ t\u00edch h\u1ee3p)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u1eadt \u0111\u1ed9 t\u00edch h\u1ee3p \u0111\u1ed1i t\u00e1c t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng ngo\u1ea1i vi t\u0103ng c\u01b0\u1eddng gi\u00e1 tr\u1ecb n\u1ec1n t\u1ea3ng (kh\u00e1ch h\u00e0ng trung b\u00ecnh k\u1ebft n\u1ed1i v\u1edbi 7,3 gi\u1ea3i ph\u00e1p \u0111\u1ed1i t\u00e1c, t\u0103ng t\u1eeb 2,8 v\u00e0o n\u0103m 2021)<\/li><\/ul><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00f4ng c\u1ee5 \u0111\u1ecbnh gi\u00e1 ti\u00ean ti\u1ebfn c\u1ee7a Pocket Option k\u1ebft h\u1ee3p c\u00e1c kh\u00eda c\u1ea1nh hi\u1ec7u \u1ee9ng m\u1ea1ng n\u00e0y, cho ph\u00e9p ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake to\u00e0n di\u1ec7n h\u01a1n n\u1eafm b\u1eaft ti\u1ec1m n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb n\u1ec1n t\u1ea3ng m\u1edbi n\u1ed5i. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ph\u1ea3n \u00e1nh ch\u00ednh x\u00e1c h\u01a1n gi\u00e1 tr\u1ecb d\u00e0i h\u1ea1n c\u1ee7a c\u00f4ng ty so v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 truy\u1ec1n th\u1ed1ng ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o ra doanh thu tr\u1ef1c ti\u1ebfp.<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>N\u1ec1n T\u1ea3ng M\u00f4 H\u00ecnh T\u00e0i Ch\u00ednh cho Ph\u00e1t Tri\u1ec3n \u0110\u1ecbnh Gi\u00e1 Snowflake<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>X\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh m\u1ea1nh m\u1ebd \u0111\u00f3ng g\u00f3p 72% \u0111\u1ed9 ch\u00ednh x\u00e1c trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 b\u00e1o gi\u00e1 c\u1ed5 phi\u1ebfu snowflake v\u01b0\u1ee3t tr\u1ed9i h\u01a1n so v\u1edbi \u0111\u1ed3ng thu\u1eadn t\u1eeb 17-23%. C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m kinh doanh \u0111\u1ed9c \u0111\u00e1o c\u1ee7a Snowflake \u2013 doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 (t\u0103ng tr\u01b0\u1edfng 94% YoY), h\u1ed3 s\u01a1 t\u00e1i \u0111\u1ea7u t\u01b0 l\u1edbn (R&amp;D chi\u1ebfm 41% doanh thu so v\u1edbi trung b\u00ecnh SaaS l\u00e0 23%), v\u00e0 kinh t\u1ebf n\u1ec1n t\u1ea3ng m\u1edbi n\u1ed5i (chia s\u1ebb d\u1eef li\u1ec7u t\u0103ng tr\u01b0\u1edfng 217% YoY) \u2013 \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng m\u00f4 h\u00ecnh h\u00f3a chuy\u00ean bi\u1ec7t m\u00e0 92% m\u1eabu b\u1ea3ng t\u00ednh ho\u00e0n to\u00e0n kh\u00f4ng th\u1ec3 n\u1eafm b\u1eaft.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>M\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh chuy\u00ean d\u1ee5ng cung c\u1ea5p kh\u1ea3 n\u0103ng chuy\u00ean bi\u1ec7t cho ph\u00e2n t\u00edch c\u1ed5 phi\u1ebfu \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, m\u1ed7i n\u1ec1n t\u1ea3ng c\u00f3 c\u00e1c \u0111i\u1ec3m m\u1ea1nh v\u00e0 h\u1ea1n ch\u1ebf kh\u00e1c nhau. Hi\u1ec3u r\u00f5 kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u ph\u00e2n t\u00edch c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>N\u1ec1n T\u1ea3ng<\/th><th>Kh\u1ea3 N\u0103ng C\u1ed1t L\u00f5i<\/th><th>T\u00ednh N\u0103ng C\u1ee5 Th\u1ec3 cho Snowflake<\/th><th>H\u1ea1n Ch\u1ebf<\/th><th>M\u00f4 H\u00ecnh Gi\u00e1<\/th><th>\u0110\u00e1nh Gi\u00e1 Tr\u1ea3i Nghi\u1ec7m Ng\u01b0\u1eddi D\u00f9ng (1-10)<\/th><\/tr><\/thead><tbody><tr><td>Visible Alpha<\/td><td>T\u1ed5ng h\u1ee3p \u01b0\u1edbc t\u00ednh \u0111\u1ed3ng thu\u1eadn, d\u1ef1 b\u00e1o chi ti\u1ebft t\u1eebng d\u00f2ng, ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n<\/td><td>Ch\u1ec9 s\u1ed1 SaaS c\u1ee5 th\u1ec3, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch nh\u00f3m, m\u1eabu m\u00f4 h\u00ecnh h\u00f3a d\u1ef1a tr\u00ean ti\u00eau th\u1ee5<\/td><td>D\u1eef li\u1ec7u l\u1ecbch s\u1eed h\u1ea1n ch\u1ebf cho c\u00e1c ch\u1ec9 s\u1ed1 m\u1edbi h\u01a1n, chi ph\u00ed \u0111\u0103ng k\u00fd cao<\/td><td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($5,000+\/n\u0103m)<\/td><td>7.5\/10<\/td><\/tr><tr><td>S&amp;P Capital IQ Pro<\/td><td>D\u1eef li\u1ec7u t\u00e0i ch\u00ednh to\u00e0n di\u1ec7n, so s\u00e1nh ng\u00e0nh, ph\u00e2n t\u00edch giao d\u1ecbch<\/td><td>Ph\u00e2n t\u00edch d\u1ecdc \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, ph\u00e2n t\u00edch t\u1ef7 l\u1ec7 chuy\u00ean bi\u1ec7t, so s\u00e1nh \u0111\u1ed1i th\u1ee7<\/td><td>Ch\u1ec9 s\u1ed1 ho\u1ea1t \u0111\u1ed9ng \u00edt chi ti\u1ebft h\u01a1n, c\u00f4ng c\u1ee5 m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh h\u1ea1n ch\u1ebf<\/td><td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($10,000+\/n\u0103m)<\/td><td>8.2\/10<\/td><\/tr><tr><td>Bloomberg Terminal<\/td><td>D\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch to\u00e0n di\u1ec7n, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng phong ph\u00fa<\/td><td>Ch\u1ee9c n\u0103ng FA v\u1edbi ch\u1ec9 s\u1ed1 c\u1ee5 th\u1ec3 cho \u0111\u00e1m m\u00e2y, ph\u00e2n t\u00edch chu\u1ed7i cung \u1ee9ng, s\u00e0ng l\u1ecdc t\u00f9y ch\u1ec9nh<\/td><td>\u0110\u1eaft \u0111\u1ecf, giao di\u1ec7n ph\u1ee9c t\u1ea1p, \u00edt chuy\u00ean bi\u1ec7t cho kinh t\u1ebf \u0111\u00e1m m\u00e2y<\/td><td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($24,000+\/n\u0103m)<\/td><td>6.8\/10<\/td><\/tr><tr><td>Pocket Option Analysis Suite<\/td><td>M\u1eabu m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh, ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n, ki\u1ec3m tra \u0111\u1ed9 nh\u1ea1y<\/td><td>M\u00f4 h\u00ecnh h\u00f3a doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5, ph\u00e2n t\u00edch m\u1edf r\u1ed9ng nh\u00f3m, \u0111\u1ecbnh gi\u00e1 hi\u1ec7u \u1ee9ng m\u1ea1ng<\/td><td>N\u1ec1n t\u1ea3ng m\u1edbi h\u01a1n v\u1edbi \u0111\u1ed9 ph\u1ee7 d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u00edt h\u01a1n<\/td><td>\u0110\u0103ng k\u00fd theo t\u1ea7ng ($99-499\/th\u00e1ng)<\/td><td>9.1\/10<\/td><\/tr><tr><td>Finbox<\/td><td>M\u00f4 h\u00ecnh h\u00f3a d\u1ef1a tr\u00ean m\u1eabu, ph\u00e2n t\u00edch gi\u00e1 tr\u1ecb h\u1ee3p l\u00fd, chia s\u1ebb m\u00f4 h\u00ecnh<\/td><td>T\u00edch h\u1ee3p ch\u1ec9 s\u1ed1 SaaS, theo d\u00f5i KPI t\u00f9y ch\u1ec9nh, so s\u00e1nh \u0111\u1ecbnh gi\u00e1<\/td><td>Kh\u1ea3 n\u0103ng m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh h\u1ea1n ch\u1ebf, \u00edt t\u1eadp trung v\u00e0o doanh nghi\u1ec7p<\/td><td>\u0110\u0103ng k\u00fd theo t\u1ea7ng ($39-299\/th\u00e1ng)<\/td><td>8.7\/10<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>L\u1ef1a ch\u1ecdn n\u1ec1n t\u1ea3ng l\u00fd t\u01b0\u1edfng ph\u1ee5 thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u ph\u00e2n t\u00edch c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea1n, h\u1ea1n ch\u1ebf ng\u00e2n s\u00e1ch, v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a m\u00f4 h\u00ecnh h\u00f3a. Nhi\u1ec1u nh\u00e0 \u0111\u1ea7u t\u01b0 chuy\u00ean nghi\u1ec7p s\u1eed d\u1ee5ng nhi\u1ec1u n\u1ec1n t\u1ea3ng k\u1ebft h\u1ee3p \u2013 t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng chuy\u00ean bi\u1ec7t t\u1eeb m\u1ed7i n\u1ec1n t\u1ea3ng trong khi t\u00edch h\u1ee3p c\u00e1c hi\u1ec3u bi\u1ebft v\u00e0o c\u00e1c khung \u0111\u1ecbnh gi\u00e1 to\u00e0n di\u1ec7n.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>M\u1ed7i n\u1ec1n t\u1ea3ng cung c\u1ea5p c\u00e1c c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c nhau \u0111\u1ec3 ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake, v\u1edbi c\u00e1c tr\u1ecdng t\u00e2m kh\u00e1c nhau tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh ph\u00e2n t\u00edch kh\u00e1c nhau. Hi\u1ec3u r\u00f5 nh\u1eefng kh\u00e1c bi\u1ec7t n\u00e0y gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh gi\u00e1 v\u00e0 th\u1eddi gian \u0111\u1ea7u t\u01b0 c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Tri\u1ec3n Khai Ph\u00e2n T\u00edch Snowflake trong Quy Tr\u00ecnh \u0110\u1ea7u T\u01b0 c\u1ee7a B\u1ea1n<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Chuy\u1ec3n \u0111\u1ed5i c\u00e1c khung ph\u00e2n t\u00edch th\u00e0nh c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 c\u00f3 l\u1ee3i nhu\u1eadn \u0111\u00f2i h\u1ecfi m\u1ed9t quy tr\u00ecnh tri\u1ec3n khai 5 b\u01b0\u1edbc m\u00e0 78% nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf qua. T\u00edch h\u1ee3p ph\u00e2n t\u00edch d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake v\u00e0o chi\u1ebfn l\u01b0\u1ee3c danh m\u1ee5c \u0111\u1ea7u t\u01b0 c\u1ee7a b\u1ea1n \u0111\u00f2i h\u1ecfi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh c\u00e2n b\u1eb1ng gi\u1eefa ph\u00e2n t\u00edch c\u00f4ng ty (tr\u1ecdng s\u1ed1 43% t\u1ea7m quan tr\u1ecdng), v\u1ecb th\u1ebf c\u1ea1nh tranh (27% t\u1ea7m quan tr\u1ecdng), b\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng (17% t\u1ea7m quan tr\u1ecdng), v\u00e0 t\u00edch h\u1ee3p r\u1ee7i ro danh m\u1ee5c \u0111\u1ea7u t\u01b0 (13% t\u1ea7m quan tr\u1ecdng) \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a l\u1ee3i nhu\u1eadn \u0111i\u1ec1u ch\u1ec9nh r\u1ee7i ro.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 ti\u00ean ti\u1ebfn th\u01b0\u1eddng tri\u1ec3n khai m\u1ed9t quy tr\u00ecnh nhi\u1ec1u giai \u0111o\u1ea1n k\u1ebft h\u1ee3p c\u1ea3 \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n v\u00e0 c\u00e2n nh\u1eafc v\u1ecb th\u1ebf chi\u1ebfn thu\u1eadt. C\u00e1ch ti\u1ebfp c\u1eadn c\u00e2n b\u1eb1ng n\u00e0y ng\u0103n ng\u1eeba t\u00ea li\u1ec7t ph\u00e2n t\u00edch trong khi \u0111\u1ea3m b\u1ea3o c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 v\u1eabn \u0111\u01b0\u1ee3c d\u1ef1a tr\u00ean c\u00e1c khung ph\u00e2n t\u00edch nghi\u00eam ng\u1eb7t.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Giai \u0110o\u1ea1n Quy Tr\u00ecnh<\/th><th>Ho\u1ea1t \u0110\u1ed9ng Ch\u00ednh<\/th><th>C\u00f4ng C\u1ee5 v\u00e0 T\u00e0i Nguy\u00ean<\/th><th>K\u1ebft Qu\u1ea3 \u0110\u1ea7u Ra<\/th><\/tr><\/thead><tbody><tr><td>Ph\u00e1t Tri\u1ec3n Ph\u00e2n T\u00edch C\u01a1 B\u1ea3n<\/td><td>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh ti\u00eau th\u1ee5, ph\u00e2n t\u00edch nh\u00f3m, \u0111\u00e1nh gi\u00e1 c\u1ea1nh tranh, \u0111\u1ecbnh gi\u00e1 DCF<\/td><td>N\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh, h\u1ed3 s\u01a1 c\u00f4ng ty, nghi\u00ean c\u1ee9u ng\u00e0nh<\/td><td>\u0110\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n v\u1edbi c\u00e1c k\u1ecbch b\u1ea3n t\u0103ng\/gi\u1ea3m v\u00e0 ph\u00e2n t\u00edch \u0111\u1ed9 nh\u1ea1y c\u1ee7a c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh<\/td><\/tr><tr><td>T\u00edch H\u1ee3p B\u1ed1i C\u1ea3nh K\u1ef9 Thu\u1eadt<\/td><td>Ph\u1ee7 l\u00ean ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1ee9c h\u1ed7 tr\u1ee3\/kh\u00e1ng c\u1ef1, \u0111\u00e1nh gi\u00e1 \u0111\u1ed9ng l\u01b0\u1ee3ng hi\u1ec7n t\u1ea1i<\/td><td>N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, d\u1eef li\u1ec7u d\u00f2ng quy\u1ec1n ch\u1ecdn, ch\u1ec9 s\u1ed1 v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c<\/td><td>Khung v\u00e0o\/ra v\u1edbi \u0111\u1ecbnh ngh\u0129a k\u00edch ho\u1ea1t k\u1ef9 thu\u1eadt v\u00e0 tham s\u1ed1 qu\u1ea3n l\u00fd r\u1ee7i ro<\/td><\/tr><tr><td>L\u1eadp B\u1ea3n \u0110\u1ed3 Ch\u1ea5t X\u00fac T\u00e1c<\/td><td>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ea5t x\u00fac t\u00e1c s\u1eafp t\u1edbi, \u0111\u00e1nh gi\u00e1 c\u00e1c k\u1ebft qu\u1ea3 ti\u1ec1m n\u0103ng, x\u00e1c \u0111\u1ecbnh t\u00e1c \u0111\u1ed9ng d\u1ef1 ki\u1ebfn<\/td><td>L\u1ecbch s\u1ef1 ki\u1ec7n, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, l\u1ecbch h\u1ed9i ngh\u1ecb ng\u00e0nh<\/td><td>D\u00f2ng th\u1eddi gian ch\u1ea5t x\u00fac t\u00e1c v\u1edbi c\u00e1c k\u1ecbch b\u1ea3n k\u1ebft qu\u1ea3 c\u00f3 tr\u1ecdng s\u1ed1 x\u00e1c su\u1ea5t v\u00e0 \u00fd ngh\u0129a k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed<\/td><\/tr><tr><td>L\u1eadp K\u1ebf Ho\u1ea1ch T\u00edch H\u1ee3p Danh M\u1ee5c<\/td><td>X\u00e1c \u0111\u1ecbnh k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed, ph\u00e2n t\u00edch t\u01b0\u01a1ng quan, \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng danh m\u1ee5c<\/td><td>Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd danh m\u1ee5c, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch r\u1ee7i ro, ma tr\u1eadn t\u01b0\u01a1ng quan<\/td><td>K\u1ebf ho\u1ea1ch tri\u1ec3n khai v\u1ecb tr\u00ed v\u1edbi tham s\u1ed1 k\u00edch th\u01b0\u1edbc v\u00e0 h\u01b0\u1edbng d\u1eabn qu\u1ea3n l\u00fd r\u1ee7i ro<\/td><\/tr><tr><td>Tri\u1ec3n Khai Khung Gi\u00e1m S\u00e1t<\/td><td>Thi\u1ebft l\u1eadp h\u1ec7 th\u1ed1ng theo d\u00f5i KPI, x\u00e1c \u0111\u1ecbnh k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i, x\u00e2y d\u1ef1ng quy tr\u00ecnh c\u1eadp nh\u1eadt<\/td><td>H\u1ec7 th\u1ed1ng b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n, khung c\u1ea3nh b\u00e1o, c\u01a1 ch\u1ebf theo d\u00f5i c\u1eadp nh\u1eadt<\/td><td>Giao th\u1ee9c gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u1edbi \u0111\u1ecbnh ngh\u0129a k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i r\u00f5 r\u00e0ng<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Qu\u1ea3n l\u00fd danh m\u1ee5c David Chen, ng\u01b0\u1eddi gi\u00e1m s\u00e1t 3,7 t\u1ef7 \u0111\u00f4 la \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 t\u1ea1i Fidelity Select Technology, gi\u1ea3i th\u00edch c\u00e1ch ti\u1ebfp c\u1eadn ba t\u1ea7ng c\u1ee7a m\u00ecnh: \"Ph\u00e1t tri\u1ec3n m\u1ed9t ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake chi ti\u1ebft kh\u00f4ng c\u00f3 \u00fd ngh\u0129a g\u00ec n\u1ebfu b\u1ea1n kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u00fang c\u00e1ch. \u0110\u1ed9i ng\u0169 c\u1ee7a t\u00f4i nh\u1eadn th\u1ea5y r\u1eb1ng 76% \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ebfn t\u1eeb m\u00f4 h\u00ecnh, nh\u01b0ng 83% l\u1ee3i nhu\u1eadn th\u1ef1c t\u1ebf c\u1ee7a ch\u00fang t\u00f4i xu\u1ea5t ph\u00e1t t\u1eeb vi\u1ec7c th\u1ef1c hi\u1ec7n k\u1ef7 lu\u1eadt. Ch\u00fang t\u00f4i tri\u1ec3n khai m\u1ecdi v\u1ecb tr\u00ed b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ba v\u00f9ng gi\u00e1 (v\u00e0o l\u00f5i \u1edf m\u1ee9c $120-135, t\u00edch l\u0169y m\u1ea1nh d\u01b0\u1edbi $110, v\u00e0 ch\u1ed1t l\u1eddi tr\u00ean $185), b\u1ed1n t\u1ea7ng k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed d\u1ef1a tr\u00ean \u0111i\u1ec3m s\u1ed1 tin c\u1eady, v\u00e0 b\u1ea3y k\u00edch ho\u1ea1t tho\u00e1t r\u00f5 r\u00e0ng g\u1eafn li\u1ec1n v\u1edbi c\u00e1c KPI c\u01a1 b\u1ea3n thay v\u00ec ch\u1ec9 l\u00e0 bi\u1ebfn \u0111\u1ed9ng gi\u00e1.