{"id":1217966,"date":"2026-05-21T14:27:44","date_gmt":"2026-05-21T13:27:44","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=1217966"},"modified":"2026-06-02T13:37:02","modified_gmt":"2026-06-02T12:37:02","slug":"interview-with-rahul-arya-in-qatar-tribune-from-generative-ai-to-autonomous-enterprises","status":"publish","type":"news","link":"https:\/\/www.artefact.com\/zh\/news\/interview-with-rahul-arya-in-qatar-tribune-from-generative-ai-to-autonomous-enterprises\/","title":{"rendered":"\u5361\u5854\u5c14\u8bba\u575b\u62a5\u300b\u5bf9\u62c9\u80e1\u5c14-\u963f\u91cc\u4e9a\uff08Rahul Arya\uff09\u7684\u91c7\u8bbf\uff1a\u4ece\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5230\u81ea\u4e3b\u4f01\u4e1a"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container 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-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>\u67e5\u770b\u300a\u5361\u5854\u5c14\u8bba\u575b\u62a5\u300b\u7684\u91c7\u8bbf <a href=\"https:\/\/www.qatar-tribune.com\/article\/235186\/business\/from-generative-ai-to-autonomous-enterprises\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>.<\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u8fc7\u53bb\u4e24\u5e74\u91cc\uff0c\u56f4\u7ed5\u4eba\u5de5\u667a\u80fd\u7684\u8ba8\u8bba\u5927\u591a\u96c6\u4e2d\u5728\u534f\u4f5c\u673a\u5668\u4eba\u548c\u804a\u5929\u673a\u5668\u4eba\u4e0a\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u65e8\u5728\u534f\u52a9\u4eba\u7c7b\u751f\u6210\u5185\u5bb9\u3001\u63d0\u4f9b\u5efa\u8bae\u548c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u8fd9\u4e9b\u7cfb\u7edf\u5728\u5411\u4eba\u7c7b\u63d0\u4f9b\u5efa\u8bae\u65f6\u57fa\u672c\u4e0a\u662f\u88ab\u52a8\u7684\uff0c\u4f46\u4eba\u7c7b\u4ecd\u5728\u505a\u51fa\u51b3\u5b9a\u548c\u6267\u884c\u5de5\u4f5c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8f6c\u53d8\u5df2\u7ecf\u5f00\u59cb\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6211\u4eec\u73b0\u5728\u6b63\u8fdb\u5165\u81ea\u4e3b\u4f01\u4e1a\u9636\u6bb5\uff0c\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e0d\u4ec5\u4ec5\u662f\u652f\u6301\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u662f\u8d8a\u6765\u8d8a\u591a\u5730\u534f\u8c03\u5de5\u4f5c\u6d41\u7a0b\u3001\u505a\u51fa\u8fd0\u8425\u51b3\u7b56\u3001\u89e6\u53d1\u8de8\u7cfb\u7edf\u884c\u52a8\uff0c\u5e76\u4e0d\u65ad\u5b9e\u65f6\u4f18\u5316\u7ed3\u679c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3001\u4ee3\u7406\u7cfb\u7edf\u3001\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u3001\u4f01\u4e1a data platforms \u548c\u5b9e\u65f6\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u7684\u878d\u5408\u6b63\u5728\u4fc3\u6210\u8fd9\u4e00\u8f6c\u53d8\u3002\u6b64\u5916\uff0c\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u53ef\u4ee5\u89e3\u91ca\u4e0a\u4e0b\u6587\u3001\u8fdb\u884c\u6982\u7387\u63a8\u7406\u5e76\u52a8\u6001\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u73af\u5883\u3002\u8fd9\u6807\u5fd7\u7740\u4ece\u81ea\u52a8\u5316\u5230\u81ea\u4e3b\u5316\u7684\u91cd\u5927\u8f6c\u53d8\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