{"id":341719,"date":"2025-07-01T03:59:58","date_gmt":"2025-06-30T19:59:58","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=341719"},"modified":"2025-07-01T03:59:58","modified_gmt":"2025-06-30T19:59:58","slug":"%e7%94%9f%e6%88%90%e5%bc%8fai%e9%a9%85%e5%8b%95%e6%b0%b8%e7%ba%8c%e5%89%b5%e6%96%b0%ef%bc%9a%e4%bc%81%e6%a5%adesg%e8%bd%89%e5%9e%8b%e6%96%b0%e6%80%9d%e7%b6%ad","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=341719","title":{"rendered":"\u751f\u6210\u5f0fAI\u9a45\u52d5\u6c38\u7e8c\u5275\u65b0\uff1a\u4f01\u696dESG\u8f49\u578b\u65b0\u601d\u7dad"},"content":{"rendered":"<div>\n<p>\u8a18\u8005\/\u912d\u6b23\u5b9c\u5831\u5c0e<\/p>\n<p>\u5728\u5168\u7403\u7522\u696d\u93c8\u5feb\u901f\u91cd\u69cb\u8207\u751f\u6210\u5f0f AI 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Yang\u8b1b\u89e3\u751f\u6210\u5f0fAI\u5c0d\u4f01\u696d\u7684\u5f71\u97ff\u3002\u5716\/\u6578\u532f\u667a\u63a7\u63d0\u4f9b<\/figcaption><\/figure>\n<p>\u4e00\u3001\u751f\u6210\u5f0f AI \u5be6\u52d9\u5c0e\u5165\uff0c\u5f9e\u884c\u92b7\u5275\u65b0\u5230\u7d44\u7e54\u91cd\u69cb<strong><\/strong><\/p>\n<p>\u751f\u6210\u5f0f AI \u7684\u767c\u5c55\u5df2\u5f9e\u5be6\u9a57\u6027\u6280\u8853\u8d70\u5411\u4f01\u696d\u7d1a\u61c9\u7528\u3002\u6839\u64da SUHUL\u7684\u7522\u696d\u89c0\u5bdf\uff0c\u751f\u6210\u5f0f AI \u4e0d\u50c5\u91cd\u5851\u4e86\u4f01\u696d\u8207\u9867\u5ba2\u4e92\u52d5\u7684\u65b9\u5f0f\uff0c\u66f4\u9032\u4e00\u6b65\u5f71\u97ff\u5230\u4f01\u696d\u5167\u90e8\u6d41\u7a0b\u3001\u6c7a\u7b56\u67b6\u69cb\u3001\u7d44\u7e54\u89d2\u8272\u5206\u5de5\u8207\u4eba\u624d\u57f9\u80b2\uff0c\u6210\u70ba\u6578\u4f4d\u8f49\u578b\u95dc\u9375\u9a45\u52d5\u5668\u4e4b\u4e00\u3002<\/p>\n<p>\u5728\u884c\u92b7\u5c64\u9762\uff0c\u900f\u904e AI \u6a21\u578b\u81ea\u52d5\u751f\u6210\u5ee3\u544a\u6587\u6848\u3001\u793e\u7fa4\u8cbc\u6587\u3001\u96fb\u5546\u5546\u54c1\u63cf\u8ff0\u8207\u500b\u4eba\u5316 EDM\uff0c\u4f01\u696d\u80fd\u5927\u5e45\u7e2e\u77ed\u5167\u5bb9\u7522\u88fd\u9031\u671f\uff0c\u4e26\u63d0\u5347 A\/B \u6e2c\u8a66\u6548\u7387\u8207\u9ede\u64ca\u8f49\u63db\u7387\u3002AWS\u5718\u968a\u4e5f\u73fe\u5834\u5206\u4eab\u4e9e\u99ac\u905c\u96c6\u5718\u5982\u4f55\u904b\u7528\u751f\u6210\u5f0fAI\u63d0\u4f9b\u7dda\u4e0a\u667a\u6167\u5c0e\u8cfc\u7684\u670d\u52d9\uff0c\u4ee5\u53ca\u904b\u7528\u751f\u6210\u5f0fAI\u512a\u5316\u7522\u54c1\u5716\u7247\u63d0\u5347\u5ee3\u544a\u6295\u905e\u56de\u5831\u7387(ROAS)\u3002<\/p>\n<p>\u800c\u5728\u7d44\u7e54\u9762\u5411\uff0cAI \u6280\u8853\u7684\u5c0e\u5165\u4f7f\u5167\u90e8\u4f5c\u696d\u6d41\u7a0b\u51fa\u73fe\u91cd\u69cb\u9700\u6c42\u3002\u5ba2\u670d\u5718\u968a\u900f\u904e AI \u804a\u5929\u6a5f\u5668\u4eba\u5354\u52a9\u521d\u6b65\u7be9\u9078\u8207\u56de\u61c9\uff0c\u5927\u5e45\u964d\u4f4e\u524d\u7dda\u5de5\u6642\uff1b\u696d\u52d9\u55ae\u4f4d\u4f7f\u7528 AI \u5de5\u5177\u9032\u884c\u5ba2\u6236\u80cc\u666f\u6458\u8981\u8207\u5efa\u8b70\u5831\u50f9\u521d\u7a3f\uff0c\u52a0\u901f\u6210\u4ea4\u6d41\u7a0b\uff1b\u751a\u81f3\u7ba1\u7406\u5c64\u53ef\u900f\u904e\u81ea\u7136\u8a9e\u8a00\u67e5\u8a62\u71df\u904b\u5831\u8868\u3001\u8f3f\u60c5\u6982\u6cc1\u8207\u7b56\u7565\u6a21\u64ec\u5831\u544a\uff0c\u9054\u5230\u300c\u6c7a\u7b56\u5373\u670d\u52d9\uff08Decision-as-a-Service\uff09\u300d\u7684\u65b0\u5883\u754c\u3002<\/p>\n<p>\u7136\u800c\uff0c\u9019\u4e9b\u61c9\u7528\u4e26\u975e\u4e00\u8e74\u53ef\u5e7e\u3002SUHUL \u6307\u51fa\uff0c\u591a\u6578\u4f01\u696d\u5728 AI \u5c0e\u5165\u904e\u7a0b\u4e2d\u5e38\u9762\u81e8\u4e09\u5927\u6311\u6230\uff1a<\/p>\n<p>1.\u8cc7\u6599\u57fa\u790e\u5efa\u8a2d\u4e0d\u8db3\uff0c\u7121\u6cd5\u652f\u6490\u6a21\u578b\u8a13\u7df4\u8207\u7cbe\u6e96\u5316\u61c9\u7528\u3002<\/p>\n<p>2.\u90e8\u9580\u9593\u6578\u64da\u5b64\u5cf6\uff0c\u96e3\u4ee5\u5be6\u73fe\u8de8\u55ae\u4f4d AI \u6d41\u7a0b\u6574\u5408\u3002<\/p>\n<p>3.\u7f3a\u4e4f\u6e05\u6670\u7684 AI \u4f7f\u7528\u6cbb\u7406\u539f\u5247\u8207\u5167\u90e8\u8b8a\u9769\u5171\u8b58\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u751f\u6210\u5f0f AI \u7684\u5c0e\u5165\u4e0d\u61c9\u8996\u70ba\u55ae\u4e00\u5de5\u5177\u63a1\u8cfc\uff0c\u800c\u61c9\u662f\u4e00\u5834\u300c\u6578\u64da\u6cbb\u7406 + \u6d41\u7a0b\u91cd\u8a2d + \u7d44\u7e54\u5171\u8b58\u300d\u7684\u7cfb\u7d71\u6027\u6539\u9769\u3002\u4f01\u696d\u552f\u6709\u5f9e\u6230\u7565\u8996\u89d2\u51fa\u767c\uff0c\u9010\u6b65\u5c0e\u5165 POC\uff08\u6982\u5ff5\u9a57\u8b49\uff09\u3001\u5b9a\u7fa9 AI \u4f7f\u7528\u6e96\u5247\u3001\u5efa\u7acb\u8de8\u90e8\u9580\u5354\u4f5c\u6a5f\u5236\uff0c\u65b9\u80fd\u771f\u6b63\u5be6\u73fe AI \u6280\u8853\u7684\u5546\u696d\u50f9\u503c\u6700\u5927\u5316\u3002<\/p>\n<figure><img decoding=\"async\" style=\"width: 