{"id":1046258,"date":"2025-11-17T20:12:42","date_gmt":"2025-11-17T20:12:42","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=1046258"},"modified":"2025-11-17T20:17:13","modified_gmt":"2025-11-17T20:17:13","slug":"shaping-ai-strategy-in-energy-industry","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/shaping-ai-strategy-in-energy-industry\/","title":{"rendered":"\u5236\u5b9a\u80fd\u6e90\u4e0e\u5de5\u4e1a\u9886\u57df\u7684 AI \u6218\u7565"},"content":{"rendered":"

\u4ece GenAI \u5230 Agentic AI\uff1a\u6784\u5efa\u5de5\u4e1a\u8f6c\u578b\u8def\u7ebf\u56fe<\/h2>\n

\u5728\u8fc7\u53bb\u7684 18 \u4e2a\u6708\u91cc\uff0c\u2018\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd \u2019\u4e3b\u5bfc\u4e86\u6240\u6709 C \u7ea7\u6218\u7565\u4f1a\u8bae\u3002\u4f46\u5982\u679c\u8fd9\u5df2\u7ecf\u662f\u8001\u751f\u5e38\u8c08\u4e86\u5462\uff1f<\/p>\n

\u5728\u80fd\u6e90\u548c\u5de5\u4e1a\u9886\u57df\uff0c\u8ba8\u8bba\u6b63\u8fc5\u901f\u4ece GenAI \u8f6c\u5411 Agentic AI\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u79cd\u6e10\u8fdb\u5f0f\u66f4\u65b0\uff0c\u800c\u662f\u4e00\u79cd\u65b0\u7684\u8303\u5f0f\uff0c\u4e00\u79cd\u4ece\u7b80\u5355\u5730\u589e\u5f3a\u4efb\u52a1\u5230\u5b8c\u5168\u91cd\u5851\u6838\u5fc3\u5de5\u4e1a\u6d41\u7a0b\u7684\u8303\u5f0f\u3002.<\/p>\n

\u5bf9\u4e8e\u9886\u5bfc\u8005\u6765\u8bf4\uff0c\u73b0\u5728\u7684\u95ee\u9898\u662f \u5982\u4f55\u4e3a\u8fd9\u4e00\u65b0\u7684\u8f6c\u578b\u5236\u5b9a\u8def\u7ebf\u56fe\u3002.<\/strong><\/p>\n

\u8fd9\u662f\u6211\u4eec\u6700\u8fd1\u5728\u4f11\u65af\u987f\u4e3e\u884c\u7684 \u201c\u5851\u9020\u80fd\u6e90\u4e0e\u5de5\u4e1a\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u6218\u7565 \u201dC \u7ea7\u72ec\u5bb6\u805a\u4f1a\u7684\u6838\u5fc3\u4e3b\u9898\u3002\u4e0e\u4f1a\u8005\u7684\u5171\u8bc6\u975e\u5e38\u660e\u786e\uff1a 92%\u7684\u80fd\u6e90\u4f01\u4e1a\u9ad8\u7ba1\u8ba4\u4e3a\uff0c\u62e5\u62b1\u4eba\u5de5\u667a\u80fd\u7684\u4f01\u4e1a\u5c06\u5f62\u6210\u7ade\u4e89\u4f18\u52bf<\/strong> , \u5728\u672a\u6765\u51e0\u5e74\u5185\uff0c\u4f30\u8ba1\u53ef\u521b\u9020 $390B-$550B \u7684\u4ef7\u503c\u3002.<\/p>\n

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\n\u4f46\u8fd9\u4ec5\u4ec5\u662f\u4e2a\u5f00\u59cb\u3002.<\/p>\n

\u4e3a\u4ec0\u4e48\u80fd\u6e90\u884c\u4e1a\u5df2\u51c6\u5907\u597d\u8fce\u63a5\u4eba\u5de5\u667a\u80fd\u9769\u547d\uff1f<\/h2>\n

\u6839\u636e\u6211\u4eec\u7684\u5de5\u4f5c\uff0c\u6211\u4eec\u786e\u5b9a\u4e86\u4e94\u4e2a\u5173\u952e \u201d\u52a9\u63a8\u56e0\u7d20\u201d\uff0c\u4f7f\u8be5\u884c\u4e1a\u6210\u4e3a\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u7406\u60f3\u4e4b\u5730\uff1a
\n\"\"<\/p>\n

\u65b0\u4eba\u5de5\u667a\u80fd\u8bcd\u5178\uff1a\u4ece GenAI \u5230 AgenticAI<\/h2>\n

