{"id":44631,"date":"2026-06-12T16:30:32","date_gmt":"2026-06-12T08:30:32","guid":{"rendered":"https:\/\/incit.org\/?p=44631"},"modified":"2026-06-04T14:51:09","modified_gmt":"2026-06-04T06:51:09","slug":"ai-adoption-is-rising-fast-but-ai-maturity-lags-why-95-of-ai-pilots-fail-in-manufacturing","status":"publish","type":"post","link":"https:\/\/incit.org\/zh_tw\/uncategorized\/ai-adoption-is-rising-fast-but-ai-maturity-lags-why-95-of-ai-pilots-fail-in-manufacturing\/","title":{"rendered":"\u4eba\u5de5\u667a\u6167\u61c9\u7528\u8fc5\u901f\u6210\u9577\uff0c\u4f46\u6210\u719f\u5ea6\u537b\u843d\u5f8c\uff1a\u70ba\u4f5595%\u7684\u4eba\u5de5\u667a\u6167\u8a66\u9ede\u8a08\u756b\u5728\u88fd\u9020\u696d\u5931\u6557\u00a0"},"content":{"rendered":"

\u7121\u8ad6\u662f\u5728\u8463\u4e8b\u6703\u6703\u8b70\u5ba4\u9084\u662f\u5728\u5de5\u5ee0\u8eca\u9593\uff0c\u4eba\u5de5\u667a\u6167\u90fd\u5df2\u5f9e\u672a\u4f86\u9858\u666f\u8b8a\u6210\u65e5\u5e38\u73fe\u5be6\u3002\u4f01\u696d\u6295\u5165\u5de8\u8cc7\uff0c\u5de5\u5177\u5c64\u51fa\u4e0d\u7aae\uff0c\u4eba\u5011\u7684\u671f\u671b\u4e5f\u5f88\u9ad8\u3002\u7136\u800c\uff0c\u5c0d\u8a31\u591a\u88fd\u9020\u5546\u800c\u8a00\uff0c\u6295\u8cc7\u56de\u5831\u4ecd\u7136\u9059\u9059\u7121\u671f\uff0c\u4ee4\u4eba\u6cae\u55aa\u3002.<\/span>\u00a0<\/span><\/p>\n

\u9019\u7a2e\u6a21\u5f0f\u73fe\u5728\u5df2\u6709\u5145\u5206\u7684\u8a18\u9304\u3002.\u00a0<\/span>\u6839\u64da\u9ea5\u80af\u932b2025\u5e74\u5168\u7403\u8abf\u67e5<\/span><\/a>\u00a0\u5728\u4eba\u5de5\u667a\u6167\u73fe\u6cc1\u8abf\u67e5\u4e2d\uff0c88% \u7684\u7d44\u7e54\u8868\u793a\u5df2\u5728\u81f3\u5c11\u4e00\u9805\u696d\u52d9\u8077\u80fd\u4e2d\u5e38\u898f\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u3002\u4f46\u8fd1\u4e09\u5206\u4e4b\u4e8c\u7684\u7d44\u7e54\u5c1a\u672a\u5728\u6574\u500b\u4f01\u696d\u7bc4\u570d\u5167\u63a8\u5ee3\u9019\u4e9b\u61c9\u7528\u3002.<\/span>\u00a0<\/span><\/p>\n

\u53e6\u4e00\u4efd\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662 NANDA \u767c\u8d77\u7684\u5831\u544a\u300a\u4eba\u5de5\u667a\u6167\u4e16\u4ee3\u9d3b\u6e9d\u300b\u201c<\/span><\/a>\u00a0\u60c5\u6cc1\u66f4\u52a0\u660e\u6717\uff1a\u50c5\u67095%\u7684\u4eba\u5de5\u667a\u6167\u8a66\u9ede\u8a08\u756b\u80fd\u5920\u5be6\u73fe\u6536\u5165\u7684\u5feb\u901f\u6210\u9577\u3002\u5176\u991895%\u7684\u9805\u76ee\u5247\u505c\u6eef\u4e0d\u524d\uff0c\u5c0d\u640d\u76ca\u8868\u5e7e\u4e4e\u6c92\u6709\u6216\u6839\u672c\u6c92\u6709\u7522\u751f\u4efb\u4f55\u53ef\u8861\u91cf\u7684\u5f71\u97ff\u3002.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