100%\" src=\"https:\/\/www.twjinmedia.com\/wp-content\/uploads\/2025\/07\/1748524518479.jpg\" alt=\"\u6578\u532f\u667a\u63a7\u526f\u7e3dJanet Hsu\uff0c\u5206\u4eab\u5ba2\u6236\u5be6\u969b\u6848\u4f8b\u3002\u5716\/\u6578\u532f\u667a\u63a7\u63d0\u4f9b\"><figcaption>\u6578\u532f\u667a\u63a7\u526f\u7e3dJanet Hsu\uff0c\u5206\u4eab\u5ba2\u6236\u5be6\u969b\u6848\u4f8b\u3002\u5716\/\u6578\u532f\u667a\u63a7\u63d0\u4f9b<\/figcaption><\/figure>\n<p>\u4e8c\u3001AWS \u96f2\u7aef\u6280\u8853 \u00d7 ESG \u6c38\u7e8c\u61c9\u7528<strong><\/strong><\/p>\n<p>\u5728\u5168\u7403 ESG \u6cd5\u898f\u52a0\u901f\u63a8\u9032\u7684\u8da8\u52e2\u4e0b\uff08\u4f8b\u5982\u6b50\u76df CSRD\u3001\u7f8e\u570b SEC \u6c23\u5019\u63ed\u9732\u898f\u7bc4\u3001\u53f0\u7063\u6eab\u5ba4\u6c23\u9ad4\u76e4\u67e5\u5f37\u5236\u5316\uff09\uff0c\u4f01\u696d\u5fc5\u9808\u4ee5\u66f4\u9ad8\u7684\u900f\u660e\u5ea6\u8207\u4e00\u81f4\u6027\u56de\u61c9\u5916\u90e8\u5229\u5bb3\u95dc\u4fc2\u4eba\u5c0d\u6c38\u7e8c\u8cc7\u8a0a\u7684\u8981\u6c42\u3002AWS \u4f5c\u70ba\u5168\u7403\u96f2\u7aef\u57fa\u790e\u8a2d\u65bd\u9818\u5c0e\u8005\uff0c\u6b63\u900f\u904e\u4e00\u7cfb\u5217 ESG \u6280\u8853\u6a21\u7d44\u8207\u5408\u4f5c\u6846\u67b6\uff0c\u5354\u52a9\u4f01\u696d\u5efa\u7acb\u7b26\u5408\u570b\u969b\u6a19\u6e96\u7684\u6c38\u7e8c\u6cbb\u7406\u67b6\u69cb\u3002<\/p>\n<p>AWS \u63d0\u4f9b\u591a\u9805 ESG \u76f8\u95dc\u5de5\u5177\u8207\u5e73\u53f0\u6574\u5408\u80fd\u529b\uff0c\u5305\u62ec\uff1a<\/p>\n<p>1.AWS Customer Carbon Footprint Tool\uff1a\u5354\u52a9\u4f01\u696d\u8ffd\u8e64\u5176\u5728 AWS \u74b0\u5883\u4e2d\u6240\u7522\u751f\u7684\u78b3\u8db3\u8de1\uff0c\u63d0\u4f9b\u6708\u5ea6\u78b3\u6392\u5831\u8868\u3002<\/p>\n<p>2.\u5efa\u7acb\u5728 Data Lake \u67b6\u69cb\u4e0b\u7684 ESG \u8cc7\u6599\u6574\u5408\u4e2d\u5fc3\uff1a\u6574\u5408\u4f86\u81ea ERP\u3001IoT \u88dd\u7f6e\u3001\u4f9b\u61c9\u5546\u5831\u544a\u3001\u80fd\u6e90\u7ba1\u7406\u7cfb\u7d71\u7b49 ESG \u76f8\u95dc\u8cc7\u6599\uff0c\u652f\u63f4 TCFD\u3001SASB\u3001CDP \u7b49\u570b\u969b\u6846\u67b6\uff0c\u5f37\u5316\u6578\u64da\u4e00\u81f4\u6027\u8207\u7a3d\u6838\u6e96\u5099\u80fd\u529b\u3002<\/p>\n<p>3.\u7d50\u5408\u751f\u6210\u5f0f AI \u7684 ESG \u5831\u544a\u8f14\u52a9\u5de5\u5177\uff1a\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u8207\u96f2\u7aef\u8cc7\u6599\u5009\u5132\uff0c\u5354\u52a9\u4f01\u696d\u5feb\u901f\u751f\u6210 ESG 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