	{"id":111355,"date":"2024-05-15T08:04:34","date_gmt":"2024-05-15T07:04:34","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=111355"},"modified":"2024-09-20T17:46:04","modified_gmt":"2024-09-20T16:46:04","slug":"unveiling-the-future-of-consumer-engagement-key-insights-from-artefacts-latest-breakfast-event-trailblazing-consumer-engagement-with-data-ai-and-genai","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/unveiling-the-future-of-consumer-engagement-key-insights-from-artefacts-latest-breakfast-event-trailblazing-consumer-engagement-with-data-ai-and-genai\/","title":{"rendered":"\u63ed\u793a\u6d88\u8d39\u8005\u53c2\u4e0e\u7684\u672a\u6765\uff1aArtefact\u6700\u65b0\u65e9\u9910\u4f1a--\u201c\u5229\u7528Data\u3001\u4eba\u5de5\u667a\u80fd\u548cGenAI\u5f15\u9886\u6d88\u8d39\u8005\u53c2\u4e0e \u201d\u7684\u4e3b\u8981\u89c2\u70b9\u201d"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling article-author\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4f5c\u8005<\/h2><\/div><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27150%27%20height%3D%270%27%20viewBox%3D%270%200%20150%200%27%3E%3Crect%20width%3D%27150%27%20height%3D%270%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/04\/kevin-cheung-artefact.jpeg\" alt=\"Image\" class=\"lazyload artefact-elegant-image align-left article-author-image\" style=\"width: 150px; border-radius: 54% 46% 77% 23% \/ 74% 40% 60% 26%; overflow: hidden;\" width=\"150\" height=\"auto\" \/><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three article-author-name-title\" style=\"--awb-text-color:var(--awb-color7);--awb-margin-bottom-small:8px;--awb-font-size:18px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Josefin Sans&quot;;font-style:normal;font-weight:600;margin:0;font-size:1em;--fontSize:18;line-height:1.5;\">Kevin Cheung<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\" style=\"--awb-font-size:14px;--awb-line-height:1.6;--awb-letter-spacing:2px;--awb-text-transform:uppercase;--awb-text-color:var(--awb-color7);--awb-text-font-family:&quot;Roboto&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u65b0\u52a0\u5761 Artefact \u9ad8\u7ea7 Data \u54a8\u8be2\u603b\u76d1<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u5229\u7528 Data\u3001\u4eba\u5de5\u667a\u80fd\u548c GenAI\uff0c\u5f00\u521b\u6d88\u8d39\u8005\u53c2\u4e0e\u7684\u5148\u6cb3<\/p>\n<p>2024 \u5e74 4 \u6708 26 \u65e5\u3001, <a href=\"https:\/\/www.artefact.com\/zh\/\" rel=\"noopener\" target=\"_blank\">Artefact \u65b0\u52a0\u5761<\/a> \u548c\u6211\u4eec\u7684\u6280\u672f\u5408\u4f5c\u4f19\u4f34\u3001, <a href=\"https:\/\/www.treasuredata.com\/\" rel=\"noopener\" target=\"_blank\">\u73cd\u5b9d Data<\/a>, \u5ba2\u6237 Data \u5e73\u53f0 (CDP) \u7684\u9886\u5148\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u5546--\u7f8e\u56fd\u5ba2\u6237\u670d\u52a1\u516c\u53f8\u4e3e\u884c\u4e86\u4e00\u6b21\u5c0f\u7ec4\u8ba8\u8bba\uff0c\u6765\u81ea\u5404\u884c\u5404\u4e1a\u7684\u6570\u5b57\u548c data \u4e13\u5bb6\u9f50\u805a\u4e00\u5802\uff0c\u6df1\u5165\u63a2\u8ba8\u4e86\u6d88\u8d39\u8005\u53c2\u4e0e\uff08R\uff09\u6f14\u53d8\u8fd9\u4e00\u4e3b\u9898\uff0c\u4ee5\u53ca\u8fd9\u79cd\u8f6c\u53d8\u8868\u8c61\u4e0b\u7684\u5173\u952e\u8981\u7d20\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u6d88\u8d39\u8005\u7684\u53c2\u4e0e\u8fdc\u4e0d\u6b62\u8868\u9762\u7684\u4e92\u52a8<\/h2><\/div><div class=\"fusion-image-element\" style=\"text-align:center;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1473\" height=\"815\" title=\"apac \u535a\u5ba2\u6587\u7ae0\u56fe\u7247 1 - \u6d88\u8d39\u8005\u53c2\u4e0e\u65e9\u9910\u6d3b\u52a8\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement.png\" alt class=\"lazyload img-responsive wp-image-111356\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271473%27%20height%3D%27815%27%20viewBox%3D%270%200%201473%20815%27%3E%3Crect%20width%3D%271473%27%20height%3D%27815%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement-200x111.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement-400x221.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement-600x332.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement-800x443.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement-1200x664.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2024\/05\/apac-blog-article-image-1-breakfast-event-consumer-engagement.png 1473w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1473px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u6d88\u8d39\u8005\u53c2\u4e0e\u4e1a\u52a1\u5c31\u50cf\u51b0\u5c71\u3002\u5728\u8868\u9762\u4e4b\u4e0a\uff0c\u6211\u4eec\u770b\u5230\u7684\u662f\u5438\u5f15\u4eba\u7684\u53c2\u4e0e\u5b9e\u4f8b--\u6d3b\u8dc3\u7684\u793e\u4ea4\u5a92\u4f53\u4e92\u52a8\u3001\u4e2a\u6027\u5316\u7684\u5ba2\u6237\u4f53\u9a8c\u548c\u521b\u65b0\u7684\u8425\u9500\u6d3b\u52a8\u3002\u4f46\u5728\u6c34\u9762\u4e4b\u4e0b\uff0c\u624d\u662f\u6210\u529f\u7684\u771f\u6b63\u52a8\u529b\uff1adata governance\u3001\u96c6\u6210\u6280\u672f\u3001\u4e00\u6d41\u4eba\u624d\u7684\u534f\u540c\u4f5c\u7528\u4ee5\u53ca\u5b9a\u4e49\u660e\u786e\u7684\u6d41\u7a0b\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5c3d\u7ba1\u5c0f\u7ec4\u6210\u5458\u7684\u80cc\u666f\u5404\u4e0d\u76f8\u540c\uff0c\u6db5\u76d6\u4e86\u98df\u54c1\u996e\u6599\u3001\u65c5\u6e38\u96f6\u552e\u548c\u533b\u7597\u4fdd\u5065\u7b49\u9886\u57df\uff0c\u4f46\u4ed6\u4eec\u7684\u89c2\u70b9\u90fd\u4e00\u81f4\u8ba4\u4e3a\uff0cdata \u548c\u4eba\u5de5\u667a\u80fd\u5728\u4fc3\u8fdb\u4e2a\u6027\u5316\u6d88\u8d39\u8005\u53c2\u4e0e\u548c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u65b9\u9762\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">Data - \u5728\u4efb\u4f55\u884c\u4e1a\uff0c\u65e0\u8bba\u662f\u5962\u4f88\u54c1\u8fd8\u662f\u6d88\u8d39\u54c1\uff0c\u65e0\u8bba\u662f\u672c\u5730\u96f6\u552e\u8fd8\u662f\u65c5\u6e38\u96f6\u552e\uff0c\u65e0\u8bba\u662f B2B \u8fd8\u662f B2C\uff0c\u7a33\u5065\u7684\u6d88\u8d39\u8005 data \u6218\u7565\u90fd\u662f\u6210\u529f\u7684\u57fa\u77f3\u3002<\/h2><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728\u996e\u6599\u884c\u4e1a\uff0c\u5c3d\u7ba1\u666e\u904d\u7f3a\u4e4f\u6210\u719f\u7684\u7b2c\u4e00\u65b9 