\u9019\u4e9b\u6578\u64da\u63ed\u793a\u7684\u4e26\u975e\u6280\u8853\u672c\u8eab\u7684\u5931\u6557\uff0c\u800c\u662f\u7d44\u7e54\u6e96\u5099\u66f4\u6df1\u5c64\u7684\u4e0d\u8db3\u3002\u5728\u88fd\u9020\u696d\uff0c\u7531\u65bc\u5176\u8907\u96dc\u7684\u4f9b\u61c9\u93c8\u3001\u8001\u820a\u7684\u8a2d\u5099\u3001\u56b4\u683c\u7684\u54c1\u8cea\u8981\u6c42\u4ee5\u53ca\u6280\u80fd\u578b\u5de5\u7a2e\u548c\u5de5\u4f5c\u77e5\u8b58\u7684\u878d\u5408\uff0c\u9019\u7a2e\u5dee\u8ddd\u5c24\u5176\u56b4\u91cd\u3002\u4e00\u6b3e\u7c21\u6f54\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u5de5\u5177\u53ef\u4ee5\u7522\u751f\u5831\u544a\u6216\u512a\u5316\u9032\u5ea6\u5b89\u6392\uff0c\u4f46\u5b83\u7121\u6cd5\u795e\u5947\u5730\u89e3\u6c7a\u8cc7\u6599\u7cfb\u7d71\u788e\u7247\u5316\u3001\u5718\u968a\u6e96\u5099\u4e0d\u8db3\u6216\u6230\u7565\u6a21\u7cca\u7b49\u554f\u984c\u3002.\u00a0<\/span>\u00a0<\/span><\/p>\n

\u5982\u679c\u7121\u6cd5\u6e05\u9192\u5730\u8a55\u4f30\u4f01\u696d\u7684\u771f\u5be6\u8655\u5883\uff0c\u5373\u4f7f\u9032\u884c\u5927\u91cf\u6295\u8cc7\uff0c\u4e5f\u53ea\u80fd\u63a8\u51fa\u6c38\u9060\u7121\u6cd5\u898f\u6a21\u5316\u7684\u8a66\u9ede\u9805\u76ee\uff0c\u4ee5\u53ca\u6c38\u9060\u7121\u6cd5\u5728\u6210\u672c\u3001\u54c1\u8cea\u6216\u7522\u91cf\u65b9\u9762\u5e36\u4f86\u4efb\u4f55\u6539\u8b8a\u7684\u6280\u8853\u3002.<\/span>\u00a0<\/span><\/p>\n

\u5f4c\u5408\u7d50\u69cb\u5316\u4eba\u5de5\u667a\u6167\u6e96\u5099\u65b9\u9762\u7684\u5dee\u8ddd<\/span><\/b>\u00a0<\/span><\/p>\n

\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u7684\u7814\u7a76\u5f37\u8abf\u4e86\u4e00\u500b\u95dc\u9375\u6559\u8a13\uff1a\u6210\u529f\u7684\u95dc\u9375\u4e0d\u5728\u65bc\u5f9e\u96f6\u958b\u59cb\u5efa\u69cb\u5de5\u5177\uff0c\u800c\u5728\u65bc\u5de7\u5999\u7684\u6574\u5408\u3002\u8cfc\u8cb7\u5c08\u696d\u89e3\u6c7a\u65b9\u6848\u548c\u5efa\u7acb\u5408\u4f5c\u95dc\u4fc2\u7684\u6210\u529f\u7387\u5927\u7d04\u662f\u5167\u90e8\u958b\u767c\u5de5\u4f5c\u7684\u5169\u500d\u3002\u6b64\u5916\uff0c\u8ce6\u4e88\u6700\u63a5\u8fd1\u5be6\u969b\u5de5\u4f5c\u7684\u90e8\u9580\u7d93\u7406\u66f4\u591a\u6b0a\u529b\uff0c\u800c\u4e0d\u662f\u50c5\u50c5\u4f9d\u8cf4\u4e2d\u592e\u5275\u65b0\u5718\u968a\uff0c\u4e5f\u6703\u7522\u751f\u6c7a\u5b9a\u6027\u7684\u5f71\u97ff\u3002.<\/span>\u00a0<\/span><\/p>\n