\u8981\u628a\u63e1\u8fd9\u79cd\u53d8\u5316\u53ca\u5176\u4ef7\u503c\uff0c\u4e86\u89e3\u6280\u672f\u7684\u6f14\u53d8\u81f3\u5173\u91cd\u8981\u3002.
\n
\n- \u4f20\u7edf\u4eba\u5de5\u667a\u80fd<\/strong> \u4f7f\u7528 data \u8fdb\u884c\u89e3\u91ca\u3001\u5206\u6790\u548c\u9884\u6d4b\uff08\u5982\u9884\u6d4b\u8bbe\u5907\u6545\u969c\uff09\u3002.
\n- GenAI<\/strong> \u5229\u7528\u73b0\u6709\u7684 data \u751f\u6210\u5168\u65b0\u7684\u5185\u5bb9\uff08\u4e3a\u65b0\u7a0b\u5e8f\u751f\u6210\u5b89\u5168\u98ce\u9669\u8bc4\u4f30\uff09\u3002.
\n- \u73b0\u5728\uff0c\u4e00\u4e2a\u65b0\u7684\u6982\u5ff5\u51fa\u73b0\u4e86\uff1a \u4eba\u5de5\u667a\u80fd\u4ee3\u7406<\/strong>. .\u90a3\u4e48\uff0c\u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff1f\u5b83\u662f\u4e00\u4e2a\u53ef\u4ee5\u611f\u77e5\u73af\u5883\u3001\u63a8\u7406\u51b3\u7b56\u5e76\u91c7\u53d6\u884c\u52a8\u5b8c\u6210\u4efb\u52a1\u7684\u7cfb\u7edf\u3002.<\/p>\n

\u4eba\u5de5\u667a\u80fd\u5173\u4e4e\u4f7f\u7528\u65b9\u5f0f\u3002AgenticAI \u5219\u662f\u5173\u4e8e\u6d41\u7a0b\u91cd\u5851\u3002.<\/strong><\/p>\n

GenAI \u53ef\u4ee5\u5e2e\u52a9\u5de5\u7a0b\u5e08\u6267\u884c\u4efb\u52a1\uff08\u5982\u5206\u6790\u62a5\u544a\uff09\uff0c\u800c \u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u53ef\u4ee5\u534f\u8c03\u6574\u4e2a\u5de5\u4f5c\u6d41\u7a0b\u3002. <\/strong>\u5b83\u53ef\u4ee5\u68c0\u6d4b\u5230\u7ba1\u9053\u5f02\u5e38\uff0c\u901a\u77e5\u6b63\u786e\u7684\u56e2\u961f\u5e76\u751f\u6210\u5de5\u5355\uff0c\u540c\u65f6\u8fd8\u80fd\u4e0e\u591a\u4e2a\u4f20\u7edf\u7cfb\u7edf\u8fdb\u884c\u4ea4\u4e92\u3002.<\/p>\n

\u4ece\u7406\u8bba\u5230\u5bf9\u5de5\u4e1a\u7684\u5f71\u54cd<\/h2>\n

\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u76f8\u4fe1\u6211\u4eec\u5373\u5c06\u8fce\u6765\u4e00\u4e2a\u5168\u65b0\u7684 data \u8303\u5f0f\u3002\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u5e76\u4e0d\u662f\u7b80\u5355\u5730\u5c06\u4fe1\u606f\u5b58\u50a8\u5728\u5b64\u5c9b\u4e2d\uff0c\u800c\u662f\u5c06\u5176\u7efc\u5408\u8d77\u6765\u3002\u5b83\u4eec\u5c06\u6211\u4eec\u4fe1\u606f\u7684\u8bed\u6c14\u4e0e\u6211\u4eec\u8fc7\u53bb\u7684\u51b3\u5b9a\u8054\u7cfb\u8d77\u6765\uff0c\u5c06\u6211\u4eec\u7684\u521b\u610f\u8349\u7a3f\u4e0e\u6211\u4eec\u7684\u6d4f\u89c8\u6a21\u5f0f\u8054\u7cfb\u8d77\u6765\uff0c\u5c06\u6211\u4eec\u7684\u58f0\u97f3\u4e0e\u6211\u4eec\u7684\u5fc3\u7387\u8054\u7cfb\u8d77\u6765\u3002\u5e7f\u544a\u73af\u5883\u4e0e\u4eba\u7c7b\u73af\u5883\u4e4b\u95f4\u7684\u754c\u9650\u5f00\u59cb\u6d88\u5931\u3002.<\/p>\n