u8fd9\u79cd\u6f14\u53d8\u5df2\u7ecf\u5728\u5404\u884c\u5404\u4e1a\u663e\u73b0\u51fa\u6765\u3002\u6211\u4eec\u5df2\u7ecf\u5728\u591a\u4e2a\u884c\u4e1a\u5f00\u53d1\u548c\u5b9e\u65bd\u81ea\u4e3b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002\u5728\u96f6\u552e\u4e1a\uff0c\u6211\u4eec\u90e8\u7f72\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u80fd\u591f\u5728\u51e0\u5206\u949f\u5185\u800c\u4e0d\u662f\u51e0\u4e2a\u6708\u5185\u81ea\u4e3b\u5730\u5bf9\u5546\u5e97\u6269\u5f20\u673a\u4f1a\u8fdb\u884c\u521d\u6b65\u7684\u5e02\u573a\u548c\u8d22\u52a1\u5206\u6790\u3002\u5176\u4ed6\u4ee3\u7406\u7cfb\u7edf\u8fd8\u80fd\u9a8c\u8bc1\u4f9b\u5e94\u5546\u7684\u6295\u6807\u6587\u4ef6\uff0c\u68c0\u6d4b\u8d22\u52a1\u7ed3\u7b97\u6d41\u7a0b\u4e2d\u7684\u5dee\u5f02\uff0c\u5e76\u5728\u6781\u5c11\u4eba\u5de5\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u534f\u8c03\u5ba2\u6237\u62a5\u9500\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f7f\u751f\u4ea7\u7387\u63d0\u9ad8\u4e86 50%\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u65c5\u884c\u548c\u65c5\u6e38\u4e1a\uff0c\u6211\u4eec\u5b9e\u65bd\u4e86\u81ea\u4e3b\u793c\u5bbe\u670d\u52a1\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u804a\u5929\u673a\u5668\u4eba\u754c\u9762\uff0c\u53ef\u52a8\u6001\u6784\u5efa\u884c\u7a0b\u3001\u91cd\u65b0\u9884\u8ba2\u4e2d\u65ad\u7684\u65c5\u7a0b\uff0c\u5e76\u5b9e\u65f6\u534f\u8c03\u591a\u4e2a\u4f9b\u5e94\u5546\u7684\u9884\u8ba2\u3002\u5728\u80fd\u6e90\u9886\u57df\uff0c\u6211\u4eec\u652f\u6301\u5728\u8fd0\u8425\u3001\u4f9b\u5e94\u94fe\u3001\u5ba2\u6237\u670d\u52a1\u548c\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406\u65b9\u9762\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\uff0c\u5927\u5927\u52a0\u5feb\u4e86\u8fd0\u8425\u51b3\u7b56\u901f\u5ea6\uff0c\u964d\u4f4e\u4e86\u4f4e\u6548\u7387\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u79cd\u8f6c\u53d8\u5728\u653f\u5e9c\u548c\u533b\u7597\u4fdd\u5065\u73af\u5883\u4e2d\u540c\u6837\u660e\u663e\uff0c\u6211\u4eec\u5728\u8fd9\u4e9b\u73af\u5883\u4e2d\u5f00\u53d1\u4e86\u652f\u6301\u7406\u8d54\u5904\u7406\u3001\u98ce\u9669\u8bc4\u5206\u3001data governance \u548c\u8f6f\u4ef6\u5f00\u53d1\u751f\u547d\u5468\u671f\u7684\u81ea\u4e3b\u7cfb\u7edf\uff0c\u901a\u8fc7\u4ee3\u7406\u7f16\u7801\u5de5\u4f5c\u6d41\u7a0b\u6765\u52a0\u5feb\u5de5\u7a0b\u751f\u4ea7\u7387\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7136\u800c\uff0c\u4e0d\u540c\u4e1a\u52a1\u804c\u80fd\u5411\u5b8c\u5168\u81ea\u4e3b\u8fc7\u6e21\u7684\u901f\u5ea6\u548c\u6210\u719f\u5ea6\u4f1a\u6709\u5f88\u5927\u5dee\u5f02\uff0c\u8fd9\u53d6\u51b3\u4e8e\u5b83\u4eec\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u9002\u5408\u81ea\u4e3b\u6267\u884c\u3002\u5927\u5bb9\u91cf\u3001\u91cd\u590d\u6027\u7684\u4e1a\u52a1\u5de5\u4f5c\u6d41\u7a0b\u5df2\u7ecf\u5728\u5feb\u901f\u5411\u4eba\u5de5\u667a\u80fd\u4e3b\u5bfc\u7684\u534f\u8c03\u65b9\u5411\u53d1\u5c55\u3002\u800c\u6218\u7565\u51b3\u7b56\u3001\u9053\u5fb7\u6743\u8861\u3001\u5371\u673a\u7ba1\u7406\u548c\u58f0\u8a89\u654f\u611f\u578b\u4e92\u52a8\u5219\u4ecd\u7136\u575a\u5b9a