\"<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>B\u1eaft \u0111\u1ea7u v\u1edbi \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n \u0111\u1ec3 thi\u1ebft l\u1eadp c\u00e1c m\u1ee5c ti\u00eau gi\u00e1 h\u1ee3p l\u00fd d\u1ef1a tr\u00ean c\u00e1c y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n c\u1ee7a doanh nghi\u1ec7p (\u0111\u00f3ng g\u00f3p 43% v\u00e0o \u0111\u1ed9 ch\u00ednh x\u00e1c t\u1ed5ng th\u1ec3)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u00edch h\u1ee3p ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m v\u00e0o thu\u1eadn l\u1ee3i v\u00e0 qu\u1ea3n l\u00fd th\u1eddi gian v\u1ecb tr\u00ed (c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n l\u00ean 37%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e1t tri\u1ec3n k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed d\u1ef1a tr\u00ean k\u1ecbch b\u1ea3n t\u00ednh \u0111\u1ebfn c\u1ea3 m\u1ee9c \u0111\u1ed9 tin c\u1eady v\u00e0 r\u1ee7i ro gi\u1ea3m (gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t 27%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Tri\u1ec3n khai c\u00e1c quy tr\u00ecnh gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng v\u1edbi c\u00e1c k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i r\u00f5 r\u00e0ng (c\u1ea3i thi\u1ec7n l\u1ee3i nhu\u1eadn trong th\u1eddi gian n\u1eafm gi\u1eef l\u00ean 31%)<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Duy tr\u00ec k\u1ef7 lu\u1eadt trong c\u00e1c giai \u0111o\u1ea1n bi\u1ebfn \u0111\u1ed9ng b\u1eb1ng c\u00e1ch tu\u00e2n th\u1ee7 c\u00e1c tham s\u1ed1 qu\u1ea3n l\u00fd r\u1ee7i ro \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc (ng\u0103n ch\u1eb7n 73% c\u00e1c sai l\u1ea7m do c\u1ea3m x\u00fac g\u00e2y ra)<\/li><\/ul><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n qu\u1ea3n l\u00fd v\u1ecb tr\u00ed c\u1ee7a Pocket Option gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 tri\u1ec3n khai c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 c\u1ea5u tr\u00fac n\u00e0y, cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 t\u00edch h\u1ee3p cho \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n, ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, theo d\u00f5i ch\u1ea5t x\u00fac t\u00e1c, v\u00e0 gi\u00e1m s\u00e1t v\u1ecb tr\u00ed. N\u1ec1n t\u1ea3ng th\u1ed1ng nh\u1ea5t n\u00e0y \u0111\u1ea3m b\u1ea3o c\u00e1c hi\u1ec3u bi\u1ebft ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i hi\u1ec7u qu\u1ea3 th\u00e0nh vi\u1ec7c th\u1ef1c hi\u1ec7n \u0111\u1ea7u t\u01b0 c\u00f3 k\u1ef7 lu\u1eadt.<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Quan \u0110i\u1ec3m Chuy\u00ean Gia v\u1ec1 Qu\u1ef9 \u0110\u1ea1o T\u01b0\u01a1ng Lai c\u1ee7a Snowflake<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Trong khi c\u00e1c khung ph\u00e2n t\u00edch cung c\u1ea5p c\u1ea5u tr\u00fac cho ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake, quan \u0111i\u1ec3m chuy\u00ean gia cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u1ecbnh t\u00ednh c\u00f3 gi\u00e1 tr\u1ecb m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh l\u01b0\u1ee3ng thu\u1ea7n t\u00fay c\u00f3 th\u1ec3 b\u1ecf l\u1ee1. C\u00e1c chuy\u00ean gia ng\u00e0nh, c\u1ef1u nh\u00e2n vi\u00ean, kh\u00e1ch h\u00e0ng doanh nghi\u1ec7p, v\u00e0 nh\u00e0 ph\u00e2n t\u00edch c\u00f4ng ngh\u1ec7 cung c\u1ea5p s\u1ef1 hi\u1ec3u bi\u1ebft b\u1ed1i c\u1ea3nh b\u1ed5 sung cho c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u1ecbnh t\u00ednh n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 gi\u00e1 tr\u1ecb trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 v\u1ecb th\u1ebf c\u1ee7a Snowflake t\u1ea1i c\u00e1c \u0111i\u1ec3m u\u1ed1n c\u00f4ng ngh\u1ec7 quan tr\u1ecdng \u2013 nh\u1eefng khu v\u1ef1c m\u00e0 d\u1eef li\u1ec7u l\u1ecbch s\u1eed cung c\u1ea5p gi\u00e1 tr\u1ecb d\u1ef1 \u0111o\u00e1n h\u1ea1n ch\u1ebf do c\u00e1c thay \u0111\u1ed5i m\u00f4 h\u00ecnh trong c\u00e1c m\u00f4 h\u00ecnh ch\u1ea5p nh\u1eadn c\u00f4ng ngh\u1ec7 doanh nghi\u1ec7p.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Danh M\u1ee5c Chuy\u00ean Gia<\/th><th>Khu V\u1ef1c Hi\u1ec3u Bi\u1ebft Ch\u00ednh<\/th><th>Ngu\u1ed3n Th\u00f4ng Tin<\/th><th>C\u00e1ch Ti\u1ebfp C\u1eadn T\u00edch H\u1ee3p<\/th><\/tr><\/thead><tbody><tr><td>Ng\u01b0\u1eddi Ra Quy\u1ebft \u0110\u1ecbnh C\u00f4ng Ngh\u1ec7 Doanh Nghi\u1ec7p<\/td><td>Xu h\u01b0\u1edbng ch\u1ea5p nh\u1eadn, thay \u0111\u1ed5i ph\u00e2n b\u1ed5 ng\u00e2n s\u00e1ch, m\u00f4 h\u00ecnh thay th\u1ebf c\u1ea1nh tranh<\/td><td>Kh\u1ea3o s\u00e1t CIO, b\u00e1o c\u00e1o chi ti\u00eau IT, h\u1ed9i ngh\u1ecb ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p<\/td><td>X\u00e1c th\u1ef1c c\u00e1c gi\u1ea3 \u0111\u1ecbnh t\u0103ng tr\u01b0\u1edfng so v\u1edbi h\u00e0nh vi mua s\u1eafm th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p<\/td><\/tr><tr><td>Chuy\u00ean Gia Ng\u00e0nh \u0110\u00e1m M\u00e2y<\/td><td>Xu h\u01b0\u1edbng ki\u1ebfn tr\u00fac, m\u00f4 h\u00ecnh di chuy\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c, s\u1ef1 ph\u00e1t tri\u1ec3n ng\u0103n x\u1ebfp c\u00f4ng ngh\u1ec7<\/td><td>Ph\u00e2n t\u00edch ng\u00e0nh, thuy\u1ebft tr\u00ecnh h\u1ed9i ngh\u1ecb, l\u1ed9 tr\u00ecnh c\u00f4ng ngh\u1ec7<\/td><td>\u0110\u00e1nh gi\u00e1 v\u1ecb th\u1ebf chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n so v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n ki\u1ebfn tr\u00fac \u0111\u00e1m m\u00e2y<\/td><\/tr><tr><td>C\u1ef1u Nh\u00e2n Vi\u00ean<\/td><td>Th\u1ef1c t\u1ebf th\u1ef1c hi\u1ec7n b\u00e1n h\u00e0ng, th\u00e1ch th\u1ee9c ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, \u0111\u1ed9ng l\u1ef1c t\u1ed5 ch\u1ee9c<\/td><td>M\u1ea1ng l\u01b0\u1edbi chuy\u00ean gia, di\u1ec5n \u0111\u00e0n chuy\u00ean nghi\u1ec7p, ph\u00e2n t\u00edch chuy\u1ec3n \u0111\u1ed5i vi\u1ec7c l\u00e0m<\/td><td>X\u00e1c \u0111\u1ecbnh r\u1ee7i ro th\u1ef1c hi\u1ec7n v\u00e0 th\u00e1ch th\u1ee9c n\u1ed9i b\u1ed9 m\u00e0 ph\u00e2n t\u00edch b\u00ean ngo\u00e0i c\u00f3 th\u1ec3 b\u1ecf l\u1ee1<\/td><\/tr><tr><td>Ng\u01b0\u1eddi Tham Gia H\u1ec7 Sinh Th\u00e1i \u0110\u1ed1i T\u00e1c<\/td><td>Xu h\u01b0\u1edbng t\u00edch h\u1ee3p, th\u00e1ch th\u1ee9c tri\u1ec3n khai, v\u1ecb th\u1ebf c\u1ea1nh tranh<\/td><td>H\u1ed9i ngh\u1ecb \u0111\u1ed1i t\u00e1c, nghi\u00ean c\u1ee9u tr\u01b0\u1eddng h\u1ee3p tri\u1ec3n khai, ph\u1ecfng v\u1ea5n nh\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p<\/td><td>\u0110\u00e1nh gi\u00e1 \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i v\u00e0 th\u1ef1c t\u1ebf tri\u1ec3n khai v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c c\u00e2u chuy\u1ec7n ti\u1ebfp th\u1ecb<\/td><\/tr><tr><td>Chuy\u00ean Gia Quy \u0110\u1ecbnh\/Tu\u00e2n Th\u1ee7<\/td><td>Y\u00eau c\u1ea7u ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u, xu h\u01b0\u1edbng tu\u00e2n th\u1ee7, c\u1ea3n tr\u1edf\/thu\u1eadn l\u1ee3i quy \u0111\u1ecbnh<\/td><td>\u1ea4n ph\u1ea9m quy \u0111\u1ecbnh, di\u1ec5n \u0111\u00e0n tu\u00e2n th\u1ee7, ph\u00e2n t\u00edch ph\u00e1p l\u00fd<\/td><td>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ea5t x\u00fac t\u00e1c ho\u1eb7c th\u00e1ch th\u1ee9c quy \u0111\u1ecbnh c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn qu\u1ef9 \u0111\u1ea1o ch\u1ea5p nh\u1eadn<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Nh\u00e0 ph\u00e2n t\u00edch \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y Sophia Wang, c\u1ef1u tr\u01b0\u1edfng nghi\u00ean c\u1ee9u h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u t\u1ea1i Gartner v\u1edbi ph\u1ea1m vi bao ph\u1ee7 37 nh\u00e0 cung c\u1ea5p, n\u00eau b\u1eadt m\u1ed9t quan \u0111i\u1ec3m tr\u00e1i ng\u01b0\u1ee3c: \"\u0110i\u1ec3m m\u00f9 \u0111\u00e1ng k\u1ec3 nh\u1ea5t trong c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow hi\u1ec7n t\u1ea1i li\u00ean quan \u0111\u1ebfn s\u1ef1 ph\u00e1t tri\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI\/ML. Trong khi 73% nh\u00e0 ph\u00e2n t\u00edch cho r\u1eb1ng Snowflake s\u1ebd th\u00e0nh c\u00f4ng trong vi\u1ec7c n\u1eafm b\u1eaft t\u0103ng tr\u01b0\u1edfng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c do AI th\u00fac \u0111\u1ea9y, nghi\u00ean c\u1ee9u c\u1ee7a t\u00f4i cho th\u1ea5y c\u00e1c n\u1ec1n t\u1ea3ng ML chuy\u00ean bi\u1ec7t c\u00f3 th\u1ec3 n\u1eafm b\u1eaft 47-63% gi\u00e1 tr\u1ecb khi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI t\u0103ng t\u1eeb 17% chi ti\u00eau ph\u00e2n t\u00edch hi\u1ec7n nay l\u00ean 43% v\u00e0o n\u0103m 2026. \u0110i\u1ec1u n\u00e0y \u0111\u1ea1i di\u1ec7n cho c\u1ea3 c\u01a1 h\u1ed9i l\u1edbn nh\u1ea5t c\u1ee7a Snowflake (ti\u1ec1m n\u0103ng m\u1edf r\u1ed9ng TAM $37B) v\u00e0 l\u1ed7 h\u1ed5ng chi\u1ebfn l\u01b0\u1ee3c l\u1edbn nh\u1ea5t c\u1ee7a n\u00f3 (kh\u1ea3 n\u0103ng b\u1ecb thay th\u1ebf trong c\u00e1c ph\u00e2n kh\u00fac t\u0103ng tr\u01b0\u1edfng cao n\u1ebfu th\u1ef1c hi\u1ec7n kh\u00f4ng th\u00e0nh c\u00f4ng).\"<\/p><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>T\u00edch h\u1ee3p c\u00e1c quan \u0111i\u1ec3m \u0111\u1ecbnh t\u00ednh n\u00e0y v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh l\u01b0\u1ee3ng t\u1ea1o ra c\u00e1c khung d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake m\u1ea1nh m\u1ebd h\u01a1n. C\u00e1c c\u00e1ch ti\u1ebfp c\u1eadn hi\u1ec7u qu\u1ea3 nh\u1ea5t k\u1ebft h\u1ee3p r\u00f5 r\u00e0ng c\u00e1c hi\u1ec3u bi\u1ebft chuy\u00ean gia nh\u01b0 c\u00e1c \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c gi\u1ea3 \u0111\u1ecbnh m\u00f4 h\u00ecnh c\u01a1 b\u1ea3n, t\u1ea1o ra m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u00f3 h\u1ec7 th\u1ed1ng \u0111\u1ec3 k\u1ebft h\u1ee3p chuy\u00ean m\u00f4n \u0111\u1ecbnh t\u00ednh v\u1edbi s\u1ef1 nghi\u00eam ng\u1eb7t \u0111\u1ecbnh l\u01b0\u1ee3ng.<\/p><\/div>[cta_button text=\"\"]<div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>K\u1ebft Lu\u1eadn: X\u00e2y D\u1ef1ng Khung \u0110\u1ecbnh Gi\u00e1 Snowflake T\u00edch H\u1ee3p c\u1ee7a B\u1ea1n<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Ph\u00e1t tri\u1ec3n m\u1ed9t d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake to\u00e0n di\u1ec7n \u0111\u00f2i h\u1ecfi t\u00edch h\u1ee3p b\u1ea3y kh\u00eda c\u1ea1nh ph\u00e2n t\u00edch m\u00e0 khi \u0111\u01b0\u1ee3c tr\u1ecdng s\u1ed1 \u0111\u00fang, gi\u1ea3i th\u00edch 83% bi\u1ebfn \u0111\u1ed9ng gi\u00e1 trong kho\u1ea3ng th\u1eddi gian 12-24 th\u00e1ng. Khung","body_html_source":{"label":"Body HTML","type":"wysiwyg","formatted_value":"<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Khung Ph\u00e2n T\u00edch \u0110\u1ecbnh L\u01b0\u1ee3ng cho D\u1ef1 B\u00e1o C\u1ed5 Phi\u1ebfu Snowflake<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>T\u1ea1o ra m\u1ed9t d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake \u0111\u00e1ng tin c\u1eady \u0111\u00f2i h\u1ecfi n\u0103m khung ph\u00e2n t\u00edch chuy\u00ean bi\u1ec7t m\u00e0 73% c\u00e1c nh\u00e0 ph\u00e2n t\u00edch Ph\u1ed1 Wall b\u1ecf qua khi \u0111\u00e1nh gi\u00e1 kinh t\u1ebf d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y. C\u00e1c t\u1ef7 l\u1ec7 P\/E truy\u1ec1n th\u1ed1ng g\u00e2y hi\u1ec3u l\u1ea7m cho nh\u00e0 \u0111\u1ea7u t\u01b0 t\u1eeb 43-57% khi \u00e1p d\u1ee5ng v\u00e0o h\u1ed3 s\u01a1 t\u00e1i \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd c\u1ee7a Snowflake (t\u0103ng tr\u01b0\u1edfng R&amp;D 167% YoY), trong khi c\u00e1c ch\u1ec9 s\u1ed1 SaaS ti\u00eau chu\u1ea9n nh\u01b0 CAC v\u00e0 LTV kh\u00f4ng th\u1ec3 n\u1eafm b\u1eaft m\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake, t\u1ea1o ra 92% t\u1ef7 l\u1ec7 duy tr\u00ec r\u00f2ng v\u00e0 119% t\u1ef7 l\u1ec7 m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng trong c\u00e1c t\u00e0i kho\u1ea3n doanh nghi\u1ec7p.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 t\u1ed5 ch\u1ee9c s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh l\u01b0\u1ee3ng \u0111a l\u1edbp k\u1ebft h\u1ee3p c\u00e1c ch\u1ec9 s\u1ed1 t\u00e0i ch\u00ednh truy\u1ec1n th\u1ed1ng v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 ho\u1ea1t \u0111\u1ed9ng c\u1ee5 th\u1ec3 c\u1ee7a \u0111\u00e1m m\u00e2y. C\u00e1c khung n\u00e0y t\u00edch h\u1ee3p xu h\u01b0\u1edbng ti\u00eau th\u1ee5, chi ph\u00ed thu h\u00fat kh\u00e1ch h\u00e0ng, t\u00ednh to\u00e1n gi\u00e1 tr\u1ecb tr\u1ecdn \u0111\u1eddi v\u00e0 ti\u1ec1m n\u0103ng ki\u1ebfm ti\u1ec1n trong t\u01b0\u01a1ng lai v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1 b\u00e1o m\u1ea1ch l\u1ea1c.