	{"id":11589,"date":"2020-04-06T10:25:11","date_gmt":"2020-04-06T10:25:11","guid":{"rendered":"https:\/\/www.artefact.com\/?page_id=11589"},"modified":"2026-01-30T14:37:53","modified_gmt":"2026-01-30T14:37:53","slug":"reports","status":"publish","type":"page","link":"https:\/\/www.artefact.com\/zh\/insights\/reports\/","title":{"rendered":"\u62a5\u544a"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-none nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\" style=\"--awb-background-blend-mode:overlay;--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-padding-top:80px;--awb-padding-right:80px;--awb-padding-bottom:80px;--awb-padding-left:80px;--awb-padding-right-medium:5%;--awb-padding-left-medium:5%;--awb-padding-top-small:120px;--awb-padding-right-small:5%;--awb-padding-bottom-small:38px;--awb-padding-left-small:5%;--awb-min-height:600px;--awb-min-height-medium:calc(65vh);--awb-min-height-small:calc(55vh);--awb-background-size:cover;--awb-flex-wrap:wrap;\" data-bg=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2024\/07\/insight-top-banner-4.jpg\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-stretch fusion-flex-align-content-flex-end fusion-flex-justify-content-space-between 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 fusion-flex-align-self-flex-end\" 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:80%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:83.333333333333%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:0px;\"><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-one\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-bottom:40px;--awb-margin-bottom-small:8px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;letter-spacing:var(--awb-custom_typography_7-letter-spacing);--fontSize:70;line-height:1;\">\u62a5\u544a\u548c\u767d\u76ae\u4e66<\/h1><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-bottom-small:8px;--awb-font-size:var(--awb-typography3-font-size);\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:var(--awb-typography3-font-family);font-weight:var(--awb-typography3-font-weight);font-style:var(--awb-typography3-font-style);margin:0;letter-spacing:var(--awb-typography3-letter-spacing);text-transform:var(--awb-typography3-text-transform);font-size:1em;--fontSize:20;line-height:1.2;\">\u4ece\u6211\u4eec\u7684 AI\u3001data \u548c\u6570\u5b57\u4e13\u5bb6\u64b0\u5199\u7684 reports\u3001\u7535\u5b50\u4e66\u3001\u767d\u76ae\u4e66\u3001\u5206\u6790\u3001\u8c03\u67e5\u548c\u7814\u7a76\u4e2d\u5b66\u4e60\u3002.<\/h2><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" 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-padding-top:40px;--awb-padding-right:80px;--awb-padding-left:80px;--awb-padding-right-medium:5%;--awb-padding-left-medium:5%;--awb-padding-top-small:40px;--awb-padding-right-small:5%;--awb-padding-left-small:5%;--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:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\" id=\"blog\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-post-cards fusion-post-cards-1 fusion-grid-archive fusion-grid-columns-3\" style=\"--awb-column-spacing:20px;--awb-dots-align:center;--awb-columns:3;--awb-active-filter-border-size:3px;--awb-filters-height:36px;--awb-row-spacing:20px;--awb-margin-bottom:60px;\" data-post-type-label=\"ressources document\"><ul class=\"fusion-grid fusion-grid-3 fusion-flex-align-items-stretch fusion-grid-posts-cards fusion-grid-container-infinite fusion-grid-container-load-more\" data-pages=\"11\"><li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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 has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"LP \u77e5\u8bc6\u56fe\u8c31\u539f\u578b (1)\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1.png\" class=\"lazyload img-responsive wp-image-1324492 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup-LP-Knowledge-graph-1.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u77e5\u8bc6\u56fe\u8c31\u4e0e\u8bed\u5883\u5de5\u7a0b<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-1 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" 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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:40%;--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-sharing-box fusion-sharing-box-1 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Knowledge Graphs and Context Engineering\" data-description=\"AI agents are transitioning from passive assistants to autonomous decision-makers, creating a critical new bottleneck: context. An agent\u2019s performance now depends less on its underlying model and more on the context it can reason over. Unfortunately, traditional data architectures only capture the current state of operations, entirely missing the tacit reasoning and historical precedents that\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/knowledge-graphs-and-context-engineering\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-1\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Knowledge%20Graphs%20and%20Context%20Engineering&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fknowledge-graphs-and-context-engineering%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a 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fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" 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fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>2026\u5e746\u670826\u65e5<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-2 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"BD \u6bd4\u8d5b\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Template-Website-Banner-18.