\u5730\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u5224\u65ad\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u5c31\u7ed9\u9886\u5bfc\u529b\u5e26\u6765\u4e86\u4eba\u5de5\u667a\u80fd\u8f6c\u53d8\u7684\u4e00\u4e2a\u51b3\u5b9a\u6027\u6311\u6218\uff1a\u6cbb\u7406\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5982\u4eca\uff0c\u5927\u591a\u6570\u6cbb\u7406\u6a21\u5f0f\u90fd\u662f\u4e3a\u63d0\u4f9b\u5efa\u8bae\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u800c\u8bbe\u8ba1\u7684\u3002\u81ea\u4e3b\u4f01\u4e1a\u9700\u8981\u5bf9\u884c\u52a8\u7cfb\u7edf\u8fdb\u884c\u6cbb\u7406\u3002\u4f01\u4e1a\u5c06\u9700\u8981\u660e\u786e\u7684\u6846\u67b6\u6765\u5b9a\u4e49\u51b3\u7b56\u8fb9\u754c\u3001\u5347\u7ea7\u673a\u5236\u3001\u53ef\u5ba1\u8ba1\u6027\u6807\u51c6\u548c\u95ee\u8d23\u7ed3\u6784\u3002\u4eba\u5de5\u76d1\u7763\u4e0d\u80fd\u6d88\u5931\uff0c\u5b83\u5fc5\u987b\u4ece\u76f4\u63a5\u6267\u884c\u5411\u76d1\u7763\u63a7\u5236\u53d1\u5c55\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5f52\u6839\u7ed3\u5e95\uff0c\u672a\u6765\u4f01\u4e1a\u7684\u5b9a\u4e49\u5e76\u4e0d\u5728\u4e8e\u5b83\u90e8\u7f72\u4e86\u591a\u5c11\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u5728\u4e8e\u5b83\u5982\u4f55\u6709\u6548\u5730\u5e73\u8861\u81ea\u4e3b\u4e0e\u4fe1\u4efb\u3001\u901f\u5ea6\u4e0e\u8d23\u4efb\u3001\u673a\u5668\u667a\u80fd\u4e0e\u4eba\u7c7b\u5224\u65ad\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-min-height:undefined;--awb-min-height-medium:undefined;--awb-min-height-small:undefined;--awb-flex-grow:undefined;--awb-flex-grow-medium:undefined;--awb-flex-grow-small:undefined;--awb-flex-shrink:undefined;--awb-flex-shrink-medium:undefined;--awb-flex-shrink-small:undefined;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_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"360\" height=\"360\" title=\"Rahul Arya - MP MENA\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Rahul-Arya-MP-MENA.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Rahul-Arya-MP-MENA.png\" alt class=\"lazyload img-responsive wp-image-1227554\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27360%27%20height%3D%27360%27%20viewBox%3D%270%200%20360%20360%27%3E%3Crect%20width%3D%27360%27%20height%3D%27360%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Rahul-Arya-MP-MENA-200x200.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Rahul-Arya-MP-MENA.png 360w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 360px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_3_4 3_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p><a href=\"https:\/\/www.linkedin.com\/in\/rahul-arya-7753626\/\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u62c9\u80e1\u5c14-\u963f\u91cc\u4e9a<\/a>\u00a0\u73b0\u4efb Artefact SAPMENA \u548c\u5370\u5ea6\u9996\u5e2d\u6267\u884c\u5b98\u517c Managing Partner \u517c Artefact \u5168\u7403\u6267\u884c\u59d4\u5458\u4f1a\uff08COMEX\uff09\u6210\u5458\u3002\u4ed6\u62e5\u6709 20 \u591a\u5e74\u7684\u56fd\u9645\u7ecf\u9a8c\uff0c\u9886\u5bfc\u4e86 Artefact 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