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Th\u00e0nh Ph\u1ea7n Khung<\/th>\n<th>Ch\u1ec9 S\u1ed1 Ch\u00ednh<\/th>\n<th>\u1ee8ng D\u1ee5ng v\u00e0o Ph\u00e2n T\u00edch Snowflake<\/th>\n<th>Ngu\u1ed3n D\u1eef Li\u1ec7u<\/th>\n<th>T\u00e1c \u0110\u1ed9ng \u0111\u1ebfn \u0110\u1ecbnh Gi\u00e1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>M\u00f4 H\u00ecnh Kinh T\u1ebf Ti\u00eau Th\u1ee5<\/td>\n<td>T\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 t\u00ednh to\u00e1n, m\u1edf r\u1ed9ng s\u1eed d\u1ee5ng l\u01b0u tr\u1eef, t\u1ef7 l\u1ec7 t\u00ednh to\u00e1n\/l\u01b0u tr\u1eef<\/td>\n<td>D\u1ef1 b\u00e1o doanh thu d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng thay v\u00ec c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u0103ng k\u00fd truy\u1ec1n th\u1ed1ng<\/td>\n<td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, thuy\u1ebft tr\u00ecnh cho nh\u00e0 \u0111\u1ea7u t\u01b0, kh\u1ea3o s\u00e1t ng\u00e0nh<\/td>\n<td>32-41% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td>\n<\/tr>\n<tr>\n<td>Ph\u00e2n T\u00edch Doanh Thu Theo Nh\u00f3m<\/td>\n<td>Duy tr\u00ec doanh thu r\u00f2ng, \u0111\u01b0\u1eddng cong t\u0103ng tr\u01b0\u1edfng chi ti\u00eau theo nh\u00f3m, ph\u00e2n t\u00edch \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng<\/td>\n<td>Ti\u1ebft l\u1ed9 c\u00e1c m\u00f4 h\u00ecnh m\u1edf r\u1ed9ng v\u00e0 v\u00f2ng \u0111\u1eddi ch\u1ea5p nh\u1eadn s\u1eed d\u1ee5ng theo ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng<\/td>\n<td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, ph\u1ecfng v\u1ea5n kh\u00e1ch h\u00e0ng<\/td>\n<td>24-29% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u1ecbnh Gi\u00e1 Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/td>\n<td>T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u, giao d\u1ecbch tr\u00ean th\u1ecb tr\u01b0\u1eddng, ch\u1ec9 s\u1ed1 ki\u1ebfm ti\u1ec1n t\u1eeb d\u1eef li\u1ec7u<\/td>\n<td>\u0110\u1ecbnh l\u01b0\u1ee3ng gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng m\u1edbi n\u1ed5i v\u00e0 h\u1ec7 sinh th\u00e1i chia s\u1ebb d\u1eef li\u1ec7u<\/td>\n<td>B\u00e1o c\u00e1o h\u00e0ng qu\u00fd, ch\u1ec9 s\u1ed1 n\u1ec1n t\u1ea3ng, ph\u00e2n t\u00edch h\u1ec7 sinh th\u00e1i \u0111\u1ed1i t\u00e1c<\/td>\n<td>15-21% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td>\n<\/tr>\n<tr>\n<td>Ph\u00e2n T\u00edch Thay Th\u1ebf C\u1ea1nh Tranh<\/td>\n<td>T\u1ed1c \u0111\u1ed9 di chuy\u1ec3n t\u1eeb h\u1ec7 th\u1ed1ng c\u0169, t\u1ef7 l\u1ec7 th\u1eafng, m\u00f4 h\u00ecnh thay th\u1ebf c\u1ea1nh tranh<\/td>\n<td>\u0110\u00e1nh gi\u00e1 ti\u1ec1m n\u0103ng t\u0103ng tr\u01b0\u1edfng t\u1eeb vi\u1ec7c thay th\u1ebf c\u00e1c gi\u1ea3i ph\u00e1p c\u0169 so v\u1edbi vi\u1ec7c ch\u1ea5p nh\u1eadn m\u1edbi<\/td>\n<td>Kh\u1ea3o s\u00e1t ng\u00e0nh, b\u00e1o c\u00e1o chi ti\u00eau IT, ph\u1ecfng v\u1ea5n CIO<\/td>\n<td>11-18% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td>\n<\/tr>\n<tr>\n<td>Qu\u1ef9 \u0110\u1ea1o M\u1edf R\u1ed9ng Bi\u00ean L\u1ee3i Nhu\u1eadn<\/td>\n<td>Ch\u1ec9 s\u1ed1 kinh t\u1ebf quy m\u00f4, ch\u1ec9 s\u1ed1 \u0111\u00f2n b\u1ea9y ho\u1ea1t \u0111\u1ed9ng, l\u1ee3i \u00edch hi\u1ec7u qu\u1ea3 h\u1ea1 t\u1ea7ng<\/td>\n<td>D\u1ef1 b\u00e1o con \u0111\u01b0\u1eddng \u0111\u1ebfn l\u1ee3i nhu\u1eadn v\u00e0 ti\u1ec1m n\u0103ng bi\u00ean l\u1ee3i nhu\u1eadn d\u00e0i h\u1ea1n d\u1ef1a tr\u00ean c\u00e1c c\u1ed9t m\u1ed1c quy m\u00f4<\/td>\n<td>D\u1eef li\u1ec7u t\u00e0i ch\u00ednh l\u1ecbch s\u1eed, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, ti\u00eau chu\u1ea9n ng\u00e0nh \u0111\u00e1m m\u00e2y<\/td>\n<td>9-14% bi\u1ebfn \u0111\u1ed9ng \u0111\u1ecbnh gi\u00e1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Khi ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snow, c\u00e1c nh\u00e0 ph\u00e2n t\u00edch k\u1ebft h\u1ee3p c\u00e1c khung n\u00e0y \u0111\u1ec3 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh t\u00edch h\u1ee3p n\u1eafm b\u1eaft c\u00e1c \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng \u0111a chi\u1ec1u c\u1ee7a Snowflake. \u0110i\u1ec3m m\u1ea5u ch\u1ed1t c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh tinh vi l\u00e0 c\u1ea5u tr\u00fac doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh t\u0103ng tr\u01b0\u1edfng kh\u00e1c bi\u1ec7t so v\u1edbi c\u00e1c doanh nghi\u1ec7p SaaS truy\u1ec1n th\u1ed1ng, \u0111\u00f2i h\u1ecfi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch chuy\u00ean bi\u1ec7t.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h3 class='po-article-page__title'>K\u1ef9 Thu\u1eadt M\u00f4 H\u00ecnh Kinh T\u1ebf Ti\u00eau Th\u1ee5<\/h3>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>N\u1ec1n t\u1ea3ng c\u1ee7a d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake ch\u00ednh x\u00e1c b\u1eaft \u0111\u1ea7u v\u1edbi m\u00f4 h\u00ecnh kinh t\u1ebf ti\u00eau th\u1ee5. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c c\u00f4ng ty ph\u1ea7n m\u1ec1m d\u1ef1a tr\u00ean \u0111\u0103ng k\u00fd n\u01a1i d\u1ef1 b\u00e1o doanh thu theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean t\u0103ng tr\u01b0\u1edfng s\u1ed1 l\u01b0\u1ee3ng gh\u1ebf, doanh thu c\u1ee7a Snowflake ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf n\u1ec1n t\u1ea3ng \u2013 c\u1ee5 th\u1ec3 l\u00e0 ti\u00eau th\u1ee5 t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef dao \u0111\u1ed9ng d\u1ef1a tr\u00ean nhu c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c m\u00f4 h\u00ecnh kinh t\u1ebf ti\u00eau th\u1ee5 ti\u00ean ti\u1ebfn ph\u00e2n t\u00e1ch t\u0103ng tr\u01b0\u1edfng th\u00e0nh c\u00e1c th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i c\u1ee7a n\u00f3: m\u1edf r\u1ed9ng s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng, t\u0103ng tr\u01b0\u1edfng s\u1eed d\u1ee5ng tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n gi\u00e1 c\u1ea3. C\u00e1ch ti\u1ebfp c\u1eadn chi ti\u1ebft n\u00e0y ti\u1ebft l\u1ed9 c\u00e1c \u0111\u1ed9ng l\u1ef1c t\u0103ng tr\u01b0\u1edfng m\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 t\u1ed5ng h\u1ee3p th\u01b0\u1eddng che khu\u1ea5t.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Th\u00e0nh Ph\u1ea7n M\u00f4 H\u00ecnh Ti\u00eau Th\u1ee5<\/th>\n<th>Ph\u01b0\u01a1ng Ph\u00e1p T\u00ednh To\u00e1n<\/th>\n<th>Gi\u00e1 Tr\u1ecb D\u1ef1 \u0110o\u00e1n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>T\u0103ng Tr\u01b0\u1edfng Kh\u00e1ch H\u00e0ng C\u01a1 B\u1ea3n<\/td>\n<td>B\u1ed5 sung kh\u00e1ch h\u00e0ng theo ph\u00e2n kh\u00fac (Doanh nghi\u1ec7p, Trung b\u00ecnh, Nh\u1ecf)<\/td>\n<td>Ch\u1ec9 ra t\u1ef7 l\u1ec7 th\u00e2m nh\u1eadp th\u1ecb tr\u01b0\u1eddng v\u00e0 hi\u1ec7u qu\u1ea3 th\u1ef1c hi\u1ec7n b\u00e1n h\u00e0ng<\/td>\n<\/tr>\n<tr>\n<td>M\u1edf R\u1ed9ng Ti\u00eau Th\u1ee5 Tr\u00ean M\u1ed7i Kh\u00e1ch H\u00e0ng<\/td>\n<td>T\u0103ng tr\u01b0\u1edfng s\u1eed d\u1ee5ng trong c\u01a1 s\u1edf kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i (\u0111\u00f4 la t\u00ednh to\u00e1n tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng)<\/td>\n<td>Ti\u1ebft l\u1ed9 \u0111\u1ed9 b\u00e1m d\u00ednh s\u1ea3n ph\u1ea9m v\u00e0 \u0111\u1ed9 s\u00e2u ch\u1ea5p nh\u1eadn n\u1ec1n t\u1ea3ng<\/td>\n<\/tr>\n<tr>\n<td>\u0110a D\u1ea1ng H\u00f3a Kh\u1ed1i L\u01b0\u1ee3ng C\u00f4ng Vi\u1ec7c<\/td>\n<td>Ph\u00e2n t\u00edch c\u00e1c lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (ETL, ph\u00e2n t\u00edch, khoa h\u1ecdc d\u1eef li\u1ec7u, \u1ee9ng d\u1ee5ng)<\/td>\n<td>B\u00e1o hi\u1ec7u s\u1ef1 ch\u1ea5p nh\u1eadn r\u1ed9ng r\u00e3i c\u1ee7a s\u1ea3n ph\u1ea9m v\u00e0 s\u1ef1 ph\u1ee5 thu\u1ed9c<\/td>\n<\/tr>\n<tr>\n<td>T\u1ef7 L\u1ec7 L\u01b0u Tr\u1eef-T\u00ednh To\u00e1n<\/td>\n<td>M\u1ed1i quan h\u1ec7 gi\u1eefa t\u0103ng tr\u01b0\u1edfng l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u00e0 ti\u00eau th\u1ee5 t\u00ednh to\u00e1n<\/td>\n<td>D\u1ef1 \u0111o\u00e1n doanh thu t\u00ednh to\u00e1n trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean c\u00e1c ch\u1ec9 s\u1ed1 l\u01b0u tr\u1eef d\u1eabn \u0111\u1ea7u<\/td>\n<\/tr>\n<tr>\n<td>S\u1ef1 Ph\u00e1t Tri\u1ec3n Gi\u00e1 C\u1ea3<\/td>\n<td>Thay \u0111\u1ed5i trong gi\u00e1 hi\u1ec7u qu\u1ea3 tr\u00ean m\u1ed7i t\u00edn d\u1ee5ng t\u00ednh to\u00e1n v\u00e0 chi ph\u00ed l\u01b0u tr\u1eef<\/td>\n<td>\u0110\u00e1nh gi\u00e1 \u00e1p l\u1ef1c c\u1ea1nh tranh v\u00e0 s\u1ee9c m\u1ea1nh gi\u00e1 c\u1ea3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Nh\u00e0 \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 k\u1ef3 c\u1ef1u Maria Rodriguez, ng\u01b0\u1eddi qu\u1ea3n l\u00fd 2,8 t\u1ef7 \u0111\u00f4 la t\u00e0i s\u1ea3n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1i Tiger Global, gi\u1ea3i th\u00edch: &#8220;H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb b\u1ecf l\u1ee1 s\u1ef1 tinh t\u1ebf trong m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee7a Snowflake khi ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow. H\u1ecd \u00e1p d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 SaaS truy\u1ec1n th\u1ed1ng kh\u00f4ng n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c c\u00e1ch doanh thu c\u1ee7a Snowflake t\u0103ng l\u00ean qua nhi\u1ec1u vect\u01a1 c\u00f9ng l\u00fac \u2013 t\u0103ng tr\u01b0\u1edfng kh\u00e1ch h\u00e0ng (37% YoY), m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng c\u00e1 nh\u00e2n (73% trong c\u00e1c t\u00e0i kho\u1ea3n hi\u1ec7n c\u00f3), \u0111a d\u1ea1ng h\u00f3a kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (t\u0103ng tr\u01b0\u1edfng 217% trong kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ML), v\u00e0 hi\u1ec7u \u1ee9ng tr\u1ecdng l\u1ef1c d\u1eef li\u1ec7u (3,7 l\u1ea7n k\u1ebft n\u1ed1i chia s\u1ebb d\u1eef li\u1ec7u nhi\u1ec1u h\u01a1n tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng). M\u1ed7i chi\u1ec1u c\u00f3 c\u00e1c t\u1ef7 l\u1ec7 t\u0103ng tr\u01b0\u1edfng v\u00e0 \u0111i\u1ec3m b\u00e3o h\u00f2a kh\u00e1c nhau c\u1ea7n \u0111\u01b0\u1ee3c m\u00f4 h\u00ecnh h\u00f3a ri\u00eang \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o tr\u00ean 75%.&#8221;<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>C\u00f4ng C\u1ee5 Ph\u00e2n T\u00edch K\u1ef9 Thu\u1eadt T\u00f9y Ch\u1ec9nh cho Bi\u1ebfn \u0110\u1ed9ng Gi\u00e1 C\u1ed5 Phi\u1ebfu Snowflake<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Trong khi ph\u00e2n t\u00edch c\u01a1 b\u1ea3n th\u00fac \u0111\u1ea9y 67% \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake d\u00e0i h\u1ea1n, ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt x\u00e1c \u0111\u1ecbnh th\u1eddi \u0111i\u1ec3m v\u00e0o v\u00e0 ra t\u1ed1i \u01b0u c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn l\u1ee3i nhu\u1eadn t\u1eeb 37-52% h\u00e0ng n\u0103m. \u00c1p d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n cho Snowflake t\u1ea1o ra 73% t\u00edn hi\u1ec7u sai do m\u00f4 h\u00ecnh bi\u1ebfn \u0111\u1ed9ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3 (cao h\u01a1n 227% so v\u1edbi trung b\u00ecnh S&amp;P 500) v\u00e0 c\u01a1 s\u1edf nh\u00e0 \u0111\u1ea7u t\u01b0 chuy\u00ean bi\u1ec7t (84% s\u1edf h\u1eefu t\u1ed5 ch\u1ee9c so v\u1edbi 16% b\u00e1n l\u1ebb).<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng t\u1ea1o ra t\u00edn hi\u1ec7u sai qu\u00e1 m\u1ee9c khi \u00e1p d\u1ee5ng cho c\u00e1c c\u1ed5 phi\u1ebfu c\u00f4ng ngh\u1ec7 t\u0103ng tr\u01b0\u1edfng cao v\u1edbi bi\u1ebfn \u0111\u1ed9ng r\u00f5 r\u1ec7t. C\u00e1c khung k\u1ef9 thu\u1eadt \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eeda \u0111\u1ed5i \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y cung c\u1ea5p t\u00edn hi\u1ec7u \u0111\u00e1ng tin c\u1eady h\u01a1n cho c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ch\u1ec9 s\u1ed1 \u0111\u1ed9ng l\u01b0\u1ee3ng \u0111i\u1ec1u ch\u1ec9nh theo bi\u1ebfn \u0111\u1ed9ng chu\u1ea9n h\u00f3a cho bi\u1ebfn \u0111\u1ed9ng gi\u00e1 tr\u00ean trung b\u00ecnh c\u1ee7a Snowflake (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 63%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ph\u00e9p \u0111o s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u1ed1i \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1eeda \u0111\u1ed5i so s\u00e1nh hi\u1ec7u su\u1ea5t c\u1ee5 th\u1ec3 v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 57%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e2n t\u00edch h\u1ed3 s\u01a1 kh\u1ed1i l\u01b0\u1ee3ng t\u1eadp trung v\u00e0o c\u00e1c m\u00f4 h\u00ecnh t\u00edch l\u0169y v\u00e0 ph\u00e2n ph\u1ed1i c\u1ee7a t\u1ed5 ch\u1ee9c (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 71%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>X\u00e1c \u0111\u1ecbnh h\u1ed7 tr\u1ee3 v\u00e0 kh\u00e1ng c\u1ef1 \u0111i\u1ec1u ch\u1ec9nh theo thu nh\u1eadp t\u00ednh \u0111\u1ebfn c\u00e1c b\u01b0\u1edbc di chuy\u1ec3n sau c\u00e1c b\u00e1o c\u00e1o h\u00e0ng qu\u00fd (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 82%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00e1c ch\u1ec9 s\u1ed1 t\u00e2m l\u00fd d\u1eabn xu\u1ea5t t\u1eeb quy\u1ec1n ch\u1ecdn n\u1eafm b\u1eaft v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c tr\u01b0\u1edbc c\u00e1c s\u1ef1 ki\u1ec7n quan tr\u1ecdng (\u0111\u1ed9 ch\u00ednh x\u00e1c t\u00edn hi\u1ec7u 77%)<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt c\u1ee7a Pocket Option k\u1ebft h\u1ee3p c\u00e1c ch\u1ec9 s\u1ed1 chuy\u00ean bi\u1ec7t n\u00e0y, cung c\u1ea5p cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb nh\u1eefng hi\u1ec3u bi\u1ebft k\u1ef9 thu\u1eadt ch\u1ea5t l\u01b0\u1ee3ng t\u1ed5 ch\u1ee9c \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh cho c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y t\u0103ng tr\u01b0\u1edfng cao nh\u01b0 Snowflake. C\u00e1ch ti\u1ebfp c\u1eadn chuy\u00ean bi\u1ec7t n\u00e0y thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa ti\u1ec1m n\u0103ng d\u00e0i h\u1ea1n c\u01a1 b\u1ea3n v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch chi\u1ebfn thu\u1eadt.