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Template-Website-Banner-18.png\" class=\"lazyload 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900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u60f3\u8c61\u4e00\u4e0b\u201c\u4ee3\u7406\u65f6\u4ee3\u201d\u7684\u5de5\u4f5c\u2014\u2014Artefact \u6f2b\u753b<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-4 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-2 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/imagine-work-in-the-agentic-era-comics-by-artefact\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-5 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-2 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Imagine work in the Agentic era &#8211; Comics by Artefact\" data-description=\"Led by the\u00a0and Artefact 3000, the \u201cImagine Work in the Agentic Era\u201d project takes the form of a collaborative comic book generated using artificial intelligence tools and created by the group&#039;s employees.This contest invites all Artefact employees to imagine and depict scenes from professional life as they might look by 2028. The goal is\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/imagine-work-in-the-agentic-era-comics-by-artefact\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-2\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Imagine%20work%20in%20the%20Agentic%20era%20%E2%80%93%20Comics%20by%20Artefact&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fimagine-work-in-the-agentic-era-comics-by-artefact%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fimagine-work-in-the-agentic-era-comics-by-artefact%2F&amp;title=Imagine%20work%20in%20the%20Agentic%20era%20%26%238211%3B%20Comics%20by%20Artefact&amp;summary=Led%20by%20the%C2%A0and%20Artefact%203000%2C%20the%20%E2%80%9CImagine%20Work%20in%20the%20Agentic%20Era%E2%80%9D%20project%20takes%20the%20form%20of%20a%20collaborative%20comic%20book%20generated%20using%20artificial%20intelligence%20tools%20and%20created%20by%20the%20group%26%23039%3Bs%20employees.%0D%0A%0D%0AThis%20contest%20invites%20all%20Artefact%20employees%20to%20imagine%20and%20depict%20scenes%20from%20professional%20life%20as%20they%20might%20look%20by%202028.%20The%20goal%20is\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"LinkedIn\" aria-label=\"LinkedIn\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#bababa;border-color:#bababa;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-6 fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-2 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" style=\"--awb-iconcolor:#cccccc;--awb-iconcolor-hover:#cccccc;--awb-circlebordercolor-hover:var(--awb-color2);--awb-circlebordersize:0px;--awb-font-size:22.88px;--awb-width:45.76px;--awb-height:45.76px;--awb-line-height:45.76px;--awb-margin-top:0;--awb-margin-right:0;--awb-margin-bottom:0;--awb-margin-left:0;--awb-align-self:center;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-7 fusion_builder_column_inner_5_6 5_6 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:80%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><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 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>2026\u5e746\u670811\u65e5<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-3 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"Mockup_Taller_Data \u53ca\u9762\u5411\u96f6\u552e\u4e0e\u6d88\u8d39\u8005\u7684 AI \u6280\u672f\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers.png\" class=\"lazyload img-responsive wp-image-1272453 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/06\/Mockup_Taller_Data-AI-for-Retail-and-Consumers.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">Data \u4e0e\u96f6\u552e\u53ca\u6d88\u8d39\u9886\u57df\u7684 AI \u5e94\u7528<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-8 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-3 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/data-ai-for-retail-and-consumers\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-9 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-3 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Data &#038; AI for Retail and Consumers\" data-description=\"Generative AI is no longer just an experiment, it is a fundamental strategic shift that is redefining the retail and consumer goods industries.In this comprehensive report, Data &amp; AI for Retail and Consumers, Artefact distills critical strategic lessons and real-world case studies to help leaders weave AI into the operational fabric of their businesses and\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/data-ai-for-retail-and-consumers\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-3\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Data%20%26%20AI%20for%20Retail%20and%20Consumers&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fdata-ai-for-retail-and-consumers%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a 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aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#bababa;border-color:#bababa;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-10 fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-3 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" style=\"--awb-iconcolor:#cccccc;--awb-iconcolor-hover:#cccccc;--awb-circlebordercolor-hover:var(--awb-color2);--awb-circlebordersize:0px;--awb-font-size:22.88px;--awb-width:45.76px;--awb-height:45.76px;--awb-line-height:45.76px;--awb-margin-top:0;--awb-margin-right:0;--awb-margin-bottom:0;--awb-margin-left:0;--awb-align-self:center;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-11 fusion_builder_column_inner_5_6 5_6 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:80%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><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-3 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>2026\u5e746\u670810\u65e5<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-4 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"mockup - \u4eba\u5de5\u667a\u80fd\u63a8\u52a8\u7684\u641c\u7d22\u9769\u547d\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution.png\" class=\"lazyload img-responsive wp-image-1232200 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/mockup-The-AI-Powered-Search-Revolution.