{"id":442044,"date":"2025-03-24T12:34:50","date_gmt":"2025-03-24T12:34:50","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=442044"},"modified":"2025-06-25T16:10:21","modified_gmt":"2025-06-25T15:10:21","slug":"scaling-genai-in-financial-services-the-value-governance-and-agentic-paradigm","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/scaling-genai-in-financial-services-the-value-governance-and-agentic-paradigm\/","title":{"rendered":"\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u63a8\u5e7f GenAI\uff1a\u4ef7\u503c\u3001\u6cbb\u7406\u548c Agentic \u8303\u5f0f"},"content":{"rendered":"

\u91d1\u878d\u670d\u52a1\u4e1a\u6b63\u5904\u4e8e\u4e00\u4e2a\u5173\u952e\u65f6\u523b\uff0c\u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4fc3\u8fdb\u56e0\u7d20\uff0c\u800c\u662f\u7ade\u4e89\u4f18\u52bf\u7684\u5173\u952e\u9a71\u52a8\u529b\u3002\u4ece\u65e5\u5e38\u6d41\u7a0b\u81ea\u52a8\u5316\u5230\u51b3\u7b56\u8f6c\u578b\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u4ee5\u524d\u6240\u672a\u6709\u7684\u89c4\u6a21\u91cd\u5851\u91d1\u878d\u673a\u6784\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u5728<\/span> CDAO 2025\u3001,<\/b> Artefact \u63d0\u51fa\u4e86\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u63a8\u5e7f\u4eba\u5de5\u667a\u80fd\u7684\u613f\u666f\uff0c\u91cd\u70b9\u5173\u6ce8\u4e09\u4e2a\u5173\u952e\u65b9\u9762\uff1a<\/span><\/p>\n

    \n
  • \u4eba\u5de5\u667a\u80fd\u5728\u91d1\u878d\u670d\u52a1\u4e2d\u7684\u4ef7\u503c\u548c\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u7684\u65b0\u9886\u57df<\/span><\/li>\n
  • \u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u662f\u964d\u4f4e\u98ce\u9669\u548c\u786e\u4fdd\u4fe1\u4efb\u7684\u57fa\u672c\u652f\u67f1<\/span><\/li>\n
  • \u4ee3\u7406\u8303\u5f0f\uff1a\u4eba\u5de5\u667a\u80fd\u8d85\u8d8a\u81ea\u52a8\u5316\uff0c\u5b9e\u73b0\u81ea\u4e3b\u534f\u8c03<\/span><\/li>\n<\/ul>\n

    \u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u662f\u672a\u6765\u7684\u521b\u65b0\uff0c\u800c\u662f\u91d1\u878d\u8f6c\u578b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u62e5\u62b1\u7ed3\u6784\u5316\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u3001\u53d7\u63a7\u98ce\u9669\u6846\u67b6\u548c\u667a\u80fd\u81ea\u52a8\u5316\u7684\u673a\u6784\u5c06\u5f15\u9886\u4e0b\u4e00\u4e2a\u91d1\u878d\u670d\u52a1\u65f6\u4ee3\u3002.<\/span><\/p>\n<\/div>

    <\/span><\/div>

    \u4ece\u81ea\u52a8\u5316\u5230\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\uff1a\u4e0b\u4e00\u4e2a\u524d\u6cbf\u9886\u57df<\/b><\/h2><\/div>

    \u4eba\u5de5\u667a\u80fd\u81ea\u52a8\u5316\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u5e76\u4e0d\u964c\u751f\u3002\u957f\u671f\u4ee5\u6765\uff0c\u673a\u6784\u4e00\u76f4\u4f9d\u8d56\u673a\u5668\u4eba\u6d41\u7a0b\u81ea\u52a8\u5316\uff08RPA\uff09\u6765\u7b80\u5316\u540e\u53f0\u529f\u80fd\u3001\u52a0\u5f3a\u5408\u89c4\u6027\u5e76\u63d0\u9ad8\u6548\u7387\u3002.\u00a0<\/span><\/p>\n