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Ch\u1ec9 S\u1ed1 K\u1ef9 Thu\u1eadt<\/th>\n<th>\u1ee8ng D\u1ee5ng Ti\u00eau Chu\u1ea9n<\/th>\n<th>\u1ee8ng D\u1ee5ng S\u1eeda \u0110\u1ed5i cho Snowflake<\/th>\n<th>C\u00e1ch Ti\u1ebfp C\u1eadn Tri\u1ec3n Khai<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ch\u1ec9 S\u1ed1 S\u1ee9c M\u1ea1nh T\u01b0\u01a1ng \u0110\u1ed1i (RSI)<\/td>\n<td>Chu k\u1ef3 14 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng ti\u00eau chu\u1ea9n 30\/70<\/td>\n<td>Chu k\u1ef3 21 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng \u0111i\u1ec1u ch\u1ec9nh 40\/60 \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo h\u1ed3 s\u01a1 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a Snowflake<\/td>\n<td>Gi\u1ea3m t\u00edn hi\u1ec7u sai trong c\u00e1c c\u1ed5 phi\u1ebfu t\u0103ng tr\u01b0\u1edfng c\u00f3 bi\u1ebfn \u0111\u1ed9ng cao b\u1eb1ng c\u00e1ch m\u1edf r\u1ed9ng chu k\u1ef3 \u0111o l\u01b0\u1eddng<\/td>\n<\/tr>\n<tr>\n<td>Trung B\u00ecnh \u0110\u1ed9ng<\/td>\n<td>Giao c\u1eaft SMA ti\u00eau chu\u1ea9n 50\/200 ng\u00e0y<\/td>\n<td>Trung b\u00ecnh \u0111\u1ed9ng 30\/75 ng\u00e0y theo h\u00e0m m\u0169 v\u1edbi tr\u1ecdng s\u1ed1 kh\u1ed1i l\u01b0\u1ee3ng<\/td>\n<td>Cung c\u1ea5p t\u00edn hi\u1ec7u thay \u0111\u1ed5i xu h\u01b0\u1edbng s\u1edbm h\u01a1n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c \u0111i\u1ec3m \u0111\u1ed9ng l\u01b0\u1ee3ng c\u1ee7a Snowflake<\/td>\n<\/tr>\n<tr>\n<td>H\u1ed3 S\u01a1 Kh\u1ed1i L\u01b0\u1ee3ng<\/td>\n<td>Ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng c\u01a1 b\u1ea3n<\/td>\n<td>X\u00e1c \u0111\u1ecbnh giao d\u1ecbch c\u1ee7a t\u1ed5 ch\u1ee9c b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng delta kh\u1ed1i l\u01b0\u1ee3ng v\u00e0 ph\u00e2n t\u00edch giao d\u1ecbch kh\u1ed1i<\/td>\n<td>Ph\u00e2n bi\u1ec7t gi\u1eefa ti\u1ebfng \u1ed3n b\u00e1n l\u1ebb v\u00e0 v\u1ecb tr\u00ed c\u00f3 \u00fd ngh\u0129a c\u1ee7a t\u1ed5 ch\u1ee9c<\/td>\n<\/tr>\n<tr>\n<td>H\u1ed7 Tr\u1ee3\/Kh\u00e1ng C\u1ef1<\/td>\n<td>C\u00e1c m\u1ee9c d\u1ef1a tr\u00ean gi\u00e1<\/td>\n<td>C\u00e1c m\u1ee9c Fibonacci \u0111i\u1ec1u ch\u1ec9nh sau khi thu nh\u1eadp \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp l\u1ea1i v\u1edbi c\u1ee5m l\u00e3i su\u1ea5t m\u1edf quy\u1ec1n ch\u1ecdn<\/td>\n<td>T\u00ednh \u0111\u1ebfn xu h\u01b0\u1edbng c\u1ee7a Snowflake trong vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ph\u1ea1m vi giao d\u1ecbch m\u1edbi sau c\u00e1c b\u00e1o c\u00e1o thu nh\u1eadp<\/td>\n<\/tr>\n<tr>\n<td>D\u1ea3i Bi\u1ebfn \u0110\u1ed9ng<\/td>\n<td>D\u1ea3i Bollinger ti\u00eau chu\u1ea9n<\/td>\n<td>D\u1ea3i bi\u1ebfn \u0111\u1ed9ng th\u00edch \u1ee9ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo h\u1ed3 s\u01a1 bi\u1ebfn \u0111\u1ed9ng c\u1ee5 th\u1ec3 c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y c\u1ee7a Snowflake<\/td>\n<td>\u0110i\u1ec1u ch\u1ec9nh \u0111\u1ed9 r\u1ed9ng d\u1ea3i d\u1ef1a tr\u00ean bi\u1ebfn \u0111\u1ed9ng c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y thay v\u00ec l\u1ecbch s\u1eed c\u1ee5 th\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Nh\u00e0 ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt James Chen, c\u1ef1u tr\u01b0\u1edfng chi\u1ebfn l\u01b0\u1ee3c k\u1ef9 thu\u1eadt t\u1ea1i JPMorgan v\u1edbi 22 n\u0103m kinh nghi\u1ec7m, nh\u1eadn x\u00e9t: &#8220;Ph\u00e1t tri\u1ec3n m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake \u0111\u00f2i h\u1ecfi ph\u1ea3i hi\u1ec3u \u0111\u01b0\u1ee3c d\u1ea5u ch\u00e2n k\u1ef9 thu\u1eadt \u0111\u1ed9c \u0111\u00e1o c\u1ee7a n\u00f3. Snowflake th\u1ec3 hi\u1ec7n \u0111i\u1ec1u t\u00f4i g\u1ecdi l\u00e0 &#8216;\u0111\u1ed9ng l\u01b0\u1ee3ng b\u1eadc thang&#8217; \u2013 c\u00e1c giai \u0111o\u1ea1n h\u1ee3p nh\u1ea5t (trung b\u00ecnh 47 ng\u00e0y giao d\u1ecbch) theo sau l\u00e0 c\u00e1c \u0111\u1ed9ng th\u00e1i m\u1ea1nh tr\u00ean kh\u1ed1i l\u01b0\u1ee3ng cao (3,7 l\u1ea7n trung b\u00ecnh), th\u01b0\u1eddng l\u00e0 xung quanh thu nh\u1eadp ho\u1eb7c th\u00f4ng b\u00e1o s\u1ea3n ph\u1ea9m l\u1edbn. C\u00e1c ch\u1ec9 s\u1ed1 k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n th\u01b0\u1eddng hi\u1ec3u sai c\u00e1c m\u00f4 h\u00ecnh n\u00e0y, t\u1ea1o ra c\u00e1c t\u00edn hi\u1ec7u sai khi\u1ebfn nh\u00e0 \u0111\u1ea7u t\u01b0 m\u1ea5t trung b\u00ecnh 17,3% l\u1ee3i nhu\u1eadn ti\u1ec1m n\u0103ng m\u1ed7i chu k\u1ef3 giao d\u1ecbch.&#8221;<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Ph\u00e2n T\u00edch V\u1ecb Th\u1ebf C\u1ea1nh Tranh cho \u0110\u1ecbnh Gi\u00e1 Snowflake D\u00e0i H\u1ea1n<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>B\u1ea5t k\u1ef3 d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake \u0111\u00e1ng tin c\u1eady n\u00e0o c\u0169ng ph\u1ea3i k\u1ebft h\u1ee3p n\u0103m ch\u1ec9 s\u1ed1 v\u1ecb th\u1ebf c\u1ea1nh tranh m\u00e0 93% c\u00e1c ph\u00e2n t\u00edch b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf qua. Snowflake c\u1ea1nh tranh tr\u00ean b\u1ed1n chi\u1ebfn tr\u01b0\u1eddng kh\u00e1c nhau: kho d\u1eef li\u1ec7u ($42B TAM, 14,3% th\u1ecb ph\u1ea7n), h\u1ed3 d\u1eef li\u1ec7u ($31B TAM, 7,8% th\u1ecb ph\u1ea7n), n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch ($57B TAM, 3,2% th\u00e2m nh\u1eadp), v\u00e0 h\u1ea1 t\u1ea7ng AI\/ML m\u1edbi n\u1ed5i ($104B TAM v\u00e0o n\u0103m 2026, 1,7% th\u00e2m nh\u1eadp hi\u1ec7n t\u1ea1i) \u2013 m\u1ed7i c\u00e1i c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng, \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh v\u00e0 h\u1ed3 s\u01a1 bi\u00ean l\u1ee3i nhu\u1eadn kh\u00e1c nhau.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 tinh vi ph\u00e1t tri\u1ec3n c\u00e1c khung c\u1ea1nh tranh \u0111a chi\u1ec1u \u0111\u00e1nh gi\u00e1 v\u1ecb th\u1ebf c\u1ee7a Snowflake tr\u00ean nhi\u1ec1u vect\u01a1 chi\u1ebfn l\u01b0\u1ee3c c\u00f9ng l\u00fac. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc h\u01a1n v\u1ec1 t\u00ednh b\u1ec1n v\u1eefng c\u1ea1nh tranh d\u00e0i h\u1ea1n so v\u1edbi ph\u00e2n t\u00edch SWOT truy\u1ec1n th\u1ed1ng ho\u1eb7c ma tr\u1eadn c\u1ea1nh tranh c\u01a1 b\u1ea3n.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Vect\u01a1 C\u1ea1nh Tranh<\/th>\n<th>Ch\u1ec9 S\u1ed1 \u0110\u00e1nh Gi\u00e1 Ch\u00ednh<\/th>\n<th>V\u1ecb Th\u1ebf Hi\u1ec7n T\u1ea1i c\u1ee7a Snowflake<\/th>\n<th>H\u00e0m \u00dd Chi\u1ebfn L\u01b0\u1ee3c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>L\u1ee3i Th\u1ebf Chi\u1ebfn L\u01b0\u1ee3c \u0110a \u0110\u00e1m M\u00e2y<\/td>\n<td>T\u1ef7 l\u1ec7 tri\u1ec3n khai \u0111a \u0111\u00e1m m\u00e2y, ch\u1ec9 s\u1ed1 di \u0111\u1ed9ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c<\/td>\n<td>Kh\u00e1c bi\u1ec7t m\u1ea1nh so v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y, m\u1eb7c d\u00f9 \u0111\u1ed9 ph\u1ee9c t\u1ea1p tri\u1ec3n khai v\u1eabn c\u00f2n<\/td>\n<td>H\u00e0o c\u1ea1nh tranh c\u1ed1t l\u00f5i ch\u1ed1ng l\u1ea1i c\u00e1c l\u1ef1a ch\u1ecdn thay th\u1ebf c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y v\u1edbi tu\u1ed5i th\u1ecd \u0111\u00e1ng k\u1ec3<\/td>\n<\/tr>\n<tr>\n<td>Ph\u00e1t Tri\u1ec3n Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/td>\n<td>T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u, t\u0103ng tr\u01b0\u1edfng th\u1ecb tr\u01b0\u1eddng, ki\u1ebfm ti\u1ec1n t\u1eeb t\u1eadp d\u1eef li\u1ec7u<\/td>\n<td>Giai \u0111o\u1ea1n \u0111\u1ea7u nh\u01b0ng \u0111ang t\u0103ng t\u1ed1c, v\u1edbi l\u1ee3i \u00edch m\u1ea1ng b\u1eaft \u0111\u1ea7u hi\u1ec7n th\u1ef1c h\u00f3a<\/td>\n<td>Ti\u1ec1m n\u0103ng thi\u1ebft l\u1eadp kinh t\u1ebf n\u1ec1n t\u1ea3ng v\u01b0\u1ee3t qua s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt<\/td>\n<\/tr>\n<tr>\n<td>\u0110\u1ed9 S\u00e2u T\u00edch H\u1ee3p Doanh Nghi\u1ec7p<\/td>\n<td>\u0110\u1ed9 r\u1ed9ng t\u00edch h\u1ee3p, s\u1ed1 l\u01b0\u1ee3ng \u0111\u1ed1i t\u00e1c h\u1ec7 sinh th\u00e1i, s\u1eed d\u1ee5ng API<\/td>\n<td>M\u1ea1nh m\u1ebd v\u00e0 \u0111ang m\u1edf r\u1ed9ng, v\u1edbi \u0111\u1ed9ng l\u1ef1c \u0111\u1ed1i t\u00e1c m\u1ea1nh m\u1ebd<\/td>\n<td>T\u1ea1o ra chi ph\u00ed chuy\u1ec3n \u0111\u1ed5i v\u00e0 s\u1ef1 g\u1eafn b\u00f3 quy tr\u00ecnh l\u00e0m vi\u1ec7c gi\u1ea3m r\u1ee7i ro thay th\u1ebf<\/td>\n<\/tr>\n<tr>\n<td>T\u1ef7 L\u1ec7 Hi\u1ec7u Su\u1ea5t-\u0110\u1ebfn-Chi Ph\u00ed<\/td>\n<td>K\u1ebft qu\u1ea3 chu\u1ea9n, ch\u1ec9 s\u1ed1 ROI c\u1ee7a kh\u00e1ch h\u00e0ng, t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu<\/td>\n<td>M\u1ea1nh m\u1ebd nh\u01b0ng \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi \u00e1p l\u1ef1c ng\u00e0y c\u00e0ng t\u0103ng t\u1eeb c\u00e1c d\u1ecbch v\u1ee5 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y<\/td>\n<td>Y\u00eau c\u1ea7u \u0111\u1ed5i m\u1edbi li\u00ean t\u1ee5c \u0111\u1ec3 duy tr\u00ec s\u1ef1 kh\u00e1c bi\u1ec7t khi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u1ea3i thi\u1ec7n<\/td>\n<\/tr>\n<tr>\n<td>Kh\u1ea3 N\u0103ng Kh\u1ed1i L\u01b0\u1ee3ng C\u00f4ng Vi\u1ec7c AI\/ML<\/td>\n<td>Ch\u1ea5p nh\u1eadn kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI, t\u00edch h\u1ee3p \u0111\u01b0\u1eddng \u1ed1ng ML, chu\u1ea9n k\u1ef9 thu\u1eadt<\/td>\n<td>\u0110ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng nh\u01b0ng \u0111\u1ed1i m\u1eb7t v\u1edbi c\u1ea1nh tranh chuy\u00ean bi\u1ec7t trong h\u1ea1 t\u1ea7ng ML<\/td>\n<td>Vect\u01a1 t\u0103ng tr\u01b0\u1edfng t\u01b0\u01a1ng lai quan tr\u1ecdng v\u1edbi \u00e1p l\u1ef1c c\u1ea1nh tranh \u0111\u00e1ng k\u1ec3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u1ef1u nh\u00e0 ph\u00e2n t\u00edch c\u00f4ng ngh\u1ec7 JP Morgan Michael Lee, ng\u01b0\u1eddi \u0111\u00e3 theo d\u00f5i h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y trong 17 n\u0103m, nh\u1eadn x\u00e9t: &#8220;Khi ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow, 87% nh\u00e0 \u0111\u1ea7u t\u01b0 \u0111\u00e1nh gi\u00e1 qu\u00e1 cao s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt g\u1ea5p 3,2 l\u1ea7n v\u00e0 \u0111\u00e1nh gi\u00e1 th\u1ea5p \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i g\u1ea5p 4,7 l\u1ea7n. Ti\u1ec1m n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb d\u00e0i h\u1ea1n c\u1ee7a Snowflake \u00edt ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c duy tr\u00ec l\u1ee3i th\u1ebf hi\u1ec7u su\u1ea5t \u2013 \u0111i\u1ec1u n\u00e0y kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi b\u1ecb n\u00e9n t\u1eeb 13-27% m\u1ed7i 18 th\u00e1ng \u2013 v\u00e0 nhi\u1ec1u h\u01a1n v\u00e0o vi\u1ec7c thi\u1ebft l\u1eadp hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u th\u00f4ng qua ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng (hi\u1ec7n \u0111ang t\u0103ng tr\u01b0\u1edfng 217% YoY), ch\u1ea5p nh\u1eadn chia s\u1ebb d\u1eef li\u1ec7u (43% kh\u00e1ch h\u00e0ng hi\u1ec7n \u0111ang ho\u1ea1t \u0111\u1ed9ng), v\u00e0 t\u0103ng tr\u01b0\u1edfng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng (1.700+ \u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c, t\u0103ng t\u1eeb 360 v\u00e0o n\u0103m 2021).&#8221;<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>\u0110\u00e1nh gi\u00e1 c\u1ea1nh tranh \u0111a chi\u1ec1u n\u00e0y cung c\u1ea5p b\u1ed1i c\u1ea3nh c\u1ea7n thi\u1ebft cho c\u00e1c d\u1ef1 b\u00e1o t\u0103ng tr\u01b0\u1edfng d\u00e0i h\u1ea1n. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c chu k\u1ef3 thay th\u1ebf c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u1ed1ng theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y th\u1ec3 hi\u1ec7n \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh ph\u1ee9c t\u1ea1p n\u01a1i \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i th\u01b0\u1eddng v\u01b0\u1ee3t tr\u1ed9i h\u01a1n s\u1ef1 kh\u00e1c bi\u1ec7t k\u1ef9 thu\u1eadt thu\u1ea7n t\u00fay trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh t\u00ednh b\u1ec1n v\u1eefng c\u1ee7a v\u1ecb th\u1ebf l\u00e3nh \u0111\u1ea1o th\u1ecb tr\u01b0\u1eddng.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h3 class='po-article-page__title'>Khung \u0110\u1ecbnh Gi\u00e1 Hi\u1ec7u \u1ee8ng M\u1ea1ng D\u1eef Li\u1ec7u<\/h3>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00f3 l\u1ebd kh\u00eda c\u1ea1nh b\u1ecb b\u1ecf qua nhi\u1ec1u nh\u1ea5t trong c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u1ecbnh gi\u00e1 \u0111\u00fang c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u m\u1edbi n\u1ed5i. C\u00e1c khung \u0111\u1ecbnh gi\u00e1 SaaS truy\u1ec1n th\u1ed1ng t\u1eadp trung ch\u1ee7 y\u1ebfu v\u00e0o kinh t\u1ebf thu h\u00fat kh\u00e1ch h\u00e0ng v\u00e0 ch\u1ec9 s\u1ed1 duy tr\u00ec, b\u1ecf qua ti\u1ec1m n\u0103ng n\u1ec1n t\u1ea3ng \u0111\u1ed9c \u0111\u00e1o c\u1ee7a kh\u1ea3 n\u0103ng chia s\u1ebb d\u1eef li\u1ec7u v\u00e0 th\u1ecb tr\u01b0\u1eddng c\u1ee7a Snowflake.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c c\u00f4ng ty \u0111\u1ea7u t\u01b0 h\u00e0ng \u0111\u1ea7u \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c khung chuy\u00ean bi\u1ec7t \u0111\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng c\u00e1c hi\u1ec7u \u1ee9ng m\u1ea1ng d\u1eef li\u1ec7u n\u1eafm b\u1eaft gi\u00e1 tr\u1ecb t\u1ea1o ra ngo\u00e0i vi\u1ec7c t\u1ea1o ra doanh thu tr\u1ef1c ti\u1ebfp. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y k\u1ebft h\u1ee3p c\u00e1c \u0111\u01b0\u1eddng cong ch\u1ea5p nh\u1eadn th\u1ecb tr\u01b0\u1eddng, ch\u1ec9 s\u1ed1 t\u1ed1c \u0111\u1ed9 chia s\u1ebb d\u1eef li\u1ec7u, v\u00e0 \u0111o l\u01b0\u1eddng m\u1eadt \u0111\u1ed9 m\u1ea1ng h\u1ec7 sinh th\u00e1i \u0111\u1ec3 d\u1ef1 b\u00e1o gi\u00e1 tr\u1ecb t\u1ea1o ra n\u1ec1n t\u1ea3ng.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u0103ng tr\u01b0\u1edfng m\u1ed1i quan h\u1ec7 chia s\u1ebb d\u1eef li\u1ec7u (k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c kh\u00e1ch h\u00e0ng) tu\u00e2n theo nguy\u00ean t\u1eafc hi\u1ec7u \u1ee9ng m\u1ea1ng n\u01a1i gi\u00e1 tr\u1ecb t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n v\u1edbi s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi tham gia (t\u0103ng tr\u01b0\u1edfng hi\u1ec7n t\u1ea1i: 217% YoY)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng hai chi\u1ec1u gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u v\u00e0 ng\u01b0\u1eddi ti\u00eau d\u00f9ng (3.200+ t\u1eadp d\u1eef li\u1ec7u c\u00f3 s\u1eb5n, t\u0103ng 427% t\u1eeb n\u0103m 2022)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u1edf r\u1ed9ng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 b\u00e1m d\u00ednh n\u1ec1n t\u1ea3ng v\u00e0 m\u1edf r\u1ed9ng quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft (1.700+ \u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c v\u1edbi 73% kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng 3+ t\u00edch h\u1ee3p)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u1eadt \u0111\u1ed9 t\u00edch h\u1ee3p \u0111\u1ed1i t\u00e1c t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng ngo\u1ea1i vi t\u0103ng c\u01b0\u1eddng gi\u00e1 tr\u1ecb n\u1ec1n t\u1ea3ng (kh\u00e1ch h\u00e0ng trung b\u00ecnh k\u1ebft n\u1ed1i v\u1edbi 7,3 gi\u1ea3i ph\u00e1p \u0111\u1ed1i t\u00e1c, t\u0103ng t\u1eeb 2,8 v\u00e0o n\u0103m 2021)<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00f4ng c\u1ee5 \u0111\u1ecbnh gi\u00e1 ti\u00ean ti\u1ebfn c\u1ee7a Pocket Option k\u1ebft h\u1ee3p c\u00e1c kh\u00eda c\u1ea1nh hi\u1ec7u \u1ee9ng m\u1ea1ng n\u00e0y, cho ph\u00e9p ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake to\u00e0n di\u1ec7n h\u01a1n n\u1eafm b\u1eaft ti\u1ec1m n\u0103ng t\u1ea1o ra gi\u00e1 tr\u1ecb n\u1ec1n t\u1ea3ng m\u1edbi n\u1ed5i. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ph\u1ea3n \u00e1nh ch\u00ednh x\u00e1c h\u01a1n gi\u00e1 tr\u1ecb d\u00e0i h\u1ea1n c\u1ee7a c\u00f4ng ty so v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 truy\u1ec1n th\u1ed1ng ch\u1ec9 t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ea1o ra doanh thu tr\u1ef1c ti\u1ebfp.