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u4eba\u5de5\u667a\u80fd\u63a8\u52a8\u7684\u641c\u7d22\u9769\u547d<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-12 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-4 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/the-ai-powered-search-revolution\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-13 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-4 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"The AI-Powered Search Revolution\" data-description=\"Why traditional search frameworks are expiring, and how to protect your enterprise\u2019s \u201cShare of Model\u201d in a post-SEO landscape.The rules of digital visibility have changed.Search Engine Marketing is undergoing a volatile structural shift. The traditional playbook, built on manual keywords and predictable link indexes, is giving way to a dual-engine reality powered entirely by AI.As\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/the-ai-powered-search-revolution\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-4\"><span><a href=\"https:\/\/x.com\/intent\/post?text=The%20AI-Powered%20Search%20Revolution&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fthe-ai-powered-search-revolution%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fthe-ai-powered-search-revolution%2F&amp;title=The%20AI-Powered%20Search%20Revolution&amp;summary=Why%20traditional%20search%20frameworks%20are%20expiring%2C%20and%20how%20to%20protect%20your%20enterprise%E2%80%99s%20%E2%80%9CShare%20of%20Model%E2%80%9D%20in%20a%20post-SEO%20landscape.%0D%0AThe%20rules%20of%20digital%20visibility%20have%20changed.%0D%0ASearch%20Engine%20Marketing%20is%20undergoing%20a%20volatile%20structural%20shift.%20The%20traditional%20playbook%2C%20built%20on%20manual%20keywords%20and%20predictable%20link%20indexes%2C%20is%20giving%20way%20to%20a%20dual-engine%20reality%20powered%20entirely%20by%20AI.%0D%0A%0D%0AAs\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"LinkedIn\" aria-label=\"LinkedIn\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#bababa;border-color:#bababa;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-14 fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-4 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" style=\"--awb-iconcolor:#cccccc;--awb-iconcolor-hover:#cccccc;--awb-circlebordercolor-hover:var(--awb-color2);--awb-circlebordersize:0px;--awb-font-size:22.88px;--awb-width:45.76px;--awb-height:45.76px;--awb-line-height:45.76px;--awb-margin-top:0;--awb-margin-right:0;--awb-margin-bottom:0;--awb-margin-left:0;--awb-align-self:center;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-15 fusion_builder_column_inner_5_6 5_6 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:80%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><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-4 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>29 5 \u6708 2026<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-5 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"\u6a21\u677f - \u7f51\u7ad9\u6a2a\u5e45\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner.png\" class=\"lazyload img-responsive wp-image-1229067 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Template-Website-Banner.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u56e0\u679c\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u4e3a\u91d1\u878d\u670d\u52a1 CMO \u5e26\u6765\u589e\u957f\uff1f<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-16 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-5 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" 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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:40%;--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-sharing-box fusion-sharing-box-5 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"How can Causal AI unlock growth for Financial Services CMOs?\" data-description=\"For Financial Services Institutions (FSIs), answering this is structurally harder due to long sales cycles, macroeconomic shifts, and strict regulations. To solve this, our global experts Sid Mohan, Akhilesh Kale, and Melanie Ngo have developed a comprehensive roadmap to help leaders move past traditional correlation-based reporting, which describes what happened without proving\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/how-can-causal-ai-unlock-growth-for-financial-services-cmos\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-5\"><span><a href=\"https:\/\/x.com\/intent\/post?text=How%20can%20Causal%20AI%20unlock%20growth%20for%20Financial%20Services%20CMOs%3F&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fhow-can-causal-ai-unlock-growth-for-financial-services-cmos%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a 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fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-5 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" 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fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>27 5 \u6708 2026<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-6 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"MM \u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u6a21\u62df (2)\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2.png\" class=\"lazyload img-responsive wp-image-1226526 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/MM-agentic-AI-Mockup-2.