    \u7136\u800c\uff0c\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u73b0\u5728\u6b63\u8fdb\u5165\u4e00\u4e2a\u65b0\u9636\u6bb5\uff0c\u5373\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5c06\u8d85\u8d8a\u57fa\u4e8e\u89c4\u5219\u7684\u81ea\u52a8\u5316\uff0c\u53d1\u5c55\u6210\u4e3a\u667a\u80fd\u3001\u9002\u5e94\u6027\u5f3a\u7684\u81ea\u4e3b\u4ee3\u7406\u3002.<\/span><\/p>\n<\/div>

    \u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff1f\u5b83\u4eec\u4e3a\u4ec0\u4e48\u91cd\u8981\uff1f<\/b><\/h2><\/div>

    \u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u662f\u4e0b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u80fd\u591f\u8fdb\u884c\u63a8\u7406\u3001\u51b3\u7b56\u548c\u6267\u884c\u4efb\u52a1<\/b> \u8de8\u591a\u79cd\u529f\u80fd\u3002\u4e0e\u4f20\u7edf\u7684\u81ea\u52a8\u5316\u5de5\u5177\u4e0d\u540c\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7ed3\u5408\u4e86\u9884\u6d4b\u5206\u6790\u3001\u8ba4\u77e5\u63a8\u7406\u548c\u81ea\u4e3b\u6267\u884c\uff0c\u4ee5\u4f18\u5316\u4e1a\u52a1\u6d41\u7a0b\u3002.<\/span><\/p>\n

    \u793a\u4f8b<\/span><\/i>:\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6838\u4fdd\u4ee3\u7406\u53ef\u4ee5\u5206\u6790\u5386\u53f2\u98ce\u9669data\u3001\u5ba2\u6237\u8d44\u6599\u548c\u5e02\u573a\u8d8b\u52bf\uff0c\u5b9e\u65f6\u751f\u6210\u4e2a\u6027\u5316\u7684\u8d37\u6b3e\u51b3\u7b56\uff0c\u4ece\u800c\u63d0\u9ad8\u6548\u7387\u548c\u5ba2\u6237\u4f53\u9a8c\u3002.<\/span><\/p>\n

    \u4e3a\u4ec0\u4e48\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5bf9\u91d1\u878d\u673a\u6784\u81f3\u5173\u91cd\u8981\uff1f<\/span><\/p>\n

    \u91d1\u878d\u670d\u52a1\u673a\u6784\u6b63\u5728\u5e94\u5bf9\u65e5\u76ca\u590d\u6742\u7684\u95ee\u9898\uff1a<\/span><\/p>\n

      \n
    • Data \u6df7\u6c8c\uff1a\u5927\u89c4\u6a21\u7ba1\u7406\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316 data<\/span><\/li>\n
    • \u9700\u8981\u901f\u5ea6\uff1a\u5b9e\u65f6\u91d1\u878d\u73af\u5883\u4e2d\u7684\u5feb\u901f\u51b3\u7b56<\/span><\/li>\n
    • \u7ade\u4e89\u538b\u529b\uff1a\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u91d1\u878d\u79d1\u6280\u6311\u6218\u8005\u7684\u5d1b\u8d77<\/span><\/li>\n<\/ul>\n<\/div>

      \u91d1\u878d\u670d\u52a1\u9886\u57df\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u4e09\u4e2a\u5c42\u6b21<\/b><\/h2><\/div>

      \u6211\u4eec\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4e3b\u8981\u5206\u4e3a\u4e09\u7c7b\uff0c\u6bcf\u4e00\u7c7b\u90fd\u5177\u6709\u4e0d\u540c\u7a0b\u5ea6\u7684\u81ea\u4e3b\u6027\uff1a<\/span><\/p>\n