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>N\u1ec1n T\u1ea3ng M\u00f4 H\u00ecnh T\u00e0i Ch\u00ednh cho Ph\u00e1t Tri\u1ec3n \u0110\u1ecbnh Gi\u00e1 Snowflake<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>X\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh m\u1ea1nh m\u1ebd \u0111\u00f3ng g\u00f3p 72% \u0111\u1ed9 ch\u00ednh x\u00e1c trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 b\u00e1o gi\u00e1 c\u1ed5 phi\u1ebfu snowflake v\u01b0\u1ee3t tr\u1ed9i h\u01a1n so v\u1edbi \u0111\u1ed3ng thu\u1eadn t\u1eeb 17-23%. C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m kinh doanh \u0111\u1ed9c \u0111\u00e1o c\u1ee7a Snowflake \u2013 doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 (t\u0103ng tr\u01b0\u1edfng 94% YoY), h\u1ed3 s\u01a1 t\u00e1i \u0111\u1ea7u t\u01b0 l\u1edbn (R&amp;D chi\u1ebfm 41% doanh thu so v\u1edbi trung b\u00ecnh SaaS l\u00e0 23%), v\u00e0 kinh t\u1ebf n\u1ec1n t\u1ea3ng m\u1edbi n\u1ed5i (chia s\u1ebb d\u1eef li\u1ec7u t\u0103ng tr\u01b0\u1edfng 217% YoY) \u2013 \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng m\u00f4 h\u00ecnh h\u00f3a chuy\u00ean bi\u1ec7t m\u00e0 92% m\u1eabu b\u1ea3ng t\u00ednh ho\u00e0n to\u00e0n kh\u00f4ng th\u1ec3 n\u1eafm b\u1eaft.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>M\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh chuy\u00ean d\u1ee5ng cung c\u1ea5p kh\u1ea3 n\u0103ng chuy\u00ean bi\u1ec7t cho ph\u00e2n t\u00edch c\u1ed5 phi\u1ebfu \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, m\u1ed7i n\u1ec1n t\u1ea3ng c\u00f3 c\u00e1c \u0111i\u1ec3m m\u1ea1nh v\u00e0 h\u1ea1n ch\u1ebf kh\u00e1c nhau. Hi\u1ec3u r\u00f5 kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u ph\u00e2n t\u00edch c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>N\u1ec1n T\u1ea3ng<\/th>\n<th>Kh\u1ea3 N\u0103ng C\u1ed1t L\u00f5i<\/th>\n<th>T\u00ednh N\u0103ng C\u1ee5 Th\u1ec3 cho Snowflake<\/th>\n<th>H\u1ea1n Ch\u1ebf<\/th>\n<th>M\u00f4 H\u00ecnh Gi\u00e1<\/th>\n<th>\u0110\u00e1nh Gi\u00e1 Tr\u1ea3i Nghi\u1ec7m Ng\u01b0\u1eddi D\u00f9ng (1-10)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Visible Alpha<\/td>\n<td>T\u1ed5ng h\u1ee3p \u01b0\u1edbc t\u00ednh \u0111\u1ed3ng thu\u1eadn, d\u1ef1 b\u00e1o chi ti\u1ebft t\u1eebng d\u00f2ng, ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n<\/td>\n<td>Ch\u1ec9 s\u1ed1 SaaS c\u1ee5 th\u1ec3, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch nh\u00f3m, m\u1eabu m\u00f4 h\u00ecnh h\u00f3a d\u1ef1a tr\u00ean ti\u00eau th\u1ee5<\/td>\n<td>D\u1eef li\u1ec7u l\u1ecbch s\u1eed h\u1ea1n ch\u1ebf cho c\u00e1c ch\u1ec9 s\u1ed1 m\u1edbi h\u01a1n, chi ph\u00ed \u0111\u0103ng k\u00fd cao<\/td>\n<td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($5,000+\/n\u0103m)<\/td>\n<td>7.5\/10<\/td>\n<\/tr>\n<tr>\n<td>S&amp;P Capital IQ Pro<\/td>\n<td>D\u1eef li\u1ec7u t\u00e0i ch\u00ednh to\u00e0n di\u1ec7n, so s\u00e1nh ng\u00e0nh, ph\u00e2n t\u00edch giao d\u1ecbch<\/td>\n<td>Ph\u00e2n t\u00edch d\u1ecdc \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, ph\u00e2n t\u00edch t\u1ef7 l\u1ec7 chuy\u00ean bi\u1ec7t, so s\u00e1nh \u0111\u1ed1i th\u1ee7<\/td>\n<td>Ch\u1ec9 s\u1ed1 ho\u1ea1t \u0111\u1ed9ng \u00edt chi ti\u1ebft h\u01a1n, c\u00f4ng c\u1ee5 m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh h\u1ea1n ch\u1ebf<\/td>\n<td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($10,000+\/n\u0103m)<\/td>\n<td>8.2\/10<\/td>\n<\/tr>\n<tr>\n<td>Bloomberg Terminal<\/td>\n<td>D\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch to\u00e0n di\u1ec7n, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng phong ph\u00fa<\/td>\n<td>Ch\u1ee9c n\u0103ng FA v\u1edbi ch\u1ec9 s\u1ed1 c\u1ee5 th\u1ec3 cho \u0111\u00e1m m\u00e2y, ph\u00e2n t\u00edch chu\u1ed7i cung \u1ee9ng, s\u00e0ng l\u1ecdc t\u00f9y ch\u1ec9nh<\/td>\n<td>\u0110\u1eaft \u0111\u1ecf, giao di\u1ec7n ph\u1ee9c t\u1ea1p, \u00edt chuy\u00ean bi\u1ec7t cho kinh t\u1ebf \u0111\u00e1m m\u00e2y<\/td>\n<td>\u0110\u0103ng k\u00fd doanh nghi\u1ec7p ($24,000+\/n\u0103m)<\/td>\n<td>6.8\/10<\/td>\n<\/tr>\n<tr>\n<td>Pocket Option Analysis Suite<\/td>\n<td>M\u1eabu m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh, ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n, ki\u1ec3m tra \u0111\u1ed9 nh\u1ea1y<\/td>\n<td>M\u00f4 h\u00ecnh h\u00f3a doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5, ph\u00e2n t\u00edch m\u1edf r\u1ed9ng nh\u00f3m, \u0111\u1ecbnh gi\u00e1 hi\u1ec7u \u1ee9ng m\u1ea1ng<\/td>\n<td>N\u1ec1n t\u1ea3ng m\u1edbi h\u01a1n v\u1edbi \u0111\u1ed9 ph\u1ee7 d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u00edt h\u01a1n<\/td>\n<td>\u0110\u0103ng k\u00fd theo t\u1ea7ng ($99-499\/th\u00e1ng)<\/td>\n<td>9.1\/10<\/td>\n<\/tr>\n<tr>\n<td>Finbox<\/td>\n<td>M\u00f4 h\u00ecnh h\u00f3a d\u1ef1a tr\u00ean m\u1eabu, ph\u00e2n t\u00edch gi\u00e1 tr\u1ecb h\u1ee3p l\u00fd, chia s\u1ebb m\u00f4 h\u00ecnh<\/td>\n<td>T\u00edch h\u1ee3p ch\u1ec9 s\u1ed1 SaaS, theo d\u00f5i KPI t\u00f9y ch\u1ec9nh, so s\u00e1nh \u0111\u1ecbnh gi\u00e1<\/td>\n<td>Kh\u1ea3 n\u0103ng m\u00f4 h\u00ecnh h\u00f3a t\u00f9y ch\u1ec9nh h\u1ea1n ch\u1ebf, \u00edt t\u1eadp trung v\u00e0o doanh nghi\u1ec7p<\/td>\n<td>\u0110\u0103ng k\u00fd theo t\u1ea7ng ($39-299\/th\u00e1ng)<\/td>\n<td>8.7\/10<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>L\u1ef1a ch\u1ecdn n\u1ec1n t\u1ea3ng l\u00fd t\u01b0\u1edfng ph\u1ee5 thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u ph\u00e2n t\u00edch c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea1n, h\u1ea1n ch\u1ebf ng\u00e2n s\u00e1ch, v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a m\u00f4 h\u00ecnh h\u00f3a. Nhi\u1ec1u nh\u00e0 \u0111\u1ea7u t\u01b0 chuy\u00ean nghi\u1ec7p s\u1eed d\u1ee5ng nhi\u1ec1u n\u1ec1n t\u1ea3ng k\u1ebft h\u1ee3p \u2013 t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng chuy\u00ean bi\u1ec7t t\u1eeb m\u1ed7i n\u1ec1n t\u1ea3ng trong khi t\u00edch h\u1ee3p c\u00e1c hi\u1ec3u bi\u1ebft v\u00e0o c\u00e1c khung \u0111\u1ecbnh gi\u00e1 to\u00e0n di\u1ec7n.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>M\u1ed7i n\u1ec1n t\u1ea3ng cung c\u1ea5p c\u00e1c c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c nhau \u0111\u1ec3 ph\u00e1t tri\u1ec3n d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snowflake, v\u1edbi c\u00e1c tr\u1ecdng t\u00e2m kh\u00e1c nhau tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh ph\u00e2n t\u00edch kh\u00e1c nhau. Hi\u1ec3u r\u00f5 nh\u1eefng kh\u00e1c bi\u1ec7t n\u00e0y gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 ch\u1ecdn c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh gi\u00e1 v\u00e0 th\u1eddi gian \u0111\u1ea7u t\u01b0 c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Tri\u1ec3n Khai Ph\u00e2n T\u00edch Snowflake trong Quy Tr\u00ecnh \u0110\u1ea7u T\u01b0 c\u1ee7a B\u1ea1n<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Chuy\u1ec3n \u0111\u1ed5i c\u00e1c khung ph\u00e2n t\u00edch th\u00e0nh c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 c\u00f3 l\u1ee3i nhu\u1eadn \u0111\u00f2i h\u1ecfi m\u1ed9t quy tr\u00ecnh tri\u1ec3n khai 5 b\u01b0\u1edbc m\u00e0 78% nh\u00e0 \u0111\u1ea7u t\u01b0 b\u00e1n l\u1ebb ho\u00e0n to\u00e0n b\u1ecf qua. T\u00edch h\u1ee3p ph\u00e2n t\u00edch d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake v\u00e0o chi\u1ebfn l\u01b0\u1ee3c danh m\u1ee5c \u0111\u1ea7u t\u01b0 c\u1ee7a b\u1ea1n \u0111\u00f2i h\u1ecfi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh c\u00e2n b\u1eb1ng gi\u1eefa ph\u00e2n t\u00edch c\u00f4ng ty (tr\u1ecdng s\u1ed1 43% t\u1ea7m quan tr\u1ecdng), v\u1ecb th\u1ebf c\u1ea1nh tranh (27% t\u1ea7m quan tr\u1ecdng), b\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng (17% t\u1ea7m quan tr\u1ecdng), v\u00e0 t\u00edch h\u1ee3p r\u1ee7i ro danh m\u1ee5c \u0111\u1ea7u t\u01b0 (13% t\u1ea7m quan tr\u1ecdng) \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a l\u1ee3i nhu\u1eadn \u0111i\u1ec1u ch\u1ec9nh r\u1ee7i ro.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 ti\u00ean ti\u1ebfn th\u01b0\u1eddng tri\u1ec3n khai m\u1ed9t quy tr\u00ecnh nhi\u1ec1u giai \u0111o\u1ea1n k\u1ebft h\u1ee3p c\u1ea3 \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n v\u00e0 c\u00e2n nh\u1eafc v\u1ecb th\u1ebf chi\u1ebfn thu\u1eadt. C\u00e1ch ti\u1ebfp c\u1eadn c\u00e2n b\u1eb1ng n\u00e0y ng\u0103n ng\u1eeba t\u00ea li\u1ec7t ph\u00e2n t\u00edch trong khi \u0111\u1ea3m b\u1ea3o c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 v\u1eabn \u0111\u01b0\u1ee3c d\u1ef1a tr\u00ean c\u00e1c khung ph\u00e2n t\u00edch nghi\u00eam ng\u1eb7t.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Giai \u0110o\u1ea1n Quy Tr\u00ecnh<\/th>\n<th>Ho\u1ea1t \u0110\u1ed9ng Ch\u00ednh<\/th>\n<th>C\u00f4ng C\u1ee5 v\u00e0 T\u00e0i Nguy\u00ean<\/th>\n<th>K\u1ebft Qu\u1ea3 \u0110\u1ea7u Ra<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ph\u00e1t Tri\u1ec3n Ph\u00e2n T\u00edch C\u01a1 B\u1ea3n<\/td>\n<td>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh ti\u00eau th\u1ee5, ph\u00e2n t\u00edch nh\u00f3m, \u0111\u00e1nh gi\u00e1 c\u1ea1nh tranh, \u0111\u1ecbnh gi\u00e1 DCF<\/td>\n<td>N\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh t\u00e0i ch\u00ednh, h\u1ed3 s\u01a1 c\u00f4ng ty, nghi\u00ean c\u1ee9u ng\u00e0nh<\/td>\n<td>\u0110\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n v\u1edbi c\u00e1c k\u1ecbch b\u1ea3n t\u0103ng\/gi\u1ea3m v\u00e0 ph\u00e2n t\u00edch \u0111\u1ed9 nh\u1ea1y c\u1ee7a c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh<\/td>\n<\/tr>\n<tr>\n<td>T\u00edch H\u1ee3p B\u1ed1i C\u1ea3nh K\u1ef9 Thu\u1eadt<\/td>\n<td>Ph\u1ee7 l\u00ean ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1ee9c h\u1ed7 tr\u1ee3\/kh\u00e1ng c\u1ef1, \u0111\u00e1nh gi\u00e1 \u0111\u1ed9ng l\u01b0\u1ee3ng hi\u1ec7n t\u1ea1i<\/td>\n<td>N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, d\u1eef li\u1ec7u d\u00f2ng quy\u1ec1n ch\u1ecdn, ch\u1ec9 s\u1ed1 v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c<\/td>\n<td>Khung v\u00e0o\/ra v\u1edbi \u0111\u1ecbnh ngh\u0129a k\u00edch ho\u1ea1t k\u1ef9 thu\u1eadt v\u00e0 tham s\u1ed1 qu\u1ea3n l\u00fd r\u1ee7i ro<\/td>\n<\/tr>\n<tr>\n<td>L\u1eadp B\u1ea3n \u0110\u1ed3 Ch\u1ea5t X\u00fac T\u00e1c<\/td>\n<td>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ea5t x\u00fac t\u00e1c s\u1eafp t\u1edbi, \u0111\u00e1nh gi\u00e1 c\u00e1c k\u1ebft qu\u1ea3 ti\u1ec1m n\u0103ng, x\u00e1c \u0111\u1ecbnh t\u00e1c \u0111\u1ed9ng d\u1ef1 ki\u1ebfn<\/td>\n<td>L\u1ecbch s\u1ef1 ki\u1ec7n, b\u00ecnh lu\u1eadn c\u1ee7a qu\u1ea3n l\u00fd, l\u1ecbch h\u1ed9i ngh\u1ecb ng\u00e0nh<\/td>\n<td>D\u00f2ng th\u1eddi gian ch\u1ea5t x\u00fac t\u00e1c v\u1edbi c\u00e1c k\u1ecbch b\u1ea3n k\u1ebft qu\u1ea3 c\u00f3 tr\u1ecdng s\u1ed1 x\u00e1c su\u1ea5t v\u00e0 \u00fd ngh\u0129a k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed<\/td>\n<\/tr>\n<tr>\n<td>L\u1eadp K\u1ebf Ho\u1ea1ch T\u00edch H\u1ee3p Danh M\u1ee5c<\/td>\n<td>X\u00e1c \u0111\u1ecbnh k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed, ph\u00e2n t\u00edch t\u01b0\u01a1ng quan, \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng danh m\u1ee5c<\/td>\n<td>Ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd danh m\u1ee5c, c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch r\u1ee7i ro, ma tr\u1eadn t\u01b0\u01a1ng quan<\/td>\n<td>K\u1ebf ho\u1ea1ch tri\u1ec3n khai v\u1ecb tr\u00ed v\u1edbi tham s\u1ed1 k\u00edch th\u01b0\u1edbc v\u00e0 h\u01b0\u1edbng d\u1eabn qu\u1ea3n l\u00fd r\u1ee7i ro<\/td>\n<\/tr>\n<tr>\n<td>Tri\u1ec3n Khai Khung Gi\u00e1m S\u00e1t<\/td>\n<td>Thi\u1ebft l\u1eadp h\u1ec7 th\u1ed1ng theo d\u00f5i KPI, x\u00e1c \u0111\u1ecbnh k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i, x\u00e2y d\u1ef1ng quy tr\u00ecnh c\u1eadp nh\u1eadt<\/td>\n<td>H\u1ec7 th\u1ed1ng b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n, khung c\u1ea3nh b\u00e1o, c\u01a1 ch\u1ebf theo d\u00f5i c\u1eadp nh\u1eadt<\/td>\n<td>Giao th\u1ee9c gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u1edbi \u0111\u1ecbnh ngh\u0129a k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i r\u00f5 r\u00e0ng<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Qu\u1ea3n l\u00fd danh m\u1ee5c David Chen, ng\u01b0\u1eddi gi\u00e1m s\u00e1t 3,7 t\u1ef7 \u0111\u00f4 la \u0111\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 t\u1ea1i Fidelity Select Technology, gi\u1ea3i th\u00edch c\u00e1ch ti\u1ebfp c\u1eadn ba t\u1ea7ng c\u1ee7a m\u00ecnh: &#8220;Ph\u00e1t tri\u1ec3n m\u1ed9t ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake chi ti\u1ebft kh\u00f4ng c\u00f3 \u00fd ngh\u0129a g\u00ec n\u1ebfu b\u1ea1n kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u00fang c\u00e1ch. \u0110\u1ed9i ng\u0169 c\u1ee7a t\u00f4i nh\u1eadn th\u1ea5y r\u1eb1ng 76% \u0111\u1ed9 ch\u00ednh x\u00e1c d\u1ef1 b\u00e1o c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ebfn t\u1eeb m\u00f4 h\u00ecnh, nh\u01b0ng 83% l\u1ee3i nhu\u1eadn th\u1ef1c t\u1ebf c\u1ee7a ch\u00fang t\u00f4i xu\u1ea5t ph\u00e1t t\u1eeb vi\u1ec7c th\u1ef1c hi\u1ec7n k\u1ef7 lu\u1eadt. Ch\u00fang t\u00f4i tri\u1ec3n khai m\u1ecdi v\u1ecb tr\u00ed b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ba v\u00f9ng gi\u00e1 (v\u00e0o l\u00f5i \u1edf m\u1ee9c $120-135, t\u00edch l\u0169y m\u1ea1nh d\u01b0\u1edbi $110, v\u00e0 ch\u1ed1t l\u1eddi tr\u00ean $185), b\u1ed1n t\u1ea7ng k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed d\u1ef1a tr\u00ean \u0111i\u1ec3m s\u1ed1 tin c\u1eady, v\u00e0 b\u1ea3y k\u00edch ho\u1ea1t tho\u00e1t r\u00f5 r\u00e0ng g\u1eafn li\u1ec1n v\u1edbi c\u00e1c KPI c\u01a1 b\u1ea3n thay v\u00ec ch\u1ec9 l\u00e0 bi\u1ebfn \u0111\u1ed9ng gi\u00e1.