\u4ece\u5b9a\u4f4d\u5230\u7406\u89e3<\/h2>\n

\u6211\u4eec\u5df2\u7ecf\u5728\u4e3a\u9886\u5148\u7684\u80fd\u6e90\u548c\u5de5\u4e1a\u516c\u53f8\u5b9e\u65bd\u8fd9\u4e9b\u521b\u65b0\u7684 GenAI \u548c Agentic \u89e3\u51b3\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u771f\u5b9e\u6848\u4f8b\uff1a<\/p>\n

    \n
  1. \u7528\u4e8e\u8fc7\u7a0b\u5b89\u5168\u7684 GenAI\uff1a<\/strong> \u6211\u4eec\u4e3a\u4e00\u5bb6\u65e0\u7f1d\u94a2\u7ba1\u5236\u9020\u5546\u5f00\u53d1\u4e86 GenAI \u5de5\u5177\uff0c\u4ee5\u521b\u5efa\u66f4\u5b8c\u6574\u3001\u66f4\u53ef\u9760\u7684\u98ce\u9669\u8bc4\u4f30\u3002\u5f53\u524d\u7684\u98ce\u9669\u8bc4\u4f30 data \u901a\u5e38\u662f\u5b64\u7acb\u7684\u3001\u4e0d\u5b8c\u6574\u7684\u3002\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u534f\u8c03\u4e86\u98ce\u9669\u8bc4\u4f30\u7f51\u683c\uff0c\u5e76\u5229\u7528\u8de8\u7ad9\u70b9\u5b66\u4e60\u6765\u63d0\u793a\u9057\u6f0f\u7684\u98ce\u9669\u3002\u7ed3\u679c\u53d1\u73b0\u4e86 +15% \u7f3a\u5931\u7684\u4efb\u52a1\u548c +37% \u7f3a\u5931\u7684\u98ce\u9669\uff0c\u5176\u4e2d 92% \u88ab HSE \u56e2\u961f\u786e\u8ba4\u4e3a\u76f8\u5173\u3002.<\/li>\n
  2. \u6d41\u7a0b\u5de5\u7a0b GenAI\uff1a<\/strong> \u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u5de5\u5177\uff0c\u5229\u7528 GenAI \u5bf9\u7ba1\u9053\u548c\u4eea\u8868\u56fe\u8fdb\u884c\u6570\u5b57\u5316\u3001\u89e3\u91ca\u548c\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002\u8be5\u89e3\u51b3\u65b9\u6848\u6210\u529f\u5730\u4ece 30 \u591a\u4e2a P&ID \u4e2d\u63d0\u53d6\u4e86\u7ed3\u6784\u5316\u7684 data\uff0c\u5e76\u51c6\u786e\u5730\u56de\u7b54\u4e86\u590d\u6742\u7684\u6280\u672f\u95ee\u9898\uff0c\u52a0\u5feb\u4e86\u539f\u672c\u7f13\u6162\u4e14\u5bb9\u6613\u51fa\u73b0\u4eba\u4e3a\u9519\u8bef\u7684\u6d41\u7a0b\u3002<\/li>\n
  3. \u884c\u52a8\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\uff1a<\/strong> \u4e3a\u4e86\u89e3\u51b3\u590d\u6742\u7684\u5149\u7ea4\u4e2d\u65ad\u95ee\u9898\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u6b3e Agentic \u5de5\u5177\u6765\u52a0\u5feb\u89e3\u51b3\u901f\u5ea6\u3002\u8fd0\u8425\u5546\u4e00\u76f4\u5728\u52aa\u529b\u5904\u7406\u53ef\u80fd\u8d85\u8fc7 400 \u884c\u6ce8\u91ca\u7684\u6545\u969c\u5355\u3002\u73b0\u5728\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u53ef\u4ee5\u81ea\u52a8\u5206\u6790\u6545\u969c\u5355\uff0c\u603b\u7ed3\u590d\u6742\u7684\u6848\u4f8b\u5e76\u7a81\u51fa\u5173\u952e\u4fe1\u606f\u3002\u8fd9\u4f7f\u5f97\u7968\u5355\u5206\u6790\u65f6\u95f4\u51cf\u5c11\u4e86 75%\uff0c\u6bcf\u5e74\u53ef\u80fd\u8282\u7701\u7ea6 $5M\u3002.<\/li>\n
  4. \u63d0\u9ad8\u52b3\u52a8\u529b\u7d20\u8d28\uff1a<\/strong> \u4ec5\u6709\u6280\u672f\u662f\u4e0d\u591f\u7684\u3002\u6211\u4eec\u901a\u8fc7\u9ed1\u5ba2\u9a6c\u62c9\u677e\u3001\u6709\u9488\u5bf9\u6027\u7684\u5927\u5e08\u73ed\u3001\u53ca\u65f6\u6311\u6218\u548c\u529f\u80fd\u7814\u8ba8\u4f1a\uff0c\u5e2e\u52a9\u4e00\u5bb6\u5168\u7403\u52d8\u63a2\u548c\u5f00\u91c7\u9886\u5bfc\u4f01\u4e1a\u521b\u9020\u4e86 GenAI \u7684\u53d1\u5c55\u52bf\u5934\u3002\u901a\u8fc7\u5173\u6ce8\u73b0\u5b9e\u751f\u6d3b\u4e2d\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u5982\u603b\u7ed3\u5e02\u573a\u8d8b\u52bf\u6216\u4e3a\u4ea4\u6613\u59d4\u5458\u4f1a\u505a\u51c6\u5907\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86 94% \u7684\u53c2\u4e0e\u7387\u548c 91% \u7684\u6ee1\u610f\u5ea6\u3002.<\/li>\n<\/ol>\n