        \n
      1. \u4efb\u52a1\u4ee3\u7406\uff08\u52a9\u7406\uff09<\/b>:\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u52a9\u624b\uff0c\u53ef\u5c06\u5355\u9879\u4efb\u52a1\u5206\u89e3\u6210\u903b\u8f91\u6b65\u9aa4\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u3002. <\/span>\u4e3e\u4f8b\u8bf4\u660e\uff1a\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5ba2\u6237\u652f\u6301\u804a\u5929\u673a\u5668\u4eba\u3002.<\/span><\/i><\/li>\n
      2. \u5de5\u4f5c\u6d41\u7a0b\u4ee3\u7406\uff1a <\/b>\u8fd9\u4e9b\u8bbe\u5907\u5728\u6267\u884c\u9884\u5b9a\u987a\u5e8f\u65f6\u5177\u6709\u73af\u4fdd\u610f\u8bc6\uff0c\u63d0\u9ad8\u4e86\u6548\u7387\u548c\u5408\u89c4\u6027\u3002. <\/span>\u4e3e\u4f8b\u8bf4\u660e\uff1a\u81ea\u52a8\u8d37\u6b3e\u5904\u7406\u4ee3\u7406\u3002.<\/span><\/i><\/li>\n
      3. \u81ea\u4e3b\u4ee3\u7406\uff1a<\/b> \u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u8fd0\u884c\u53ea\u9700\u6781\u5c11\u7684\u4eba\u5de5\u5e72\u9884\uff0c\u5e76\u6839\u636e\u5b9e\u65f6 data \u505a\u51fa\u51b3\u7b56\u3002. <\/span>\u4e3e\u4f8b\u8bf4\u660e\uff1a\u4eba\u5de5\u667a\u80fd\u7ba1\u7406\u7684\u6295\u8d44\u7ec4\u5408\u3002.<\/span><\/i><\/li>\n<\/ol>\n<\/div>
        <\/span><\/div>

        \u7ba1\u7406\u4e0e\u4eba\u5de5\u667a\u80fd\u98ce\u9669\u7684\u5fc5\u8981\u6027<\/h2><\/div>

        \u91d1\u878d\u670d\u52a1\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u4e86\u5de8\u5927\u673a\u9047\uff0c\u4f46\u4e5f\u5b58\u5728\u91cd\u5927\u98ce\u9669\u3002\u672a\u80fd\u5b9e\u65bd\u7a33\u5065\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u7684\u673a\u6784\u5c06\u9762\u4e34\u76d1\u7ba1\u5904\u7f5a\u3001\u58f0\u8a89\u53d7\u635f\u548c\u8fd0\u8425\u5931\u8d25\u3002.<\/span><\/p>\n

        2023 \u5e74\uff0c\u7531\u4e8e\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u4e0d\u529b\uff0c\u91d1\u878d\u673a\u6784\u5c06\u9762\u4e34\u8d85\u8fc7 $2 \u4ebf\u7f8e\u5143\u7684\u76d1\u7ba1\u7f5a\u6b3e\u300277%\u7684\u91d1\u878d\u670d\u52a1\u516c\u53f8\u62a5\u544a\u79f0\uff0c\u7f3a\u4e4f\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u6846\u67b6\u662f\u4e00\u9879\u91cd\u5927\u6311\u6218\u3002.<\/span><\/i><\/p>\n

        \u91d1\u878d\u9886\u57df\u7684\u4e3b\u8981\u4eba\u5de5\u667a\u80fd\u98ce\u9669\uff1a<\/span><\/p>\n