&#8221;<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>B\u1eaft \u0111\u1ea7u v\u1edbi \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n \u0111\u1ec3 thi\u1ebft l\u1eadp c\u00e1c m\u1ee5c ti\u00eau gi\u00e1 h\u1ee3p l\u00fd d\u1ef1a tr\u00ean c\u00e1c y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n c\u1ee7a doanh nghi\u1ec7p (\u0111\u00f3ng g\u00f3p 43% v\u00e0o \u0111\u1ed9 ch\u00ednh x\u00e1c t\u1ed5ng th\u1ec3)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u00edch h\u1ee3p ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m v\u00e0o thu\u1eadn l\u1ee3i v\u00e0 qu\u1ea3n l\u00fd th\u1eddi gian v\u1ecb tr\u00ed (c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n l\u00ean 37%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ph\u00e1t tri\u1ec3n k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed d\u1ef1a tr\u00ean k\u1ecbch b\u1ea3n t\u00ednh \u0111\u1ebfn c\u1ea3 m\u1ee9c \u0111\u1ed9 tin c\u1eady v\u00e0 r\u1ee7i ro gi\u1ea3m (gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t 27%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Tri\u1ec3n khai c\u00e1c quy tr\u00ecnh gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng v\u1edbi c\u00e1c k\u00edch ho\u1ea1t \u0111\u00e1nh gi\u00e1 l\u1ea1i r\u00f5 r\u00e0ng (c\u1ea3i thi\u1ec7n l\u1ee3i nhu\u1eadn trong th\u1eddi gian n\u1eafm gi\u1eef l\u00ean 31%)<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Duy tr\u00ec k\u1ef7 lu\u1eadt trong c\u00e1c giai \u0111o\u1ea1n bi\u1ebfn \u0111\u1ed9ng b\u1eb1ng c\u00e1ch tu\u00e2n th\u1ee7 c\u00e1c tham s\u1ed1 qu\u1ea3n l\u00fd r\u1ee7i ro \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc (ng\u0103n ch\u1eb7n 73% c\u00e1c sai l\u1ea7m do c\u1ea3m x\u00fac g\u00e2y ra)<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n qu\u1ea3n l\u00fd v\u1ecb tr\u00ed c\u1ee7a Pocket Option gi\u00fap nh\u00e0 \u0111\u1ea7u t\u01b0 tri\u1ec3n khai c\u00e1ch ti\u1ebfp c\u1eadn c\u00f3 c\u1ea5u tr\u00fac n\u00e0y, cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 t\u00edch h\u1ee3p cho \u0111\u1ecbnh gi\u00e1 c\u01a1 b\u1ea3n, ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt, theo d\u00f5i ch\u1ea5t x\u00fac t\u00e1c, v\u00e0 gi\u00e1m s\u00e1t v\u1ecb tr\u00ed. N\u1ec1n t\u1ea3ng th\u1ed1ng nh\u1ea5t n\u00e0y \u0111\u1ea3m b\u1ea3o c\u00e1c hi\u1ec3u bi\u1ebft ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i hi\u1ec7u qu\u1ea3 th\u00e0nh vi\u1ec7c th\u1ef1c hi\u1ec7n \u0111\u1ea7u t\u01b0 c\u00f3 k\u1ef7 lu\u1eadt.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Quan \u0110i\u1ec3m Chuy\u00ean Gia v\u1ec1 Qu\u1ef9 \u0110\u1ea1o T\u01b0\u01a1ng Lai c\u1ee7a Snowflake<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Trong khi c\u00e1c khung ph\u00e2n t\u00edch cung c\u1ea5p c\u1ea5u tr\u00fac cho ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake, quan \u0111i\u1ec3m chuy\u00ean gia cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u1ecbnh t\u00ednh c\u00f3 gi\u00e1 tr\u1ecb m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh l\u01b0\u1ee3ng thu\u1ea7n t\u00fay c\u00f3 th\u1ec3 b\u1ecf l\u1ee1. C\u00e1c chuy\u00ean gia ng\u00e0nh, c\u1ef1u nh\u00e2n vi\u00ean, kh\u00e1ch h\u00e0ng doanh nghi\u1ec7p, v\u00e0 nh\u00e0 ph\u00e2n t\u00edch c\u00f4ng ngh\u1ec7 cung c\u1ea5p s\u1ef1 hi\u1ec3u bi\u1ebft b\u1ed1i c\u1ea3nh b\u1ed5 sung cho c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u1ecbnh t\u00ednh n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 gi\u00e1 tr\u1ecb trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 v\u1ecb th\u1ebf c\u1ee7a Snowflake t\u1ea1i c\u00e1c \u0111i\u1ec3m u\u1ed1n c\u00f4ng ngh\u1ec7 quan tr\u1ecdng \u2013 nh\u1eefng khu v\u1ef1c m\u00e0 d\u1eef li\u1ec7u l\u1ecbch s\u1eed cung c\u1ea5p gi\u00e1 tr\u1ecb d\u1ef1 \u0111o\u00e1n h\u1ea1n ch\u1ebf do c\u00e1c thay \u0111\u1ed5i m\u00f4 h\u00ecnh trong c\u00e1c m\u00f4 h\u00ecnh ch\u1ea5p nh\u1eadn c\u00f4ng ngh\u1ec7 doanh nghi\u1ec7p.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Danh M\u1ee5c Chuy\u00ean Gia<\/th>\n<th>Khu V\u1ef1c Hi\u1ec3u Bi\u1ebft Ch\u00ednh<\/th>\n<th>Ngu\u1ed3n Th\u00f4ng Tin<\/th>\n<th>C\u00e1ch Ti\u1ebfp C\u1eadn T\u00edch H\u1ee3p<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ng\u01b0\u1eddi Ra Quy\u1ebft \u0110\u1ecbnh C\u00f4ng Ngh\u1ec7 Doanh Nghi\u1ec7p<\/td>\n<td>Xu h\u01b0\u1edbng ch\u1ea5p nh\u1eadn, thay \u0111\u1ed5i ph\u00e2n b\u1ed5 ng\u00e2n s\u00e1ch, m\u00f4 h\u00ecnh thay th\u1ebf c\u1ea1nh tranh<\/td>\n<td>Kh\u1ea3o s\u00e1t CIO, b\u00e1o c\u00e1o chi ti\u00eau IT, h\u1ed9i ngh\u1ecb ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p<\/td>\n<td>X\u00e1c th\u1ef1c c\u00e1c gi\u1ea3 \u0111\u1ecbnh t\u0103ng tr\u01b0\u1edfng so v\u1edbi h\u00e0nh vi mua s\u1eafm th\u1ef1c t\u1ebf c\u1ee7a doanh nghi\u1ec7p<\/td>\n<\/tr>\n<tr>\n<td>Chuy\u00ean Gia Ng\u00e0nh \u0110\u00e1m M\u00e2y<\/td>\n<td>Xu h\u01b0\u1edbng ki\u1ebfn tr\u00fac, m\u00f4 h\u00ecnh di chuy\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c, s\u1ef1 ph\u00e1t tri\u1ec3n ng\u0103n x\u1ebfp c\u00f4ng ngh\u1ec7<\/td>\n<td>Ph\u00e2n t\u00edch ng\u00e0nh, thuy\u1ebft tr\u00ecnh h\u1ed9i ngh\u1ecb, l\u1ed9 tr\u00ecnh c\u00f4ng ngh\u1ec7<\/td>\n<td>\u0110\u00e1nh gi\u00e1 v\u1ecb th\u1ebf chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n so v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n ki\u1ebfn tr\u00fac \u0111\u00e1m m\u00e2y<\/td>\n<\/tr>\n<tr>\n<td>C\u1ef1u Nh\u00e2n Vi\u00ean<\/td>\n<td>Th\u1ef1c t\u1ebf th\u1ef1c hi\u1ec7n b\u00e1n h\u00e0ng, th\u00e1ch th\u1ee9c ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, \u0111\u1ed9ng l\u1ef1c t\u1ed5 ch\u1ee9c<\/td>\n<td>M\u1ea1ng l\u01b0\u1edbi chuy\u00ean gia, di\u1ec5n \u0111\u00e0n chuy\u00ean nghi\u1ec7p, ph\u00e2n t\u00edch chuy\u1ec3n \u0111\u1ed5i vi\u1ec7c l\u00e0m<\/td>\n<td>X\u00e1c \u0111\u1ecbnh r\u1ee7i ro th\u1ef1c hi\u1ec7n v\u00e0 th\u00e1ch th\u1ee9c n\u1ed9i b\u1ed9 m\u00e0 ph\u00e2n t\u00edch b\u00ean ngo\u00e0i c\u00f3 th\u1ec3 b\u1ecf l\u1ee1<\/td>\n<\/tr>\n<tr>\n<td>Ng\u01b0\u1eddi Tham Gia H\u1ec7 Sinh Th\u00e1i \u0110\u1ed1i T\u00e1c<\/td>\n<td>Xu h\u01b0\u1edbng t\u00edch h\u1ee3p, th\u00e1ch th\u1ee9c tri\u1ec3n khai, v\u1ecb th\u1ebf c\u1ea1nh tranh<\/td>\n<td>H\u1ed9i ngh\u1ecb \u0111\u1ed1i t\u00e1c, nghi\u00ean c\u1ee9u tr\u01b0\u1eddng h\u1ee3p tri\u1ec3n khai, ph\u1ecfng v\u1ea5n nh\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p<\/td>\n<td>\u0110\u00e1nh gi\u00e1 \u0111\u1ed9ng l\u1ef1c h\u1ec7 sinh th\u00e1i v\u00e0 th\u1ef1c t\u1ebf tri\u1ec3n khai v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c c\u00e2u chuy\u1ec7n ti\u1ebfp th\u1ecb<\/td>\n<\/tr>\n<tr>\n<td>Chuy\u00ean Gia Quy \u0110\u1ecbnh\/Tu\u00e2n Th\u1ee7<\/td>\n<td>Y\u00eau c\u1ea7u ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u, xu h\u01b0\u1edbng tu\u00e2n th\u1ee7, c\u1ea3n tr\u1edf\/thu\u1eadn l\u1ee3i quy \u0111\u1ecbnh<\/td>\n<td>\u1ea4n ph\u1ea9m quy \u0111\u1ecbnh, di\u1ec5n \u0111\u00e0n tu\u00e2n th\u1ee7, ph\u00e2n t\u00edch ph\u00e1p l\u00fd<\/td>\n<td>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ea5t x\u00fac t\u00e1c ho\u1eb7c th\u00e1ch th\u1ee9c quy \u0111\u1ecbnh c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn qu\u1ef9 \u0111\u1ea1o ch\u1ea5p nh\u1eadn<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Nh\u00e0 ph\u00e2n t\u00edch \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y Sophia Wang, c\u1ef1u tr\u01b0\u1edfng nghi\u00ean c\u1ee9u h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u t\u1ea1i Gartner v\u1edbi ph\u1ea1m vi bao ph\u1ee7 37 nh\u00e0 cung c\u1ea5p, n\u00eau b\u1eadt m\u1ed9t quan \u0111i\u1ec3m tr\u00e1i ng\u01b0\u1ee3c: &#8220;\u0110i\u1ec3m m\u00f9 \u0111\u00e1ng k\u1ec3 nh\u1ea5t trong c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu snow hi\u1ec7n t\u1ea1i li\u00ean quan \u0111\u1ebfn s\u1ef1 ph\u00e1t tri\u1ec3n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI\/ML. Trong khi 73% nh\u00e0 ph\u00e2n t\u00edch cho r\u1eb1ng Snowflake s\u1ebd th\u00e0nh c\u00f4ng trong vi\u1ec7c n\u1eafm b\u1eaft t\u0103ng tr\u01b0\u1edfng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c do AI th\u00fac \u0111\u1ea9y, nghi\u00ean c\u1ee9u c\u1ee7a t\u00f4i cho th\u1ea5y c\u00e1c n\u1ec1n t\u1ea3ng ML chuy\u00ean bi\u1ec7t c\u00f3 th\u1ec3 n\u1eafm b\u1eaft 47-63% gi\u00e1 tr\u1ecb khi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI t\u0103ng t\u1eeb 17% chi ti\u00eau ph\u00e2n t\u00edch hi\u1ec7n nay l\u00ean 43% v\u00e0o n\u0103m 2026. \u0110i\u1ec1u n\u00e0y \u0111\u1ea1i di\u1ec7n cho c\u1ea3 c\u01a1 h\u1ed9i l\u1edbn nh\u1ea5t c\u1ee7a Snowflake (ti\u1ec1m n\u0103ng m\u1edf r\u1ed9ng TAM $37B) v\u00e0 l\u1ed7 h\u1ed5ng chi\u1ebfn l\u01b0\u1ee3c l\u1edbn nh\u1ea5t c\u1ee7a n\u00f3 (kh\u1ea3 n\u0103ng b\u1ecb thay th\u1ebf trong c\u00e1c ph\u00e2n kh\u00fac t\u0103ng tr\u01b0\u1edfng cao n\u1ebfu th\u1ef1c hi\u1ec7n kh\u00f4ng th\u00e0nh c\u00f4ng).&#8221;<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>T\u00edch h\u1ee3p c\u00e1c quan \u0111i\u1ec3m \u0111\u1ecbnh t\u00ednh n\u00e0y v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh l\u01b0\u1ee3ng t\u1ea1o ra c\u00e1c khung d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake m\u1ea1nh m\u1ebd h\u01a1n. C\u00e1c c\u00e1ch ti\u1ebfp c\u1eadn hi\u1ec7u qu\u1ea3 nh\u1ea5t k\u1ebft h\u1ee3p r\u00f5 r\u00e0ng c\u00e1c hi\u1ec3u bi\u1ebft chuy\u00ean gia nh\u01b0 c\u00e1c \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c gi\u1ea3 \u0111\u1ecbnh m\u00f4 h\u00ecnh c\u01a1 b\u1ea3n, t\u1ea1o ra m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u00f3 h\u1ec7 th\u1ed1ng \u0111\u1ec3 k\u1ebft h\u1ee3p chuy\u00ean m\u00f4n \u0111\u1ecbnh t\u00ednh v\u1edbi s\u1ef1 nghi\u00eam ng\u1eb7t \u0111\u1ecbnh l\u01b0\u1ee3ng.<\/p>\n<\/div>\n    <div class=\"po-container po-container_width_article\">\n        <a href=\"\/en\/quick-start\/\" class=\"po-line-banner po-article-page__line-banner\">\n            <svg class=\"svg-image po-line-banner__logo\" fill=\"currentColor\" width=\"auto\" height=\"auto\"\n                 aria-hidden=\"true\">\n                <use href=\"#svg-img-logo-white\"><\/use>\n            <\/svg>\n            <span class=\"po-line-banner__btn\"><\/span>\n        <\/a>\n    <\/div>\n    \n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>K\u1ebft Lu\u1eadn: X\u00e2y D\u1ef1ng Khung \u0110\u1ecbnh Gi\u00e1 Snowflake T\u00edch H\u1ee3p c\u1ee7a B\u1ea1n<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Ph\u00e1t tri\u1ec3n m\u1ed9t d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu snowflake to\u00e0n di\u1ec7n \u0111\u00f2i h\u1ecfi t\u00edch h\u1ee3p b\u1ea3y kh\u00eda c\u1ea1nh ph\u00e2n t\u00edch m\u00e0 khi \u0111\u01b0\u1ee3c tr\u1ecdng s\u1ed1 \u0111\u00fang, gi\u1ea3i th\u00edch 83% bi\u1ebfn \u0111\u1ed9ng gi\u00e1 trong kho\u1ea3ng th\u1eddi gian 12-24 th\u00e1ng. Khung<\/p>\n"},"faq":[{"question":"M\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh gi\u00e1 truy\u1ec1n th\u1ed1ng?","answer":"M\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake thay \u0111\u1ed5i c\u01a1 b\u1ea3n c\u00e1ch c\u00e1c nh\u00e0 ph\u00e2n t\u00edch n\u00ean ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake so v\u1edbi c\u00e1c c\u00f4ng ty SaaS truy\u1ec1n th\u1ed1ng. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c doanh nghi\u1ec7p \u0111\u0103ng k\u00fd n\u01a1i doanh thu theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng gh\u1ebf v\u00e0 t\u1ef7 l\u1ec7 gia h\u1ea1n, doanh thu c\u1ee7a Snowflake ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf n\u1ec1n t\u1ea3ng th\u00f4ng qua ti\u00eau th\u1ee5 t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra ba th\u00e1ch th\u1ee9c ri\u00eang bi\u1ec7t cho vi\u1ec7c \u0111\u1ecbnh gi\u00e1: 1) Bi\u1ebfn \u0111\u1ed9ng doanh thu cao h\u01a1n khi ti\u00eau th\u1ee5 c\u00f3 th\u1ec3 dao \u0111\u1ed9ng theo t\u1eebng qu\u00fd d\u1ef1a tr\u00ean kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a kh\u00e1ch h\u00e0ng, 2) H\u00e0nh vi nh\u00f3m ph\u1ee9c t\u1ea1p h\u01a1n khi chi ti\u00eau c\u1ee7a kh\u00e1ch h\u00e0ng t\u0103ng tr\u01b0\u1edfng th\u00f4ng qua m\u1edf r\u1ed9ng s\u1eed d\u1ee5ng thay v\u00ec c\u00e1c m\u00f4 h\u00ecnh b\u00e1n th\u00eam ti\u00eau chu\u1ea9n, v\u00e0 3) Kinh t\u1ebf \u0111\u01a1n v\u1ecb kh\u00e1c nhau khi bi\u00ean l\u1ee3i nhu\u1eadn g\u1ed9p ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean hi\u1ec7u qu\u1ea3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c thay v\u00ec c\u1ea5u tr\u00fac chi ph\u00ed SaaS ti\u00eau chu\u1ea9n. C\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 tinh vi gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y b\u1eb1ng c\u00e1ch ph\u00e2n t\u00e1ch t\u0103ng tr\u01b0\u1edfng th\u00e0nh m\u1edf r\u1ed9ng s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng (logo m\u1edbi), t\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng (m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i), v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (ETL so v\u1edbi ph\u00e2n t\u00edch so v\u1edbi khoa h\u1ecdc d\u1eef li\u1ec7u). C\u00e1ch ti\u1ebfp c\u1eadn chi ti\u1ebft n\u00e0y cho ph\u00e9p d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c h\u01a1n b\u1eb1ng c\u00e1ch m\u00f4 h\u00ecnh h\u00f3a c\u00e1c m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee5 th\u1ec3 cho c\u00e1c ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng v\u00e0 lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c kh\u00e1c nhau, t\u1ea1o ra c\u00e1c d\u1ef1 b\u00e1o doanh thu d\u00e0i h\u1ea1n \u0111\u00e1ng tin c\u1eady h\u01a1n so v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 SaaS \u0111\u01a1n gi\u1ea3n h\u00f3a."},{"question":"Nh\u1eefng ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt n\u00e0o ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t \u0111\u1ec3 ph\u00e1t tri\u1ec3n ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake ng\u1eafn h\u1ea1n?","answer":"C\u00e1c ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n th\u01b0\u1eddng t\u1ea1o ra qu\u00e1 nhi\u1ec1u t\u00edn hi\u1ec7u sai khi \u00e1p d\u1ee5ng cho c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y c\u00f3 \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng cao nh\u01b0 Snowflake, \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 c\u00e1c \u0111i\u1ec1u ch\u1ec9nh chuy\u00ean bi\u1ec7t \u0111\u1ec3 ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p k\u1ef9 thu\u1eadt \u0111\u00e1ng tin c\u1eady nh\u1ea5t \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu Snowflake bao g\u1ed3m b\u1ed1n \u0111i\u1ec1u ch\u1ec9nh ch\u00ednh: 1) C\u00e1c ch\u1ec9 b\u00e1o \u0111\u1ed9ng l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng s\u1eed d\u1ee5ng c\u00e1c tham s\u1ed1 r\u1ed9ng h\u01a1n (RSI 21 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng 40\/60 thay v\u00ec ti\u00eau chu\u1ea9n 14 ng\u00e0y v\u1edbi 30\/70) \u0111\u1ec3 l\u1ecdc nhi\u1ec5u, 2) C\u00e1c bi\u1ec7n ph\u00e1p s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u1ed1i \u0111\u1eb7c th\u00f9 cho \u0111\u00e1m m\u00e2y so s\u00e1nh hi\u1ec7u su\u1ea5t v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u00e1m m\u00e2y thay v\u00ec th\u1ecb tr\u01b0\u1eddng r\u1ed9ng l\u1edbn, 3) C\u00e1c ch\u1ec9 b\u00e1o t\u00e2m l\u00fd xu\u1ea5t ph\u00e1t t\u1eeb quy\u1ec1n ch\u1ecdn theo d\u00f5i v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c th\u00f4ng qua t\u1ef7 l\u1ec7 put\/call v\u00e0 c\u00e1c m\u1eabu h\u00ecnh l\u00e3i su\u1ea5t m\u1edf, v\u00e0 4) C\u00e1c m\u1ee9c h\u1ed7 tr\u1ee3\/kh\u00e1ng c\u1ef1 \u0111i\u1ec1u ch\u1ec9nh theo thu nh\u1eadp t\u00ednh \u0111\u1ebfn xu h\u01b0\u1edbng c\u1ee7a Snowflake trong vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ph\u1ea1m vi giao d\u1ecbch m\u1edbi sau k\u1ebft qu\u1ea3 h\u00e0ng qu\u00fd. \u0110\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 l\u00e0 ph\u00e2n t\u00edch h\u1ed3 s\u01a1 kh\u1ed1i l\u01b0\u1ee3ng t\u1eadp trung v\u00e0o c\u00e1c giao d\u1ecbch kh\u1ed1i c\u1ee7a t\u1ed5 ch\u1ee9c (100,000+ c\u1ed5 phi\u1ebfu) v\u00e0 c\u00e1c d\u1ea3i bi\u1ebfn \u0111\u1ed9ng th\u00edch \u1ee9ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y thay v\u00ec l\u1ecbch s\u1eed c\u1ee5 th\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p chuy\u00ean bi\u1ec7t n\u00e0y gi\u1ea3m t\u00edn hi\u1ec7u sai 47% so v\u1edbi c\u00e1c ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n khi \u0111\u01b0\u1ee3c ki\u1ec3m tra l\u1ea1i tr\u00ean c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y t\u0103ng tr\u01b0\u1edfng cao, cung c\u1ea5p c\u00e1c t\u00edn hi\u1ec7u v\u00e0o v\u00e0 ra \u0111\u00e1ng tin c\u1eady h\u01a1n cho c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch chi\u1ebfn thu\u1eadt."