data \u6218\u7565\uff0c\u4f46\u6295\u8d44\u4e8e\u4e0e\u6d88\u8d39\u8005\u7684\u4ef7\u503c\u4ea4\u6362\uff08\u5982\u53ef\u53e3\u53ef\u4e50\u7684\u4e2a\u6027\u5316\u74f6\u5b50\uff09\u5df2\u6210\u4e3a\u4e00\u79cd\u660e\u663e\u7684\u8d8b\u52bf\u3002\u8fd9\u4e00\u6218\u7565\u4e3e\u63aa\u7684\u76ee\u7684\u4e0d\u4ec5\u5728\u4e8e\u83b7\u53d6\u6d88\u8d39\u8005 data \uff0c\u8fd8\u5728\u4e8e\u63d0\u9ad8\u6d88\u8d39\u8005\u7684\u957f\u671f\u53c2\u4e0e\u5ea6\uff0c\u5e76\u4e0e\u96f6\u552e\u5546\u548c\u5206\u9500\u5546\u5efa\u7acb\u66f4\u5e73\u7b49\u7684\u5173\u7cfb\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\uff0c\u76d1\u7ba1\u9650\u5236\u5f80\u5f80\u4f1a\u7ed9 data \u7684\u6536\u96c6\u548c\u6fc0\u6d3b\u5e26\u6765\u6311\u6218\uff0c\u56e0\u6b64\u516c\u53f8\u6b63\u5728\u5229\u7528\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u6765\u8bd5\u70b9\u548c\u5b8c\u5584\u53c2\u4e0e\u8ba1\u5212\u3002\u8fd9\u4e9b\u5408\u4f5c\u52aa\u529b\u5728\u63d0\u5347\u60a3\u8005\u6574\u4f53\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u4e5f\u89e3\u51b3\u4e86\u590d\u6742\u7684\u95ee\u9898\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u540c\u6837\uff0c\u5728\u4eba\u6d41\u91cf\u5de8\u5927\u4f46\u6d88\u8d39\u8005\u65c5\u7a0b\u5206\u6563\u7684\u65c5\u6e38\u96f6\u552e\u4e1a\uff0c\u5c06\u7b2c\u4e8c\u65b9 data\uff08\u6765\u81ea\u96f6\u552e\u5546\u5408\u4f5c\u4f19\u4f34\uff09\u4e0e\u7b2c\u4e00\u65b9\u6d1e\u5bdf\uff08\u6765\u81ea\u5f53\u5730\u4f01\u4e1a\uff09\u6574\u5408\u5728\u4e00\u8d77\u52bf\u5728\u5fc5\u884c\u3002\u901a\u8fc7\u4ece\u591a\u4e2a\u6765\u6e90\u83b7\u5f97\u66f4\u6df1\u5165\u7684\u6d1e\u5bdf\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u63a5\u89e6\u70b9\u4e0a\u534f\u8c03\u4ea7\u751f\u5171\u9e23\u7684\u4e2a\u6027\u5316\u4f53\u9a8c\uff0c\u5c06\u63a5\u89e6\u8f6c\u5316\u4e3a\u65e0\u7f1d\u3001\u6301\u7eed\u7684\u65c5\u7a0b\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u4eba\u5de5\u667a\u80fd\u548c\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd - \u5728\u4efb\u4f55\u884c\u4e1a\uff0c\u4eba\u5de5\u667a\u80fd\u548c\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u90fd\u4e0d\u518d\u662f\u672a\u77e5\u7684\u524d\u6cbf\u9886\u57df\uff0c\u800c\u662f\u4ee5\u4e0d\u540c\u901f\u5ea6\u63a8\u52a8\u7ade\u4e89\u52a0\u901f\u7684\u65e0\u60c5\u529b\u91cf<\/h2><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728\u996e\u6599\u884c\u4e1a\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u65bd\u76f8\u5bf9\u5148\u8fdb\uff0c\u4f46\u5728\u6269\u5c55\u65b9\u9762\u9762\u4e34\u6311\u6218\u3002\u867d\u7136\u63a8\u8350\u5f15\u64ce\u548c\u76f8\u4f3c\u6a21\u578b\u7b49\u5de5\u5177\u5df2\u7ecf\u6210\u719f\uff0c\u4f46 GenAI \u5e26\u6765\u4e86\u969c\u788d\uff0c\u7279\u522b\u662f\u5bf9\u751f\u6210\u5185\u5bb9\u7684\u4eba\u5de5\u9a8c\u8bc1\uff0c\u9650\u5236\u4e86\u53ef\u6269\u5c55\u6027\u3002\u5c55\u671b\u672a\u6765\uff0c\u6218\u7565\u91cd\u70b9\u5c06\u653e\u5728\u786e\u5b9a data \u5229\u7528\u6d41\u7a0b\u3001\u63a8\u52a8\u53d8\u9769\u7ba1\u7406\u548c\u63d0\u5347\u6d88\u8d39\u8005\u4f53\u9a8c\u4e0a\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\uff0c\u8bb8\u591a\u4f01\u4e1a\u6b63\u5904\u4e8e\u4eba\u5de5\u667a\u80fd\u4e4b\u65c5\u7684\u8d77\u70b9\u3002\u70ed\u95e8\u7528\u4f8b\u6d89\u53ca\u5e02\u573a\u8fd0\u8425\u548c\u60a3\u8005\u4f53\u9a8c\uff0c\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u54c1\u724c\u7ec6\u5206\u3002\u8bb8\u591a\u4f01\u4e1a\u5e0c\u671b\u5728\u672a\u6ee1\u8db3\u7684\u9700\u6c42\u3001\u7279\u5f81\u548c\u884c\u4e3a\u7684\u57fa\u7840\u4e0a\u5f62\u6210\u66f4\u5168\u9762\u7684\u7406\u89e3\u3002\u5c55\u671b\u672a\u6765\uff0c\u6218\u7565\u4e3e\u63aa\u5c06\u4fa7\u91cd\u4e8e\u901a\u8fc7\u706f\u5854\u7528\u4f8b\u8bd5\u70b9\u8fdb\u884c data \u57f9\u8bad\uff0c\u5e76\u9010\u6b65\u6269\u5927\u89c4\u6a21\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u540c\u6837\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u65c5\u6e38\u96f6\u552e\u4e1a\u7684\u5e94\u7528\u4e5f\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\u3002\u867d\u7136\u5728\u6570\u5b57\u5316\u8f6c\u578b\u548c\u63d0\u5347\u56e2\u961f\u6280\u80fd\u65b9\u9762\u51fa\u73b0\u4e86\u660e\u663e\u7684\u8f6c\u53d8\uff0c\u4f46\u5728\u5b9e\u9645\u5b9e\u65bd\u65b9\u9762\u8fd8\u6bd4\u8f83\u8c28\u614e\u3002\u4f8b\u5982\uff0c\u76ee\u524d\u7684\u91cd\u70b9\u662f\u786e\u5b9a\u548c\u53d1\u6398\u6f5c\u5728\u7684\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u5e76\u8fdb\u884c\u8bd5\u9a8c\uff0c\u4ee5\u5229\u7528\u7b2c\u4e8c\u65b9\/\u7b2c\u4e09\u65b9 data \u7684\u529b\u91cf\u3002\u514b\u670d\u5b9e\u65bd\u969c\u788d\uff0c\u63a8\u52a8\u884c\u4e1a\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u662f\u672a\u6765\u7684\u4e00\u4e2a\u4f18\u5148\u4e8b\u9879\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u7ed3\u8bba<\/h2><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u6700\u540e\uff0c\u6240\u6709\u5c0f\u7ec4\u6210\u5458\u90fd\u8fbe\u6210\u4e86\u660e\u786e\u7684\u5171\u8bc6\uff1a\u65e0\u8bba\u662f\u5236\u5b9a\u6d88\u8d39\u8005\u53c2\u4e0e\u6218\u7565\uff0c\u8fd8\u662f\u5f00\u59cb data \u548c\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\uff0c\u5173\u952e\u90fd\u5728\u4e8e\u4eba\u5458\u548c\u53d8\u9769\u7ba1\u7406\u3002\u6709\u6548\u8f6c\u578b\u7684\u5173\u952e\u5728\u4e8e\u4f18\u5148\u8003\u8651\u7ec4\u7ec7\u5185\u7684\u4eba\u7684\u56e0\u7d20\u3002\u8fd9\u5c31\u9700\u8981\u91c7\u53d6\u591a\u65b9\u9762\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u4ece\u6280\u80fd\u63d0\u5347\u548c\u6587\u5316\u9002\u5e94\u5230\u9886\u5bfc\u529b\u53d1\u5c55\u548c\u8fd0\u8425\u5b8c\u5584\u7b49\u5404\u4e2a\u65b9\u9762\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728\u4f01\u4e1a\u52aa\u529b\u521b\u65b0\u548c\u9002\u5e94\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ece\u91cd\u65b0\u6784\u60f3\u5ba2\u6237\u65c5\u7a0b\u5230\u5229\u7528\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6d1e\u5bdf\u529b\uff0c\u672c\u6b21\u6d3b\u52a8\u63ed\u793a\u4e86\u53ef\u64cd