          \n
        • \u504f\u89c1\u4e0e\u516c\u5e73\uff1a\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u4e0d\u4f1a\u5f3a\u5316\u8d37\u6b3e\u3001\u98ce\u9669\u8bc4\u4f30\u548c\u5ba2\u6237\u4e92\u52a8\u4e2d\u7684\u73b0\u6709\u504f\u89c1\u3002.<\/span><\/li>\n
        • \u53ef\u89e3\u91ca\u6027\u548c\u900f\u660e\u5ea6\uff1a\u76d1\u7ba1\u673a\u6784\u8981\u6c42\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u51b3\u7b56\u5177\u6709\u53ef\u89e3\u91ca\u6027\u3002.<\/span><\/li>\n
        • \u5b89\u5168\u4e0e data \u9690\u79c1\uff1a\u4fdd\u62a4\u654f\u611f\u7684\u91d1\u878d data \u4e0d\u53d7\u4eba\u5de5\u667a\u80fd\u6f0f\u6d1e\u7684\u4fb5\u5bb3\u3002.<\/span><\/li>\n
        • \u4eba\u5de5\u667a\u80fd\u5e7b\u89c9\u98ce\u9669\uff1a\u907f\u514d\u4ea7\u751f\u8bef\u5bfc\u6216\u9519\u8bef\u7684\u91d1\u878d\u4fe1\u606f\u3002.<\/span><\/li>\n<\/ul>\n

          \u4eba\u5de5\u667a\u80fd\u7684\u5e73\u8861\uff1a\u5e73\u8861\u521b\u65b0\u4e0e\u6cbb\u7406<\/b><\/h3>\n

          \u5728 Artefact\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u79cd\u7ed3\u6784\u5316\u7684\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u65b9\u6cd5\uff0c\u5177\u4f53\u65b9\u6cd5\u5982\u4e0b <\/span>\u4eba\u5de5\u667a\u80fd\u5e73\u8861\u4e09\u8981\u7d20\uff1a<\/span><\/i><\/p>\n

            \n
          • \u4ef7\u503c\uff1a\u4f7f\u4eba\u5de5\u667a\u80fd\u6218\u7565\u4e0e\u4e1a\u52a1\u76ee\u6807\u76f8\u4e00\u81f4\uff0c\u4ece\u800c\u4ea7\u751f\u5f71\u54cd<\/span><\/li>\n
          • \u62a4\u680f\uff1a\u5b9e\u65bd\u9053\u5fb7\u548c\u6cd5\u89c4\u4fdd\u969c\u63aa\u65bd<\/span><\/li>\n
          • \u8fd0\u4f5c\u6a21\u5f0f\uff1a\u660e\u786e\u4eba\u5de5\u667a\u80fd\u76d1\u7763\u7684\u89d2\u8272\u548c\u8d23\u4efb<\/span><\/li>\n<\/ul>\n<\/div>
            <\/span><\/div>

            \u6269\u5c55\u4eba\u5de5\u667a\u80fd\uff1a\u91d1\u878d\u673a\u6784\u7684\u8def\u7ebf\u56fe<\/h2><\/div>

            \u8981\u5927\u89c4\u6a21\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u5316\uff0c\u91d1\u878d\u673a\u6784\u5fc5\u987b\u5728\u4ef7\u503c\u3001\u98ce\u9669\u548c\u53ef\u884c\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u524d\u8fdb\u7684\u9053\u8def\u5305\u62ec<\/span><\/p>\n

              \n
            1. \u4f18\u5148\u8003\u8651\u4eba\u5de5\u667a\u80fd\u7528\u4f8b\uff0c\u6700\u5927\u9650\u5ea6\u5730\u5b9e\u73b0\u4ee5\u4e0b\u4e24\u70b9<\/span> \u4e1a\u52a1\u5f71\u54cd\u548c\u53ef\u6269\u5c55\u6027<\/b><\/li>\n
            2. \u5efa\u7acb\u4e00\u4e2a<\/span> \u8fd0\u8425\u6a21\u5f0f <\/b>\u5e76\u786e\u5b9a\u89d2\u8272\u548c\u804c\u8d23\uff0c\u4ee5\u63a8\u52a8\u6210\u529f\u3002.\u00a0<\/span><\/li>\n
            3. \u5b9e\u65bd\u6301\u7eed\u7684\u98ce\u9669\u63a7\u5236\uff0c\u4ee5<\/span> \u4fdd\u62a4\u4eba\u5de5\u667a\u80fd\u90e8\u7f72<\/b><\/li>\n<\/ol>\n