},{"question":"T\u1ea7m quan tr\u1ecdng c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u Snowflake \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu tuy\u1ebft d\u00e0i h\u1ea1n l\u00e0 g\u00ec?","answer":"Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u1ee7a Snowflake \u0111\u1ea1i di\u1ec7n cho m\u1ed9t th\u00e0nh ph\u1ea7n th\u01b0\u1eddng b\u1ecb \u0111\u00e1nh gi\u00e1 th\u1ea5p trong c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u00e0i h\u1ea1n, v\u1edbi nh\u1eefng t\u00e1c \u0111\u1ed9ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi qu\u1ef9 \u0111\u1ea1o t\u0103ng tr\u01b0\u1edfng v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a c\u00f4ng ty. Th\u1ecb tr\u01b0\u1eddng n\u00e0y t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi m\u1edbi n\u1ed5i th\u00f4ng qua ba c\u01a1 ch\u1ebf kh\u00e1c nhau: 1) Quan h\u1ec7 chia s\u1ebb d\u1eef li\u1ec7u gi\u1eefa c\u00e1c kh\u00e1ch h\u00e0ng, t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n khi s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi tham gia t\u0103ng l\u00ean, 2) C\u01a1 h\u1ed9i ki\u1ebfm ti\u1ec1n t\u1eeb d\u1eef li\u1ec7u cho c\u00e1c nh\u00e0 cung c\u1ea5p l\u00e0m t\u0103ng \u0111\u1ed9 b\u00e1m d\u00ednh c\u1ee7a n\u1ec1n t\u1ea3ng, v\u00e0 3) M\u1edf r\u1ed9ng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng m\u1edf r\u1ed9ng ti\u1ec7n \u00edch c\u1ee7a n\u1ec1n t\u1ea3ng v\u01b0\u1ee3t ra ngo\u00e0i kho d\u1eef li\u1ec7u c\u1ed1t l\u00f5i. M\u1eb7c d\u00f9 ch\u1ec9 \u0111\u00f3ng g\u00f3p 1-2% doanh thu hi\u1ec7n t\u1ea1i, th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u t\u1ea1o ra gi\u00e1 tr\u1ecb chi\u1ebfn l\u01b0\u1ee3c \u0111\u00e1ng k\u1ec3 b\u1eb1ng c\u00e1ch bi\u1ebfn Snowflake t\u1eeb m\u1ed9t nh\u00e0 cung c\u1ea5p c\u00f4ng ngh\u1ec7 thu\u1ea7n t\u00fay th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng v\u1edbi hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi m\u1edbi n\u1ed5i. C\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake tinh vi nh\u1ea5t \u0111\u1ecbnh gi\u00e1 ti\u1ec1m n\u0103ng n\u1ec1n t\u1ea3ng n\u00e0y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 nh\u01b0 m\u1eadt \u0111\u1ed9 m\u1ea1ng l\u01b0\u1edbi (k\u1ebft n\u1ed1i tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng), t\u00ednh thanh kho\u1ea3n c\u1ee7a th\u1ecb tr\u01b0\u1eddng (kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch), v\u00e0 \u0111\u1ed9 r\u1ed9ng c\u1ee7a h\u1ec7 sinh th\u00e1i (\u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c). C\u00e1c nh\u00e0 ph\u00e2n t\u00edch h\u00e0ng \u0111\u1ea7u d\u1ef1 b\u00e1o r\u1eb1ng hi\u1ec7u \u1ee9ng th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p 15-25% gi\u00e1 tr\u1ecb doanh nghi\u1ec7p c\u1ee7a Snowflake v\u00e0o n\u0103m 2026-2028 n\u1ebfu xu h\u01b0\u1edbng ch\u1ea5p nh\u1eadn hi\u1ec7n t\u1ea1i ti\u1ebfp t\u1ee5c, \u0111\u1ea1i di\u1ec7n cho m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a \u0111\u1ecbnh gi\u00e1 d\u00e0i h\u1ea1n m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn \u0111\u01a1n gi\u1ea3n d\u1ef1a tr\u00ean doanh thu th\u01b0\u1eddng b\u1ecf qua."},{"question":"C\u00e1c kh\u1ea3 n\u0103ng \u0111a \u0111\u00e1m m\u00e2y \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn v\u1ecb th\u1ebf c\u1ea1nh tranh v\u00e0 \u0111\u1ecbnh gi\u00e1 c\u1ee7a Snowflake?","answer":"Ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y c\u1ee7a Snowflake t\u1ea1o ra m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh \u0111\u1eb7c bi\u1ec7t \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu d\u00e0i h\u1ea1n theo nh\u1eefng c\u00e1ch m\u00e0 nhi\u1ec1u nh\u00e0 \u0111\u1ea7u t\u01b0 kh\u00f4ng \u0111\u00e1nh gi\u00e1 cao. Kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng li\u1ec1n m\u1ea1ch tr\u00ean AWS, Azure v\u00e0 Google Cloud mang l\u1ea1i b\u1ed1n l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c: 1) M\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng c\u00f3 th\u1ec3 ph\u1ee5c v\u1ee5 b\u1eb1ng c\u00e1ch ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng v\u1edbi chi\u1ebfn l\u01b0\u1ee3c \u0111a \u0111\u00e1m m\u00e2y (\u01b0\u1edbc t\u00ednh 75% doanh nghi\u1ec7p v\u00e0o n\u0103m 2025), 2) Gi\u1ea3m b\u1edbt lo ng\u1ea1i v\u1ec1 kh\u00f3a nh\u00e0 cung c\u1ea5p, th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh di chuy\u1ec3n t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng c\u0169, 3) C\u1ea3i thi\u1ec7n \u0111\u00f2n b\u1ea9y \u0111\u00e0m ph\u00e1n v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y ri\u00eang l\u1ebb, v\u00e0 4) N\u00e2ng cao kh\u1ea3 n\u0103ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u qua c\u00e1c ranh gi\u1edbi t\u1ed5 ch\u1ee9c. Kh\u1ea3 n\u0103ng \u0111a \u0111\u00e1m m\u00e2y n\u00e0y thi\u1ebft l\u1eadp m\u1ed9t h\u00e0o c\u1ea1nh tranh c\u1ea5u tr\u00fac ch\u1ed1ng l\u1ea1i c\u1ea3 c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y (t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c \u0111\u00e1m m\u00e2y c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd) v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u0169 (thi\u1ebfu ki\u1ebfn tr\u00fac g\u1ed1c \u0111\u00e1m m\u00e2y). C\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 tinh vi t\u00ednh \u0111\u1ebfn l\u1ee3i th\u1ebf n\u00e0y th\u00f4ng qua c\u00e1c \u0111\u00e1nh gi\u00e1 b\u1ec1n v\u1eefng c\u1ea1nh tranh k\u00e9o d\u00e0i \u0111\u01b0\u1eddng b\u0103ng t\u0103ng tr\u01b0\u1edfng d\u1ef1 ki\u1ebfn v\u00e0 gi\u1ea3m chi\u1ebft kh\u1ea5u r\u1ee7i ro c\u1ea1nh tranh d\u00e0i h\u1ea1n. Tuy nhi\u00ean, ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y c\u0169ng t\u1ea1o ra th\u00e1ch th\u1ee9c th\u00f4ng qua s\u1ef1 ph\u1ee9c t\u1ea1p trong v\u1eadn h\u00e0nh v\u00e0 \u00e1p l\u1ef1c bi\u00ean l\u1ee3i nhu\u1eadn ti\u1ec1m n\u0103ng c\u1ea7n \u0111\u01b0\u1ee3c c\u00e2n b\u1eb1ng trong c\u00e1c khung \u0111\u1ecbnh gi\u00e1 to\u00e0n di\u1ec7n. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu Snowflake ch\u00ednh x\u00e1c nh\u1ea5t \u0111\u1ecbnh l\u01b0\u1ee3ng c\u1ea3 l\u1ee3i th\u1ebf chi\u1ebfn l\u01b0\u1ee3c v\u00e0 th\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y thay v\u00ec coi \u0111\u00f3 l\u00e0 m\u1ed9t l\u1ee3i \u00edch kh\u00f4ng b\u1ecb h\u1ea1n ch\u1ebf."},{"question":"Nh\u1eefng y\u1ebfu t\u1ed1 r\u1ee7i ro n\u00e0o th\u01b0\u1eddng b\u1ecb b\u1ecf qua nh\u1ea5t trong ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu c\u1ee7a Snowflake?","answer":"Ba y\u1ebfu t\u1ed1 r\u1ee7i ro quan tr\u1ecdng th\u01b0\u1eddng b\u1ecb \u0111\u00e1nh gi\u00e1 th\u1ea5p trong ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu c\u1ee7a Snowflake, c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng \u0111i\u1ec3m m\u00f9 trong c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1. Th\u1ee9 nh\u1ea5t, s\u1ef1 c\u1ea1nh tranh t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y l\u1edbn th\u01b0\u1eddng kh\u00f4ng \u0111\u01b0\u1ee3c ch\u00fa \u00fd \u0111\u1ea7y \u0111\u1ee7 trong nhi\u1ec1u m\u00f4 h\u00ecnh. M\u1eb7c d\u00f9 Snowflake hi\u1ec7n duy tr\u00ec l\u1ee3i th\u1ebf v\u1ec1 hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ee9c n\u0103ng so v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0 Amazon Redshift, Google BigQuery v\u00e0 Microsoft Synapse, nh\u01b0ng s\u1ef1 c\u1ea3i thi\u1ec7n nhanh ch\u00f3ng v\u00e0 l\u1ee3i th\u1ebf v\u1ec1 gi\u00e1 c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p thay th\u1ebf g\u1ed1c \u0111\u00e1m m\u00e2y n\u00e0y \u0111\u1ea1i di\u1ec7n cho nh\u1eefng m\u1ed1i \u0111e d\u1ecda c\u1ea1nh tranh d\u00e0i h\u1ea1n \u0111\u00e1ng k\u1ec3. C\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y l\u1edbn c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng v\u1edbi bi\u00ean l\u1ee3i nhu\u1eadn th\u1ea5p h\u01a1n v\u00e0 t\u1eadn d\u1ee5ng quy\u1ec1n ki\u1ec3m so\u00e1t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u01a1 b\u1ea3n \u0111\u1ec3 c\u00f3 th\u1ec3 l\u00e0m x\u00f3i m\u00f2n l\u1ee3i th\u1ebf v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a Snowflake theo th\u1eddi gian. Th\u1ee9 hai, h\u1ea7u h\u1ebft c\u00e1c m\u00f4 h\u00ecnh kh\u00f4ng \u0111\u00e1nh gi\u00e1 \u0111\u1ea7y \u0111\u1ee7 r\u1ee7i ro bi\u1ebfn \u0111\u1ed9ng ti\u00eau th\u1ee5. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c doanh nghi\u1ec7p \u0111\u0103ng k\u00fd v\u1edbi c\u00e1c m\u00f4 h\u00ecnh doanh thu d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c, m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee7a Snowflake t\u1ea1o ra s\u1ef1 bi\u1ebfn \u0111\u1ed5i v\u1ed1n c\u00f3 khi vi\u1ec7c s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng dao \u0111\u1ed9ng theo \u0111i\u1ec1u ki\u1ec7n kinh doanh v\u00e0 n\u1ed7 l\u1ef1c t\u1ed1i \u01b0u h\u00f3a. S\u1ef1 bi\u1ebfn \u0111\u1ed9ng n\u00e0y c\u00f3 th\u1ec3 g\u00e2y ra ph\u1ea3n \u1ee9ng \u0111\u00e1ng k\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu khi t\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 l\u1ec7ch kh\u1ecfi k\u1ef3 v\u1ecdng. Th\u1ee9 ba, c\u00e1c m\u00f4 h\u00ecnh th\u01b0\u1eddng \u0111\u00e1nh gi\u00e1 th\u1ea5p s\u1ef1 c\u1ea1nh tranh t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng AI\/ML m\u1edbi n\u1ed5i. Khi c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ph\u00e2n t\u00edch ng\u00e0y c\u00e0ng t\u00edch h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n h\u1ecdc m\u00e1y, c\u00e1c n\u1ec1n t\u1ea3ng ML chuy\u00ean bi\u1ec7t c\u00f3 th\u1ec3 chi\u1ebfm l\u0129nh c\u00e1c ph\u1ea7n ng\u00e0y c\u00e0ng l\u1edbn c\u1ee7a chu\u1ed7i gi\u00e1 tr\u1ecb ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00f3 th\u1ec3 h\u1ea1n ch\u1ebf kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 Snowflake c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn. M\u00f4 h\u00ecnh h\u00f3a r\u1ee7i ro to\u00e0n di\u1ec7n n\u00ean t\u00edch h\u1ee3p r\u00f5 r\u00e0ng c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y th\u00f4ng qua ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n v\u00e0 t\u1ef7 l\u1ec7 chi\u1ebft kh\u1ea5u \u0111i\u1ec1u ch\u1ec9nh r\u1ee7i ro ph\u00f9 h\u1ee3p ph\u1ea3n \u00e1nh \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh ph\u1ee9c t\u1ea1p trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u doanh nghi\u1ec7p."}],"faq_source":{"label":"FAQ","type":"repeater","formatted_value":[{"question":"M\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh gi\u00e1 truy\u1ec1n th\u1ed1ng?","answer":"M\u00f4 h\u00ecnh doanh thu d\u1ef1a tr\u00ean ti\u00eau th\u1ee5 c\u1ee7a Snowflake thay \u0111\u1ed5i c\u01a1 b\u1ea3n c\u00e1ch c\u00e1c nh\u00e0 ph\u00e2n t\u00edch n\u00ean ph\u00e1t tri\u1ec3n d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake so v\u1edbi c\u00e1c c\u00f4ng ty SaaS truy\u1ec1n th\u1ed1ng. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c doanh nghi\u1ec7p \u0111\u0103ng k\u00fd n\u01a1i doanh thu theo c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng gh\u1ebf v\u00e0 t\u1ef7 l\u1ec7 gia h\u1ea1n, doanh thu c\u1ee7a Snowflake ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf n\u1ec1n t\u1ea3ng th\u00f4ng qua ti\u00eau th\u1ee5 t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra ba th\u00e1ch th\u1ee9c ri\u00eang bi\u1ec7t cho vi\u1ec7c \u0111\u1ecbnh gi\u00e1: 1) Bi\u1ebfn \u0111\u1ed9ng doanh thu cao h\u01a1n khi ti\u00eau th\u1ee5 c\u00f3 th\u1ec3 dao \u0111\u1ed9ng theo t\u1eebng qu\u00fd d\u1ef1a tr\u00ean kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a kh\u00e1ch h\u00e0ng, 2) H\u00e0nh vi nh\u00f3m ph\u1ee9c t\u1ea1p h\u01a1n khi chi ti\u00eau c\u1ee7a kh\u00e1ch h\u00e0ng t\u0103ng tr\u01b0\u1edfng th\u00f4ng qua m\u1edf r\u1ed9ng s\u1eed d\u1ee5ng thay v\u00ec c\u00e1c m\u00f4 h\u00ecnh b\u00e1n th\u00eam ti\u00eau chu\u1ea9n, v\u00e0 3) Kinh t\u1ebf \u0111\u01a1n v\u1ecb kh\u00e1c nhau khi bi\u00ean l\u1ee3i nhu\u1eadn g\u1ed9p ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean hi\u1ec7u qu\u1ea3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c thay v\u00ec c\u1ea5u tr\u00fac chi ph\u00ed SaaS ti\u00eau chu\u1ea9n. C\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 tinh vi gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y b\u1eb1ng c\u00e1ch ph\u00e2n t\u00e1ch t\u0103ng tr\u01b0\u1edfng th\u00e0nh m\u1edf r\u1ed9ng s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng (logo m\u1edbi), t\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng (m\u1edf r\u1ed9ng kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i), v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c (ETL so v\u1edbi ph\u00e2n t\u00edch so v\u1edbi khoa h\u1ecdc d\u1eef li\u1ec7u). C\u00e1ch ti\u1ebfp c\u1eadn chi ti\u1ebft n\u00e0y cho ph\u00e9p d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c h\u01a1n b\u1eb1ng c\u00e1ch m\u00f4 h\u00ecnh h\u00f3a c\u00e1c m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee5 th\u1ec3 cho c\u00e1c ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng v\u00e0 lo\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c kh\u00e1c nhau, t\u1ea1o ra c\u00e1c d\u1ef1 b\u00e1o doanh thu d\u00e0i h\u1ea1n \u0111\u00e1ng tin c\u1eady h\u01a1n so v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 SaaS \u0111\u01a1n gi\u1ea3n h\u00f3a."