\u5c0d\u65bc\u88fd\u9020\u5546\u800c\u8a00\uff0c\u9019\u4e9b\u6d1e\u5bdf\u610f\u7fa9\u975e\u51e1\u3002\u4eba\u5de5\u667a\u6167\u7684\u6700\u5927\u6f5b\u529b\u5f80\u5f80\u9ad4\u73fe\u5728\u7dca\u5bc6\u4ea4\u7e54\u7684\u9818\u57df\uff0c\u4f8b\u5982\u8eca\u9593\u9810\u6e2c\u6027\u7dad\u8b77\u3001\u54c1\u8cea\u6aa2\u6e2c\u3001\u4f9b\u61c9\u93c8\u512a\u5316\u548c\u6d41\u7a0b\u518d\u9020\u3002\u4f46\u9019\u4e9b\u61c9\u7528\u9700\u8981\u7684\u4e0d\u50c5\u662f\u5f37\u5927\u7684\u6a21\u578b\uff0c\u9084\u9700\u8981\u53ef\u9760\u7684\u8cc7\u6599\u57fa\u790e\u8a2d\u65bd\u3001\u6df1\u539a\u7684\u71df\u904b\u77e5\u8b58\u3001\u54e1\u5de5\u80fd\u529b\u548c\u6e05\u6670\u7684\u7b56\u7565\u65b9\u5411\u3002\u5982\u679c\u7f3a\u5c11\u9019\u4e9b\u57fa\u790e\uff0c\u5373\u4f7f\u662f\u6700\u5c16\u7aef\u7684\u5de5\u5177\u4e5f\u7121\u6cd5\u61c9\u7528\u65bc\u5be6\u969b\u5be6\u9a57\u3002.<\/span>\u00a0<\/span><\/p>\n

\u4eba\u54e1\u548c\u71df\u904b\u65b9\u9762\u7684\u73fe\u5be6<\/span><\/b>\u00a0<\/span><\/p>\n

\u6311\u6230\u9060\u4e0d\u6b62\u8edf\u9ad4\u6388\u6b0a\u90a3\u9ebc\u7c21\u55ae\u3002.\u00a0<\/span>2024\u5e74\u7684\u4e00\u9805\u8abf\u67e5\u767c\u73fe\uff0c78%\u7684<\/span><\/a>\u00a0\u9ad8\u968e\u4e3b\u7ba1\u8a8d\u70ba\u4eba\u5de5\u667a\u6167\u7684\u767c\u5c55\u901f\u5ea6\u8d85\u904e\u4e86\u4f01\u696d\u57f9\u8a13\u54e1\u5de5\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u7684\u80fd\u529b\u3002\u6578\u64da\u4e5f\u8b49\u5be6\u4e86\u9019\u4e00\u9ede\u3002\u5fb7\u52e4\u7684\u6578\u64da\u986f\u793a\uff0c,\u00a0<\/span>58% \u7684\u516c\u53f8\u8a8d\u70ba\u4ed6\u5011\u7684\u7b56\u7565\u5c1a\u672a\u70ba\u4eba\u5de5\u667a\u6167\u7684\u63a1\u7528\u505a\u597d\u5145\u5206\u6e96\u5099\u3002<\/span><\/a>\u00a0\u800c\u5c0d\u65bc\u98a8\u96aa\u548c\u6cbb\u7406\uff0c\u6301\u76f8\u540c\u89c0\u9ede\u7684\u4eba\u5c31\u66f4\u5c11\u4e86\u3002<\/span><\/p>\n

