{"id":2336,"date":"2026-01-11T21:46:25","date_gmt":"2026-01-11T13:46:25","guid":{"rendered":"https:\/\/recyclesources.writertraffic.com\/?p=2336"},"modified":"2026-01-11T21:46:28","modified_gmt":"2026-01-11T13:46:28","slug":"smartschedule","status":"publish","type":"post","link":"https:\/\/recyclesources.writertraffic.com\/smartschedule\/","title":{"rendered":"\u667a\u80fd\u6392\u7a0b\u600e\u9ebc\u9078\u624d\u6709\u611f\uff1f\u4e00\u8868\u770b\u61c2\u6210\u6548\u95dc\u9375\u3001\u5c0e\u5165\u91cd\u9ede\u8207\u5e38\u898b\u9677\u9631"},"content":{"rendered":"\n

\u300c\u771f\u6b63\u6709\u611f\u7684\u667a\u80fd\u6392\u7a0b\uff0c\u662f\u6578\u64da\u8207\u7d93\u9a57\u4e26\u9032\u3001\u6548\u7387\u8207\u5f48\u6027\u9f4a\u98db\u3002\u300d\u7576\u50b3\u7d71\u6392\u7a0b\u5df2\u7121\u6cd5\u61c9\u5c0d\u591a\u8b8a\u5e02\u5834\u3001\u8907\u96dc\u8cc7\u6e90\u548c\u7a81\u767c\u6311\u6230\uff0cAI \u667a\u80fd\u6392\u7a0b\u6b63\u6210\u70ba\u88fd\u9020\u3001\u670d\u52d9\u3001\u7269\u6d41\u7b49\u7522\u696d\u7684\u6838\u5fc3\u7af6\u722d\u529b\u3002McKinsey \u6307\u51fa\uff0c\u7ba1\u7406\u8005\u6bcf\u9031\u6709\u8d85\u904e\u4e00\u534a\u6642\u9593\u8017\u5728\u6392\u7a0b\u8abf\u6574\uff0c\u4f46 AI \u52a9\u7406\u537b\u80fd\u5728\u5e7e\u5206\u9418\u5167\u5b8c\u6210\u6700\u4f73\u5316\u914d\u7f6e\uff0c\u5c07\u6c7a\u7b56\u5f9e\u611f\u89ba\u5e36\u5411\u79d1\u5b78\u3002\u9078\u5c0d\u667a\u80fd\u6392\u7a0b\u7cfb\u7d71\uff0c\u4e0d\u50c5\u964d\u4f4e\u4eba\u5de5\u932f\u8aa4\u3001\u63d0\u5347\u7522\u80fd\u5229\u7528\u7387\uff0c\u66f4\u80fd\u628a\u95dc\u9375\u7d93\u9a57\u6578\u64da\u5316\u50b3\u627f\uff0c\u5e36\u9818\u5718\u968a\u771f\u6b63\u6b65\u5165\u667a\u6167\u71df\u904b\u65b0\u4e16\u4ee3\u3002<\/p>\n\n\n\n

AI\u6392\u7a0b\u52a9\u7406\u5b8c\u6574\u6307\u5357\uff1a\u667a\u80fd\u5316\u60a8\u7684\u6642\u9593\u7ba1\u7406<\/h1>\n\n\n\n