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6539\u53d8\u8425\u9500\u6d4b\u91cf\u65b9\u6cd5<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-20 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/transforming-marketing-measurement-with-agentic-ai\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-21 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-6 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Transforming Marketing Measurement with Agentic AI\" data-description=\"Marketing Measurement is entering a new phase \u2014 one shaped by privacy-first ecosystems, fragmented customer journeys, rising media complexity, and increasing pressure on organisations to demonstrate measurable business impact.To navigate this shift, organisations are moving beyond isolated measurement approaches toward integrated MROI frameworks combining Marketing Mix Modelling (MMM), Incrementality Testing, and Attribution. Together, these methodologies\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/transforming-marketing-measurement-with-agentic-ai\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-6\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Transforming%20Marketing%20Measurement%20with%20Agentic%20AI&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Ftransforming-marketing-measurement-with-agentic-ai%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a 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class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-22 fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-6 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" style=\"--awb-iconcolor:#cccccc;--awb-iconcolor-hover:#cccccc;--awb-circlebordercolor-hover:var(--awb-color2);--awb-circlebordersize:0px;--awb-font-size:22.88px;--awb-width:45.76px;--awb-height:45.76px;--awb-line-height:45.76px;--awb-margin-top:0;--awb-margin-right:0;--awb-margin-bottom:0;--awb-margin-left:0;--awb-align-self:center;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-23 fusion_builder_column_inner_5_6 5_6 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:80%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><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-6 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>26 5 \u6708 2026<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-7 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"Data AI for Finance Mockup LP\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP.png\" class=\"lazyload img-responsive wp-image-1192495 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2022\/03\/Data-AI-for-Finance-Mockup-LP.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u7528\u4e8e\u91d1\u878d\u670d\u52a1\u7684 Data \u548c AI<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-24 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-7 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/data-ai-for-financial-services\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-25 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-7 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Data &#038; AI for Financial Services\" data-description=\"Content | Data &amp; AI for Finance, Bank &amp; InsuranceArtefact&#039;s team of experts, specialized in data for finance,\u00a0share their field experience and precise observations through this well-documented report, rich in lessons learned and concrete use cases.Agenda \tIntroduction by Vincent Luciani CEO &amp; co-founder of Artefact \tHow Artificial Intelligence is\u00a0impacting the future of banking and\u00a0insurance \tData\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/data-ai-for-financial-services\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-7\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Data%20%26%20AI%20for%20Financial%20Services&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fdata-ai-for-financial-services%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fdata-ai-for-financial-services%2F&amp;title=Data%20%26%23038%3B%20AI%20for%20Financial%20Services&amp;summary=Content%20%7C%20Data%20%26amp%3B%20AI%20for%20Finance%2C%20Bank%20%26amp%3B%20Insurance%0D%0AArtefact%26%23039%3Bs%20team%20of%20experts%2C%20specialized%20in%20data%20for%20finance%2C%C2%A0share%20their%20field%20experience%20and%20precise%20observations%20through%20this%20well-documented%20report%2C%20rich%20in%20lessons%20learned%20and%20concrete%20use%20cases.%0D%0AAgenda%0D%0A%0D%0A%20%09Introduction%20by%20Vincent%20Luciani%20CEO%20%26amp%3B%20co-founder%20of%20Artefact%0D%0A%20%09How%20Artificial%20Intelligence%20is%C2%A0impacting%20the%20future%20of%20banking%20and%C2%A0insurance%0D%0A%20%09Data\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"LinkedIn\" aria-label=\"LinkedIn\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#bababa;border-color:#bababa;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-26 fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-7 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" style=\"--awb-iconcolor:#cccccc;--awb-iconcolor-hover:#cccccc;--awb-circlebordercolor-hover:var(--awb-color2);--awb-circlebordersize:0px;--awb-font-size:22.88px;--awb-width:45.76px;--awb-height:45.76px;--awb-line-height:45.76px;--awb-margin-top:0;--awb-margin-right:0;--awb-margin-bottom:0;--awb-margin-left:0;--awb-align-self:center;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-27 fusion_builder_column_inner_5_6 5_6 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:80%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><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-7 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>11 5 \u6708 2026<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-8 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"Agentic AI \u516c\u5171\u90e8\u95e8\u7684\u8f6c\u578b - \u6a21\u578b\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png\" class=\"lazyload img-responsive wp-image-1171001 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">\u4ee3\u7406 AI \u516c\u5171\u90e8\u95e8\u7684\u8f6c\u578b<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-28 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-8 