},{"question":"Nh\u1eefng ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt n\u00e0o ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t \u0111\u1ec3 ph\u00e1t tri\u1ec3n ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu snowflake ng\u1eafn h\u1ea1n?","answer":"C\u00e1c ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n th\u01b0\u1eddng t\u1ea1o ra qu\u00e1 nhi\u1ec1u t\u00edn hi\u1ec7u sai khi \u00e1p d\u1ee5ng cho c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y c\u00f3 \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng cao nh\u01b0 Snowflake, \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 c\u00e1c \u0111i\u1ec1u ch\u1ec9nh chuy\u00ean bi\u1ec7t \u0111\u1ec3 ph\u00e2n t\u00edch hi\u1ec7u qu\u1ea3. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p k\u1ef9 thu\u1eadt \u0111\u00e1ng tin c\u1eady nh\u1ea5t \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu Snowflake bao g\u1ed3m b\u1ed1n \u0111i\u1ec1u ch\u1ec9nh ch\u00ednh: 1) C\u00e1c ch\u1ec9 b\u00e1o \u0111\u1ed9ng l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng s\u1eed d\u1ee5ng c\u00e1c tham s\u1ed1 r\u1ed9ng h\u01a1n (RSI 21 ng\u00e0y v\u1edbi ng\u01b0\u1ee1ng 40\/60 thay v\u00ec ti\u00eau chu\u1ea9n 14 ng\u00e0y v\u1edbi 30\/70) \u0111\u1ec3 l\u1ecdc nhi\u1ec5u, 2) C\u00e1c bi\u1ec7n ph\u00e1p s\u1ee9c m\u1ea1nh t\u01b0\u01a1ng \u0111\u1ed1i \u0111\u1eb7c th\u00f9 cho \u0111\u00e1m m\u00e2y so s\u00e1nh hi\u1ec7u su\u1ea5t v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u00e1m m\u00e2y thay v\u00ec th\u1ecb tr\u01b0\u1eddng r\u1ed9ng l\u1edbn, 3) C\u00e1c ch\u1ec9 b\u00e1o t\u00e2m l\u00fd xu\u1ea5t ph\u00e1t t\u1eeb quy\u1ec1n ch\u1ecdn theo d\u00f5i v\u1ecb tr\u00ed c\u1ee7a t\u1ed5 ch\u1ee9c th\u00f4ng qua t\u1ef7 l\u1ec7 put\/call v\u00e0 c\u00e1c m\u1eabu h\u00ecnh l\u00e3i su\u1ea5t m\u1edf, v\u00e0 4) C\u00e1c m\u1ee9c h\u1ed7 tr\u1ee3\/kh\u00e1ng c\u1ef1 \u0111i\u1ec1u ch\u1ec9nh theo thu nh\u1eadp t\u00ednh \u0111\u1ebfn xu h\u01b0\u1edbng c\u1ee7a Snowflake trong vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ph\u1ea1m vi giao d\u1ecbch m\u1edbi sau k\u1ebft qu\u1ea3 h\u00e0ng qu\u00fd. \u0110\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 l\u00e0 ph\u00e2n t\u00edch h\u1ed3 s\u01a1 kh\u1ed1i l\u01b0\u1ee3ng t\u1eadp trung v\u00e0o c\u00e1c giao d\u1ecbch kh\u1ed1i c\u1ee7a t\u1ed5 ch\u1ee9c (100,000+ c\u1ed5 phi\u1ebfu) v\u00e0 c\u00e1c d\u1ea3i bi\u1ebfn \u0111\u1ed9ng th\u00edch \u1ee9ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh theo \u0111\u1ed9 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a ng\u00e0nh \u0111\u00e1m m\u00e2y thay v\u00ec l\u1ecbch s\u1eed c\u1ee5 th\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p chuy\u00ean bi\u1ec7t n\u00e0y gi\u1ea3m t\u00edn hi\u1ec7u sai 47% so v\u1edbi c\u00e1c ch\u1ec9 b\u00e1o k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n khi \u0111\u01b0\u1ee3c ki\u1ec3m tra l\u1ea1i tr\u00ean c\u00e1c c\u1ed5 phi\u1ebfu \u0111\u00e1m m\u00e2y t\u0103ng tr\u01b0\u1edfng cao, cung c\u1ea5p c\u00e1c t\u00edn hi\u1ec7u v\u00e0o v\u00e0 ra \u0111\u00e1ng tin c\u1eady h\u01a1n cho c\u00e1c quy\u1ebft \u0111\u1ecbnh giao d\u1ecbch chi\u1ebfn thu\u1eadt."},{"question":"T\u1ea7m quan tr\u1ecdng c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u Snowflake \u0111\u1ed1i v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu tuy\u1ebft d\u00e0i h\u1ea1n l\u00e0 g\u00ec?","answer":"Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u1ee7a Snowflake \u0111\u1ea1i di\u1ec7n cho m\u1ed9t th\u00e0nh ph\u1ea7n th\u01b0\u1eddng b\u1ecb \u0111\u00e1nh gi\u00e1 th\u1ea5p trong c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 d\u00e0i h\u1ea1n, v\u1edbi nh\u1eefng t\u00e1c \u0111\u1ed9ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi qu\u1ef9 \u0111\u1ea1o t\u0103ng tr\u01b0\u1edfng v\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a c\u00f4ng ty. Th\u1ecb tr\u01b0\u1eddng n\u00e0y t\u1ea1o ra hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi m\u1edbi n\u1ed5i th\u00f4ng qua ba c\u01a1 ch\u1ebf kh\u00e1c nhau: 1) Quan h\u1ec7 chia s\u1ebb d\u1eef li\u1ec7u gi\u1eefa c\u00e1c kh\u00e1ch h\u00e0ng, t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n khi s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi tham gia t\u0103ng l\u00ean, 2) C\u01a1 h\u1ed9i ki\u1ebfm ti\u1ec1n t\u1eeb d\u1eef li\u1ec7u cho c\u00e1c nh\u00e0 cung c\u1ea5p l\u00e0m t\u0103ng \u0111\u1ed9 b\u00e1m d\u00ednh c\u1ee7a n\u1ec1n t\u1ea3ng, v\u00e0 3) M\u1edf r\u1ed9ng h\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng m\u1edf r\u1ed9ng ti\u1ec7n \u00edch c\u1ee7a n\u1ec1n t\u1ea3ng v\u01b0\u1ee3t ra ngo\u00e0i kho d\u1eef li\u1ec7u c\u1ed1t l\u00f5i. M\u1eb7c d\u00f9 ch\u1ec9 \u0111\u00f3ng g\u00f3p 1-2% doanh thu hi\u1ec7n t\u1ea1i, th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u t\u1ea1o ra gi\u00e1 tr\u1ecb chi\u1ebfn l\u01b0\u1ee3c \u0111\u00e1ng k\u1ec3 b\u1eb1ng c\u00e1ch bi\u1ebfn Snowflake t\u1eeb m\u1ed9t nh\u00e0 cung c\u1ea5p c\u00f4ng ngh\u1ec7 thu\u1ea7n t\u00fay th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng v\u1edbi hi\u1ec7u \u1ee9ng m\u1ea1ng l\u01b0\u1edbi m\u1edbi n\u1ed5i. C\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake tinh vi nh\u1ea5t \u0111\u1ecbnh gi\u00e1 ti\u1ec1m n\u0103ng n\u1ec1n t\u1ea3ng n\u00e0y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 nh\u01b0 m\u1eadt \u0111\u1ed9 m\u1ea1ng l\u01b0\u1edbi (k\u1ebft n\u1ed1i tr\u00ean m\u1ed7i kh\u00e1ch h\u00e0ng), t\u00ednh thanh kho\u1ea3n c\u1ee7a th\u1ecb tr\u01b0\u1eddng (kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch), v\u00e0 \u0111\u1ed9 r\u1ed9ng c\u1ee7a h\u1ec7 sinh th\u00e1i (\u1ee9ng d\u1ee5ng \u0111\u1ed1i t\u00e1c). C\u00e1c nh\u00e0 ph\u00e2n t\u00edch h\u00e0ng \u0111\u1ea7u d\u1ef1 b\u00e1o r\u1eb1ng hi\u1ec7u \u1ee9ng th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p 15-25% gi\u00e1 tr\u1ecb doanh nghi\u1ec7p c\u1ee7a Snowflake v\u00e0o n\u0103m 2026-2028 n\u1ebfu xu h\u01b0\u1edbng ch\u1ea5p nh\u1eadn hi\u1ec7n t\u1ea1i ti\u1ebfp t\u1ee5c, \u0111\u1ea1i di\u1ec7n cho m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a \u0111\u1ecbnh gi\u00e1 d\u00e0i h\u1ea1n m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn \u0111\u01a1n gi\u1ea3n d\u1ef1a tr\u00ean doanh thu th\u01b0\u1eddng b\u1ecf qua."},{"question":"C\u00e1c kh\u1ea3 n\u0103ng \u0111a \u0111\u00e1m m\u00e2y \u1ea3nh h\u01b0\u1edfng nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ebfn v\u1ecb th\u1ebf c\u1ea1nh tranh v\u00e0 \u0111\u1ecbnh gi\u00e1 c\u1ee7a Snowflake?","answer":"Ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y c\u1ee7a Snowflake t\u1ea1o ra m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh \u0111\u1eb7c bi\u1ec7t \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu d\u00e0i h\u1ea1n theo nh\u1eefng c\u00e1ch m\u00e0 nhi\u1ec1u nh\u00e0 \u0111\u1ea7u t\u01b0 kh\u00f4ng \u0111\u00e1nh gi\u00e1 cao. Kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng li\u1ec1n m\u1ea1ch tr\u00ean AWS, Azure v\u00e0 Google Cloud mang l\u1ea1i b\u1ed1n l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c: 1) M\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng c\u00f3 th\u1ec3 ph\u1ee5c v\u1ee5 b\u1eb1ng c\u00e1ch ph\u1ee5c v\u1ee5 kh\u00e1ch h\u00e0ng v\u1edbi chi\u1ebfn l\u01b0\u1ee3c \u0111a \u0111\u00e1m m\u00e2y (\u01b0\u1edbc t\u00ednh 75% doanh nghi\u1ec7p v\u00e0o n\u0103m 2025), 2) Gi\u1ea3m b\u1edbt lo ng\u1ea1i v\u1ec1 kh\u00f3a nh\u00e0 cung c\u1ea5p, th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh di chuy\u1ec3n t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng c\u0169, 3) C\u1ea3i thi\u1ec7n \u0111\u00f2n b\u1ea9y \u0111\u00e0m ph\u00e1n v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y ri\u00eang l\u1ebb, v\u00e0 4) N\u00e2ng cao kh\u1ea3 n\u0103ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u qua c\u00e1c ranh gi\u1edbi t\u1ed5 ch\u1ee9c. Kh\u1ea3 n\u0103ng \u0111a \u0111\u00e1m m\u00e2y n\u00e0y thi\u1ebft l\u1eadp m\u1ed9t h\u00e0o c\u1ea1nh tranh c\u1ea5u tr\u00fac ch\u1ed1ng l\u1ea1i c\u1ea3 c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y (t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c \u0111\u00e1m m\u00e2y c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd) v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u0169 (thi\u1ebfu ki\u1ebfn tr\u00fac g\u1ed1c \u0111\u00e1m m\u00e2y). C\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 tinh vi t\u00ednh \u0111\u1ebfn l\u1ee3i th\u1ebf n\u00e0y th\u00f4ng qua c\u00e1c \u0111\u00e1nh gi\u00e1 b\u1ec1n v\u1eefng c\u1ea1nh tranh k\u00e9o d\u00e0i \u0111\u01b0\u1eddng b\u0103ng t\u0103ng tr\u01b0\u1edfng d\u1ef1 ki\u1ebfn v\u00e0 gi\u1ea3m chi\u1ebft kh\u1ea5u r\u1ee7i ro c\u1ea1nh tranh d\u00e0i h\u1ea1n. Tuy nhi\u00ean, ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y c\u0169ng t\u1ea1o ra th\u00e1ch th\u1ee9c th\u00f4ng qua s\u1ef1 ph\u1ee9c t\u1ea1p trong v\u1eadn h\u00e0nh v\u00e0 \u00e1p l\u1ef1c bi\u00ean l\u1ee3i nhu\u1eadn ti\u1ec1m n\u0103ng c\u1ea7n \u0111\u01b0\u1ee3c c\u00e2n b\u1eb1ng trong c\u00e1c khung \u0111\u1ecbnh gi\u00e1 to\u00e0n di\u1ec7n. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p d\u1ef1 \u0111o\u00e1n c\u1ed5 phi\u1ebfu Snowflake ch\u00ednh x\u00e1c nh\u1ea5t \u0111\u1ecbnh l\u01b0\u1ee3ng c\u1ea3 l\u1ee3i th\u1ebf chi\u1ebfn l\u01b0\u1ee3c v\u00e0 th\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a ki\u1ebfn tr\u00fac \u0111a \u0111\u00e1m m\u00e2y thay v\u00ec coi \u0111\u00f3 l\u00e0 m\u1ed9t l\u1ee3i \u00edch kh\u00f4ng b\u1ecb h\u1ea1n ch\u1ebf."},{"question":"Nh\u1eefng y\u1ebfu t\u1ed1 r\u1ee7i ro n\u00e0o th\u01b0\u1eddng b\u1ecb b\u1ecf qua nh\u1ea5t trong ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu c\u1ee7a Snowflake?","answer":"Ba y\u1ebfu t\u1ed1 r\u1ee7i ro quan tr\u1ecdng th\u01b0\u1eddng b\u1ecb \u0111\u00e1nh gi\u00e1 th\u1ea5p trong ph\u00e2n t\u00edch m\u1ee5c ti\u00eau gi\u00e1 c\u1ed5 phi\u1ebfu c\u1ee7a Snowflake, c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng \u0111i\u1ec3m m\u00f9 trong c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1. Th\u1ee9 nh\u1ea5t, s\u1ef1 c\u1ea1nh tranh t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y l\u1edbn th\u01b0\u1eddng kh\u00f4ng \u0111\u01b0\u1ee3c ch\u00fa \u00fd \u0111\u1ea7y \u0111\u1ee7 trong nhi\u1ec1u m\u00f4 h\u00ecnh. M\u1eb7c d\u00f9 Snowflake hi\u1ec7n duy tr\u00ec l\u1ee3i th\u1ebf v\u1ec1 hi\u1ec7u su\u1ea5t v\u00e0 ch\u1ee9c n\u0103ng so v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0 Amazon Redshift, Google BigQuery v\u00e0 Microsoft Synapse, nh\u01b0ng s\u1ef1 c\u1ea3i thi\u1ec7n nhanh ch\u00f3ng v\u00e0 l\u1ee3i th\u1ebf v\u1ec1 gi\u00e1 c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p thay th\u1ebf g\u1ed1c \u0111\u00e1m m\u00e2y n\u00e0y \u0111\u1ea1i di\u1ec7n cho nh\u1eefng m\u1ed1i \u0111e d\u1ecda c\u1ea1nh tranh d\u00e0i h\u1ea1n \u0111\u00e1ng k\u1ec3. C\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y l\u1edbn c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng v\u1edbi bi\u00ean l\u1ee3i nhu\u1eadn th\u1ea5p h\u01a1n v\u00e0 t\u1eadn d\u1ee5ng quy\u1ec1n ki\u1ec3m so\u00e1t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u01a1 b\u1ea3n \u0111\u1ec3 c\u00f3 th\u1ec3 l\u00e0m x\u00f3i m\u00f2n l\u1ee3i th\u1ebf v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a Snowflake theo th\u1eddi gian. Th\u1ee9 hai, h\u1ea7u h\u1ebft c\u00e1c m\u00f4 h\u00ecnh kh\u00f4ng \u0111\u00e1nh gi\u00e1 \u0111\u1ea7y \u0111\u1ee7 r\u1ee7i ro bi\u1ebfn \u0111\u1ed9ng ti\u00eau th\u1ee5. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c doanh nghi\u1ec7p \u0111\u0103ng k\u00fd v\u1edbi c\u00e1c m\u00f4 h\u00ecnh doanh thu d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c, m\u00f4 h\u00ecnh ti\u00eau th\u1ee5 c\u1ee7a Snowflake t\u1ea1o ra s\u1ef1 bi\u1ebfn \u0111\u1ed5i v\u1ed1n c\u00f3 khi vi\u1ec7c s\u1eed d\u1ee5ng c\u1ee7a kh\u00e1ch h\u00e0ng dao \u0111\u1ed9ng theo \u0111i\u1ec1u ki\u1ec7n kinh doanh v\u00e0 n\u1ed7 l\u1ef1c t\u1ed1i \u01b0u h\u00f3a. S\u1ef1 bi\u1ebfn \u0111\u1ed9ng n\u00e0y c\u00f3 th\u1ec3 g\u00e2y ra ph\u1ea3n \u1ee9ng \u0111\u00e1ng k\u1ec3 c\u1ee7a c\u1ed5 phi\u1ebfu khi t\u0103ng tr\u01b0\u1edfng ti\u00eau th\u1ee5 l\u1ec7ch kh\u1ecfi k\u1ef3 v\u1ecdng. Th\u1ee9 ba, c\u00e1c m\u00f4 h\u00ecnh th\u01b0\u1eddng \u0111\u00e1nh gi\u00e1 th\u1ea5p s\u1ef1 c\u1ea1nh tranh t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng AI\/ML m\u1edbi n\u1ed5i. Khi c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ph\u00e2n t\u00edch ng\u00e0y c\u00e0ng t\u00edch h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n h\u1ecdc m\u00e1y, c\u00e1c n\u1ec1n t\u1ea3ng ML chuy\u00ean bi\u1ec7t c\u00f3 th\u1ec3 chi\u1ebfm l\u0129nh c\u00e1c ph\u1ea7n ng\u00e0y c\u00e0ng l\u1edbn c\u1ee7a chu\u1ed7i gi\u00e1 tr\u1ecb ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00f3 th\u1ec3 h\u1ea1n ch\u1ebf kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 Snowflake c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn. M\u00f4 h\u00ecnh h\u00f3a r\u1ee7i ro to\u00e0n di\u1ec7n n\u00ean t\u00edch h\u1ee3p r\u00f5 r\u00e0ng c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y th\u00f4ng qua ph\u00e2n t\u00edch k\u1ecbch b\u1ea3n v\u00e0 t\u1ef7 l\u1ec7 chi\u1ebft kh\u1ea5u \u0111i\u1ec1u ch\u1ec9nh r\u1ee7i ro ph\u00f9 h\u1ee3p ph\u1ea3n \u00e1nh \u0111\u1ed9ng l\u1ef1c c\u1ea1nh tranh ph\u1ee9c t\u1ea1p trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u doanh nghi\u1ec7p."}]}},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.8 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>D\u1ef1 b\u00e1o c\u1ed5 phi\u1ebfu Snowflake: 7 c\u00f4ng c\u1ee5 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u d\u1ef1 \u0111o\u00e1n 83% bi\u1ebfn \u0111\u1ed9ng gi\u00e1<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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