              \u5b9e\u4f8b\uff1a\u4e00\u5bb6\u5168\u7403\u6027\u94f6\u884c\u673a\u6784\u5229\u7528\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5b9e\u73b0\u4e86\u5ba2\u6237\u5165\u804c\u81ea\u52a8\u5316\uff0c\u5c06\u5904\u7406\u65f6\u95f4\u7f29\u77ed\u4e86 40%\uff0c\u540c\u65f6\u786e\u4fdd\u7b26\u5408\u4e25\u683c\u7684\u76d1\u7ba1\u6846\u67b6\u3002.<\/span><\/i><\/p>\n<\/div>

              \u672a\u6765\u4e4b\u8def\uff1a\u4e3a\u91d1\u878d\u670d\u52a1\u8d1f\u8d23\u7684\u4eba\u5de5\u667a\u80fd<\/h2><\/div>

              \u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u4ec5\u4ec5\u662f\u4e00\u79cd\u63a8\u52a8\u529b\uff0c\u800c\u662f\u4e00\u79cd\u5fc5\u9700\u54c1\u3002\u7136\u800c\uff0c\u91d1\u878d\u673a\u6784\u5fc5\u987b\u91c7\u7528\u7ed3\u6784\u5316\u7684\u65b9\u6cd5\uff0c\u6700\u5927\u9650\u5ea6\u5730\u53d1\u6325\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u529b\uff0c\u540c\u65f6\u6709\u6548\u5730\u7ba1\u7406\u98ce\u9669\u3002.<\/span><\/p>\n

              > \u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5c06\u91cd\u65b0\u5b9a\u4e49\u91d1\u878d\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f7f\u5176\u66f4\u5177\u9002\u5e94\u6027\u3001\u81ea\u4e3b\u6027\u548c\u667a\u80fd\u6027\u3002.<\/span>
              \n<\/span>> \u6cbb\u7406\u5c06\u662f\u4e0e\u4f17\u4e0d\u540c\u4e4b\u5904\uff0c\u5b83\u80fd\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u4fdd\u6301\u9053\u5fb7\u3001\u900f\u660e\u548c\u5408\u89c4\u3002.<\/span>
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              <\/span><\/div>

              \u5728 Artefact\uff0c\u6211\u4eec\u5e2e\u52a9\u91d1\u878d\u673a\u6784\u52a0\u901f\u91c7\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u540c\u65f6\u517c\u987e\u4ef7\u503c\u3001\u53ef\u6269\u5c55\u6027\u548c\u7ba1\u7406\u3002.\u00a0<\/b><\/p>\n

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              \"Image\"

              \u963f\u57fa\u83b1\u4ec0-\u5361\u83b1<\/h3><\/div>

              \u5408\u4f5c\u4f19\u4f34 FS - Data \u548c Artefact \u7684 AI \u57fa\u91d1\u4f1a<\/p>\n<\/div><\/div><\/div>

              \"Image\"

              Hortense Viard<\/h3><\/div>

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              \u91d1\u878d\u670d\u52a1\u4e1a\u6b63\u5904\u4e8e\u4e00\u4e2a\u5173\u952e\u65f6\u523b\uff0c\u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4fc3\u8fdb\u56e0\u7d20\uff0c\u800c\u662f\u7ade\u4e89\u4f18\u52bf\u7684\u5173\u952e\u9a71\u52a8\u529b\u3002\u4ece\u65e5\u5e38\u6d41\u7a0b\u81ea\u52a8\u5316\u5230\u51b3\u7b56\u8f6c\u578b\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u4ee5\u524d\u6240\u672a\u6709\u7684\u89c4\u6a21\u91cd\u5851\u91d1\u878d\u673a\u6784\u3002.<\/p>","protected":false},"featured_media":442187,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035,21930],"blog-language":[2991],"class_list":["post-442044","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-category-finance","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/442044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/442187"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=442044"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=442044"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=442044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}