\u4f5c\u7684\u9014\u5f84\u3002\u8fd9\u4e9b\u9014\u5f84\u5bf9\u4e8e\u5728\u6570\u5b57\u524d\u6cbf\u9068\u6e38\u7684\u7ec4\u7ec7\u81f3\u5173\u91cd\u8981\uff0c\u4e3a\u5982\u4f55\u5728\u65e5\u76ca\u590d\u6742\u7684\u73af\u5883\u4e2d\u63d0\u4f9b\u5353\u8d8a\u7684\u6d88\u8d39\u8005\u4f53\u9a8c\u63d0\u4f9b\u4e86\u6307\u5bfc\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-13\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8877\u5fc3\u611f\u8c22\u6211\u4eec\u5c0a\u656c\u7684\u5c0f\u7ec4\u6210\u5458\u5206\u4eab\u4ed6\u4eec\u7684\u5b9d\u8d35\u89c1\u89e3\uff1a<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u51ef\u7279\u7433-\u962e\uff08Caitlin Nguyen\uff09\uff0c\u96c5\u57f9\u6570\u5b57\u548c\u5ba2\u6237\u53c2\u4e0e\u4e3b\u7ba1\u3001,<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u6b27\u83b1\u96c5\u4e9a\u592a\u533a\u79d1\u989c\u6c0f\/\u6d77\u4f26\u5a1c-\u9c81\u5bbe\u65af\u5766\/\u78a7\u6b27\u6cc9\/Takami \u65c5\u6e38\u96f6\u552e\u603b\u7ecf\u7406 Fion NG\u3001,<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Devendra Shivhare\uff0c\u996e\u6599\u884c\u4e1a\u4e9a\u592a\u533a\u8425\u9500\u6280\u672f\u4e3b\u7ba1\u3001,<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Sean Anthony Valencia\uff0cTreasure Data \u4e9a\u592a\u533a\u5e02\u573a\u7ecf\u7406\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-14\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5982\u9700\u4e86\u89e3\u6709\u5173\u6d88\u8d39\u8005\u53c2\u4e0e\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8054\u7cfb Artefact \u65b0\u52a0\u5761\u516c\u53f8 Data \u9ad8\u7ea7\u54a8\u8be2\u603b\u76d1 Kevin Cheung <a href=\"\/zh\/mail&\/#116;&#111;&#58;&#107;&#101;&#x76;&#x69;&#x6e;&#x2e;&#x63;&#x68;&#x65;ung&#64;&#97;&#114;&#116;&#101;&#102;&#x61;&#x63;&#x74;&#x2e;&#x63;&#x6f;&#x6d;\" target=\"_blank\" rel=\"noopener\">kevin.cheung@artefact.com<\/a><\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>2024 \u5e74 4 \u6708 26 \u65e5\uff0cArtefact \u65b0\u52a0\u5761\u4e0e\u6211\u4eec\u7684\u6280\u672f\u5408\u4f5c\u4f19\u4f34\u3001\u5ba2\u6237 Data \u5e73\u53f0\u7684\u9886\u5148\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u5546 Treasure Data \u5171\u540c\u4e3e\u529e\u4e86\u4e00\u573a\u4e13\u9898\u8ba8\u8bba\u4f1a\uff0c\u6765\u81ea\u5404\u884c\u5404\u4e1a\u7684\u6570\u5b57\u548c data \u4e13\u5bb6\u9f50\u805a\u4e00\u5802\uff0c\u6df1\u5165\u63a2\u8ba8\u4e86\u6d88\u8d39\u8005\u53c2\u4e0e\uff08R\uff09\u8fdb\u5316\u8fd9\u4e00\u4e3b\u9898\uff0c\u4ee5\u53ca\u8fd9\u79cd\u8f6c\u53d8\u8868\u9762\u4e0b\u7684\u5173\u952e\u8981\u7d20\u3002.<\/p>","protected":false},"featured_media":111357,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-111355","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/111355","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/111357"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=111355"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=111355"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=111355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}