\u540c\u6642\uff0c\u300c\u5f71\u5b50\u4eba\u5de5\u667a\u6167\u300d\uff08\u5373\u54e1\u5de5\u81ea\u884c\u4f7f\u7528\u7684\u672a\u7d93\u6388\u6b0a\u7684\u5de5\u5177\uff09\u5e7e\u4e4e\u666e\u904d\u5b58\u5728\u3002,\u00a0<\/span>\u51fa\u73fe\u5728 98% \u7684\u7d44\u7e54\u4e2d<\/span><\/a>. \u5118\u7ba1\u5b98\u65b9\u653f\u7b56\u6c92\u6709\u660e\u78ba\u898f\u5b9a\uff0c\u4f46\u54e1\u5de5\u5011\u90fd\u5728\u7a4d\u6975\u63a1\u7528\u4eba\u5de5\u667a\u6167\uff0c\u800c\u4f01\u696d\u537b\u932f\u5931\u4e86\u5728\u4fdd\u8b77\u654f\u611f\u71df\u904b\u6578\u64da\u7684\u540c\u6642\uff0c\u5c07\u9019\u7a2e\u80fd\u91cf\u6709\u6548\u5730\u5f15\u5c0e\u5230\u751f\u7522\u6027\u7528\u9014\u7684\u6a5f\u6703\u3002.<\/span>\u00a0<\/span><\/p>\n

\"\"<\/p>\n

\u88fd\u9020\u5546\u7684\u672a\u4f86\u4e4b\u8def<\/span><\/b>\u00a0<\/span><\/p>\n

\u9019\u6b63\u662f\u554f\u984c\u6240\u5728\u3002\u00a0<\/span>\u4eba\u5de5\u667a\u6167\u6210\u719f\u5ea6\u548c\u6e96\u5099\u5ea6\u6307\u6578\uff08AIMRI\uff09<\/span><\/b><\/a>\u00a0AIMRI\u65e8\u5728\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\u3002\u5b83\u4e26\u975e\u53e6\u4e00\u7a2e\u6280\u8853\u90e8\u7f72\u65b9\u6848\uff0c\u800c\u662f\u70ba\u88fd\u9020\u5546\u63d0\u4f9b\u7d50\u69cb\u5316\u3001\u5ba2\u89c0\u7684\u8a3a\u65b7\uff0c\u6db5\u84cb\u8cc7\u6599\u57fa\u790e\u8a2d\u65bd\u3001\u71df\u904b\u6574\u5408\u3001\u54e1\u5de5\u80fd\u529b\u548c\u7b56\u7565\u4e00\u81f4\u6027\u9019\u56db\u500b\u6700\u91cd\u8981\u7684\u7dad\u5ea6\u3002.<\/span>\u00a0<\/span><\/p>\n

\u900f\u904e\u5efa\u7acb\u6e05\u6670\u7684\u57fa\u6e96\uff0cAIMRI \u5e6b\u52a9\u9818\u5c0e\u8005\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff0c\u5f9e\u800c\u78ba\u5b9a\u4eba\u5de5\u667a\u6167\u662f\u6703\u5e36\u4f86\u50f9\u503c\uff0c\u9084\u662f\u53ea\u6703\u589e\u52a0\u505c\u6eef\u4e0d\u524d\u7684\u9805\u76ee\u6e05\u55ae\uff1a\u6211\u5011\u7684\u7d44\u7e54\u5728\u6210\u719f\u5ea6\u66f2\u7dda\u4e0a\u7a76\u7adf\u8655\u65bc\u4ec0\u9ebc\u4f4d\u7f6e\uff1f\u54ea\u4e9b\u5177\u9ad4\u5dee\u8ddd\u963b\u7919\u4e86\u6211\u5011\uff1f\u4ee5\u53ca\u54ea\u4e9b\u6709\u91dd\u5c0d\u6027\u7684\u6539\u8b8a\u80fd\u5920\u5e36\u4f86\u53ef\u64f4\u5c55\u3001\u53ef\u8861\u91cf\u7684\u9032\u5c55\uff1f<\/span>\u00a0<\/span><\/p>\n