\u7576\u4f60\u7684\u7522\u7dda\u6392\u7a0b\u9700\u8981\u540c\u6642\u8003\u616e 20 \u53f0\u8a2d\u5099\u7684\u7a3c\u52d5\u7387\u300150 \u4f4d\u54e1\u5de5\u7684\u6280\u80fd\u77e9\u9663\u3001200 \u5f35\u8a02\u55ae\u7684\u4ea4\u671f\u627f\u8afe\uff0c\u4ee5\u53ca\u7a81\u767c\u7684\u8a2d\u5099\u7dad\u8b77\u9700\u6c42\u6642\uff0c\u50b3\u7d71\u7684\u4eba\u5de5\u6392\u7a0b\u5df2\u7d93\u7121\u6cd5\u61c9\u5c0d\u9019\u7a2e\u8907\u96dc\u5ea6\u3002\u6839\u64da McKinsey \u7684\u7814\u7a76\uff0c\u88fd\u9020\u696d\u4e3b\u7ba1\u5e73\u5747\u82b1\u8cbb\u6bcf\u9031 8-12 \u5c0f\u6642\u5728\u6392\u7a0b\u8abf\u6574\u4e0a,\u800c\u9019\u4e9b\u6642\u9593\u6709 60% \u90fd\u5728\u8655\u7406\u53ef\u9810\u6e2c\u7684\u885d\u7a81\u3002AI \u6392\u7a0b\u52a9\u7406\u7684\u51fa\u73fe,\u6b63\u5728\u6539\u8b8a\u9019\u500b\u5c40\u9762\u2014\u2014\u5b83\u4e0d\u53ea\u662f\u6578\u4f4d\u5316\u5de5\u5177,\u66f4\u662f\u80fd\u5920\u81ea\u4e3b\u5b78\u7fd2\u3001\u6301\u7e8c\u512a\u5316\u7684\u667a\u80fd\u6c7a\u7b56\u7cfb\u7d71\u3002<\/p>\n\n\n\n

AI \u6392\u7a0b\u52a9\u7406\u7684\u672c\u8cea\uff1a\u5f9e\u81ea\u52d5\u5316\u5230\u667a\u80fd\u5316<\/h2>\n\n\n\n

AI \u6392\u7a0b\u52a9\u7406\u662f\u4e00\u5957\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u3001\u7d04\u675f\u689d\u4ef6\u6c42\u89e3\u5f15\u64ce\u8207\u9810\u6e2c\u5206\u6790\u7684\u667a\u80fd\u7cfb\u7d71\u3002\u8207\u50b3\u7d71\u6392\u7a0b\u8edf\u9ad4\u6700\u5927\u7684\u5dee\u7570\u5728\u65bc,\u5b83\u4e0d\u50c5\u57f7\u884c\u4f60\u8a2d\u5b9a\u7684\u898f\u5247,\u66f4\u80fd\u5f9e\u6b77\u53f2\u6578\u64da\u4e2d\u5b78\u7fd2\u6700\u4f73\u5be6\u52d9,\u4e26\u5728\u9762\u5c0d\u65b0\u60c5\u5883\u6642\u81ea\u4e3b\u8abf\u6574\u7b56\u7565\u3002\u4f8b\u5982,\u7576\u7cfb\u7d71\u767c\u73fe\u6bcf\u9022\u9031\u4e94\u4e0b\u5348\u7522\u7dda\u6548\u7387\u6703\u4e0b\u964d 15%,\u5b83\u6703\u81ea\u52d5\u5c07\u8907\u96dc\u5ea6\u8f03\u4f4e\u7684\u8a02\u55ae\u5b89\u6392\u5728\u8a72\u6642\u6bb5,\u800c\u975e\u6a5f\u68b0\u5f0f\u5730\u6309\u7167\u5148\u9032\u5148\u51fa\u539f\u5247\u6392\u7a0b\u3002<\/p>\n\n\n\n