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/agentic-ai-transformation-in-the-public-sector\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-29 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-8 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Agentic AI Transformation in the Public Sector\" data-description=\"Governments are facing a perfect storm of soaring public debt, reaching $102 trillion globally, and rapidly rising citizen expectations. To navigate this, leaders must move beyond reactive algorithms and embrace Agentic AI. These autonomous systems can reason, plan, act, and learn within defined boundaries, acting as tireless &quot;digital public servants&quot; that execute complex, multi-step workflows.As\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/agentic-ai-transformation-in-the-public-sector\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-8\"><span><a href=\"https:\/\/x.com\/intent\/post?text=Agentic%20AI%20Transformation%20in%20the%20Public%20Sector&amp;url=https%3A%2F%2Fwww.artefact.com%2Fzh%2Fressource-document%2Fagentic-ai-transformation-in-the-public-sector%2F\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" title=\"X\" aria-label=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:var(--awb-color4);\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a 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fusion_builder_column_inner_1_6 1_6 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:20%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-8 fb-icon-element fontawesome-icon fa-calendar-alt fas circle-yes\" 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fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-8 fusion-text-no-margin\" style=\"--awb-margin-top:15px;--awb-margin-bottom:15px;\"><p>5 5 \u6708 2026<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/li>\n<li class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion-flex-column post-card-report post-card fusion-grid-column fusion-post-cards-grid-column\" style=\"--awb-padding-top:15px;--awb-padding-right:15px;--awb-padding-bottom:0px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:#f1f1f1;--awb-bg-color-hover:#f1f1f1;--awb-bg-size:cover;--awb-border-color:#d1d1d1;--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-radius:10px 10px 10px 10px;--awb-flex-grow:0;--awb-flex-shrink:0;--awb-flex-grow-medium:;--awb-flex-shrink-medium:;--awb-flex-grow-small:;--awb-flex-shrink-small:;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-aspect-ratio:4 \/ 3;--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-9 hover-type-none has-aspect-ratio\"><img decoding=\"async\" width=\"900\" height=\"555\" title=\"\u62a5\u544a HUB \u91c7\u7528\u4eba\u5de5\u667a\u80fd\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI.png\" class=\"lazyload img-responsive wp-image-1228935 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27555%27%20viewBox%3D%270%200%20900%20555%27%3E%3Crect%20width%3D%27900%27%20height%3D%27555%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/report-HUB-adopt-AI.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 900px\" \/><\/span><\/div><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-two fusion-text-has-stroke\" style=\"--awb-margin-top:25px;--awb-margin-bottom:20px;--awb-margin-top-small:20px;--awb-margin-bottom-small:20px;--awb-font-size:18px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:18;line-height:1.33;\">Adopt AI - \u5927\u7687\u5bab 2025 \u62a5\u544a<\/h2><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;flex-grow:1;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:calc( 100% + 20px ) !important;max-width:calc( 100% + 20px ) !important;margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-32 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" 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:60%;--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 style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-9 fusion-button-default-span fusion-button-default-type fusion-has-button-gradient read-more-button\" style=\"--button_accent_color:#000000;--button_border_color:#000000;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color6);--button_gradient_angle:180deg;--button_gradient_top_color:#f1f1f1;--button_gradient_bottom_color:#f1f1f1;--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color4);--button_gradient_hover:radial-gradient(circle at left top,var(--awb-color8) 0%,var(--awb-color4) 100%);--button_font_size:16px;\" target=\"_self\" href=\"https:\/\/www.artefact.com\/zh\/ressource-document\/adopt-ai-grand-palais-2025-report\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u66f4\u591a<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-33 fusion_builder_column_inner_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:40%;--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-sharing-box fusion-sharing-box-9 has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#f1f1f1;border-color:#cccccc;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-wrapper-padding-top:0px;--awb-wrapper-padding-right:0px;--awb-wrapper-padding-bottom:0px;--awb-wrapper-padding-left:0px;--awb-separator-border-color:#cccccc;--awb-separator-border-sizes:0px;--awb-layout:row;--awb-alignment-small:center;--awb-stacked-align-small:flex-start;\" data-title=\"Adopt AI &#8211; Grand Palais 2025 Report\" data-description=\"Produced in collaboration with the Hub Institute, this report captures\u00a0definitive insights from the\u00a0Adopt AI Summit 2025, held at the Grand Palais in\u00a0Paris.As the conversation shifts from experimentation to industrial-scale transformation, this document synthesizes the strategic visions of global CEOs, public leaders, and AI pioneers.Inside, you\" data-link=\"https:\/\/www.artefact.com\/zh\/ressource-document\/adopt-ai-grand-palais-2025-report\/\"><div 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