2026\u5e74\u4eba\u5de5\u667a\u6167\u5728\u88fd\u9020\u696d\u7684\u767c\u5c55\uff0c\u6700\u7d42\u4e26\u975e\u53d6\u6c7a\u65bc\u63a1\u7528\u7387\u6216\u6a21\u578b\u8907\u96dc\u7a0b\u5ea6\uff0c\u800c\u662f\u53d6\u6c7a\u65bc\u4f01\u696d\u662f\u5426\u5145\u5206\u4e86\u89e3\u81ea\u8eab\u80fd\u529b\uff0c\u4e26\u5c07\u6280\u8853\u878d\u5165\u5be6\u969b\u7684\u5de5\u696d\u904b\u4f5c\u4e2d\u3002\u90a3\u4e9b\u80fd\u5920\u505a\u5230\u9019\u4e00\u9ede\u7684\u4f01\u696d\uff0c\u900f\u904e\u8aa0\u5be6\u5730\u8a55\u4f30\u81ea\u8eab\u6e96\u5099\u60c5\u6cc1\u3001\u89e3\u6c7a\u54e1\u5de5\u9867\u616e\u3001\u6df1\u601d\u719f\u616e\u5730\u91cd\u65b0\u8a2d\u8a08\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u53ca\u5728\u95dc\u9375\u9818\u57df\u9032\u884c\u6295\u8cc7\uff0c\u624d\u80fd\u5c07\u8a66\u9ede\u5c08\u6848\u8f49\u5316\u70ba\u5be6\u969b\u7684\u7e3e\u6548\u63d0\u5347\u3002.<\/span>\u00a0<\/span><\/p>\n

\u6280\u8853\u4e0d\u518d\u662f\u9650\u5236\u56e0\u7d20\uff0c\u6e96\u5099\u7a0b\u5ea6\u624d\u662f\u3002\u5c0d\u65bc\u90a3\u4e9b\u6c7a\u5fc3\u8de8\u8d8a\u5be6\u9a57\u8207\u771f\u6b63\u7af6\u722d\u512a\u52e2\u4e4b\u9593\u9d3b\u6e9d\u7684\u88fd\u9020\u5546\u800c\u8a00\uff0c\u5c0d\u81ea\u8eab\u73fe\u72c0\u7684\u900f\u5fb9\u7406\u89e3\u81f3\u95dc\u91cd\u8981\u3002.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

In\u00a0boardrooms\u00a0and\u00a0factory floors alike, artificial intelligence has moved from futuristic promise to everyday reality. Companies are investing\u00a0heavily, tools are proliferating, and expectations are high. Yet for many manufacturers, the return on that investment\u00a0remains\u00a0frustratingly elusive.\u00a0 The pattern is now well documented.\u00a0According to McKinsey\u2019s 2025 Global Survey\u00a0On\u00a0the State of AI, 88 percent of organizations report regular AI use […]<\/p>\n","protected":false},"author":18,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[376,321,274,377,378,379],"class_list":["post-44631","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-aiadoptioninmanufacturing","tag-aimaturity","tag-aimri","tag-aireadinessassessment","tag-genaiinmanufacturing","tag-whyai-projectsfailinmanufacturing"],"acf":[],"_links":{"self":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/44631","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/comments?post=44631"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/44631\/revisions"}],"predecessor-version":[{"id":44634,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/posts\/44631\/revisions\/44634"}],"wp:attachment":[{"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/media?parent=44631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/categories?post=44631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/zh_tw\/wp-json\/wp\/v2\/tags?post=44631"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}