    \u5982\u4f55\u5f00\u59cb\u6216\u52a0\u901f\u4eba\u5de5\u667a\u80fd\u4e4b\u65c5<\/h2>\n

    \u6bcf\u4e2a\u7ec4\u7ec7\u5728\u5176\u4eba\u5de5\u667a\u80fd\u6210\u719f\u5ea6\u4e4b\u8def\u4e0a\u90fd\u5904\u4e8e\u4e0d\u540c\u7684\u4f4d\u7f6e\u3002\u6b63\u786e\u7684\u4e0b\u4e00\u6b65\u53d6\u51b3\u4e8e\u60a8\u4eca\u5929\u6240\u5904\u7684\u4f4d\u7f6e\u3002.<\/p>\n

    \"\"<\/p>\n

    \u4eca\u5929\u5c31\u5f00\u59cb\u7ed8\u5236\u6d41\u7a0b\u56fe\u548c\u8def\u7ebf\u56fe\u7684\u9886\u5bfc\u8005\uff0c\u5c06\u5728\u672a\u6765\u51e0\u5e74\u91cd\u65b0\u5b9a\u4e49\u6548\u7387\u3001\u5b89\u5168\u548c\u4ef7\u503c\u3002.<\/p>\n

    \u4e86\u89e3\u6211\u4eec\u5728\u80fd\u6e90\u548c\u5de5\u4e1a\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6 \u8fd9\u91cc<\/a><\/p>\n

    \u8054\u7cfb\u6211\u4eec\u7684\u4e13\u5bb6\u56e2\u961f\uff1a
    \n-     \u52a0\u8fea-\u970d\u8d1d\u5361<\/a>, Managing Partner\uff0c\u5317\u7f8e\u9996\u5e2d\u6267\u884c\u5b98 Artefact
    \n-     \u6731\u5229\u5b89-\u65af\u5854\u62c9-\u5e03\u8fea\u6c38<\/a>, Data & AI \u5408\u4f5c\u4f19\u4f34\uff0c\u884c\u4e1a\u9886\u5bfc\u8005
    \n-     \u5b89\u6258\u4e07-\u4f69\u514b\u65af,<\/a> Data \u548c\u4eba\u5de5\u667a\u80fd\u54a8\u8be2\u603b\u76d1
    \n-     \u4e9a\u5386\u5c71\u5927-\u62c9\u5947\u5361\u5c14<\/a>, \u9ad8\u7ea7 Data \u548c\u4eba\u5de5\u667a\u80fd\u7ecf\u7406
    \n-     \u6731\u4e3d\u53f6-\u574e\u8d1d\u5c14<\/a>, Data & AI \u987e\u95ee<\/p>","protected":false},"excerpt":{"rendered":"

    \u5728\u8fc7\u53bb\u7684 18 \u4e2a\u6708\u91cc\uff0c\u2018\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd \u2019\u4e3b\u5bfc\u4e86\u6240\u6709 C \u7ea7\u6218\u7565\u4f1a\u8bae\u3002\u4f46\u5982\u679c\u8fd9\u5df2\u7ecf\u662f\u8001\u751f\u5e38\u8c08\u4e86\u5462\uff1f
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