\u9019\u5957\u7cfb\u7d71\u7684\u904b\u4f5c\u6838\u5fc3\u5305\u542b\u4e09\u500b\u5c64\u6b21\u3002\u9996\u5148\u662f\u8cc7\u6599\u6574\u5408\u5c64<\/strong>,\u5b83\u6703\u6301\u7e8c\u6536\u96c6\u4f86\u81ea ERP\u3001MES\u3001HR \u7cfb\u7d71\u7684\u5373\u6642\u8cc7\u8a0a,\u5efa\u7acb\u5b8c\u6574\u7684\u6392\u7a0b\u60c5\u5883\u5716\u50cf\u3002\u63a5\u8457\u662f\u667a\u80fd\u5206\u6790\u5c64<\/strong>,\u900f\u904e\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u8b58\u5225\u96b1\u85cf\u7684\u6a21\u5f0f\u2014\u2014\u6bd4\u5982\u7279\u5b9a\u54e1\u5de5\u7d44\u5408\u7684\u5354\u4f5c\u6548\u7387\u3001\u8a2d\u5099\u6545\u969c\u7684\u524d\u5146\u8a0a\u865f\u3001\u8a02\u55ae\u5ef6\u9072\u7684\u98a8\u96aa\u56e0\u5b50\u3002\u6700\u5f8c\u662f\u6c7a\u7b56\u57f7\u884c\u5c64<\/strong>,\u7cfb\u7d71\u6703\u57fa\u65bc\u591a\u76ee\u6a19\u512a\u5316\u6f14\u7b97\u6cd5(\u5982\u907a\u50b3\u6f14\u7b97\u6cd5\u6216\u6a21\u64ec\u9000\u706b\u6cd5),\u5728\u4ea4\u671f\u3001\u6210\u672c\u3001\u8cc7\u6e90\u5229\u7528\u7387\u4e4b\u9593\u627e\u5230\u6700\u4f73\u5e73\u8861\u9ede,\u4e26\u7522\u751f\u53ef\u57f7\u884c\u7684\u6392\u7a0b\u65b9\u6848\u3002<\/p>\n\n\n\n

\u56e0\u6b64,AI \u6392\u7a0b\u52a9\u7406\u7684\u50f9\u503c\u4e0d\u5728\u65bc\u53d6\u4ee3\u4eba\u985e\u5224\u65b7,\u800c\u662f\u8655\u7406\u5927\u91cf\u7684\u6578\u64da\u904b\u7b97\u8207\u60c5\u5883\u6a21\u64ec,\u8b93\u4f60\u7684\u6392\u7a0b\u4eba\u54e1\u80fd\u5c08\u6ce8\u5728\u7b56\u7565\u6c7a\u7b56\u8207\u4f8b\u5916\u8655\u7406\u4e0a\u3002\u7576\u7cfb\u7d71\u5efa\u8b70\u5c07\u67d0\u5f35\u6025\u55ae\u63d2\u5165\u751f\u7522\u7dda\u6642,\u5b83\u6703\u540c\u6642\u8a08\u7b97\u5c0d\u5176\u4ed6 50 \u5f35\u8a02\u55ae\u7684\u9023\u9396\u5f71\u97ff,\u4e26\u63d0\u4f9b\u4e09\u7a2e\u5099\u9078\u65b9\u6848\u4f9b\u4f60\u9078\u64c7\u2014\u2014\u9019\u7a2e\u904b\u7b97\u901f\u5ea6\u8207\u5168\u5c40\u8996\u91ce,\u662f\u4eba\u8166\u96e3\u4ee5\u4f01\u53ca\u7684\u3002<\/p>\n\n\n\n

\u65e5\u7a0b\u6a21\u5f0f\u5206\u6790\uff1aAI \u5982\u4f55\u8b80\u61c2\u4f60\u7684\u6642\u9593<\/h2>\n\n\n\n

AI \u6392\u7a0b\u7cfb\u7d71\u7684\u7b2c\u4e00\u6b65\u662f\u5efa\u7acb\u6642\u9593\u6a21\u5f0f\u8cc7\u6599\u5eab<\/strong>\u3002\u5b83\u6703\u8ffd\u8e64\u6bcf\u4e00\u9805\u4efb\u52d9\u7684\u5be6\u969b\u57f7\u884c\u6642\u9593\u3001\u7b49\u5f85\u6642\u9593\u3001\u7570\u5e38\u8655\u7406\u6642\u9593,\u4e26\u8207\u539f\u59cb\u9810\u4f30\u9032\u884c\u6bd4\u5c0d\u3002\u4e09\u500b\u6708\u5f8c,\u7cfb\u7d71\u53ef\u80fd\u6703\u767c\u73fe:\u4f60\u7684\u6ce8\u5851\u90e8\u9580\u5728\u8655\u7406 A \u5ba2\u6236\u8a02\u55ae\u6642,\u6a19\u6e96\u5de5\u6642\u662f 2.5 \u5c0f\u6642,\u4f46\u5be6\u969b\u5e73\u5747\u9700\u8981 3.2 \u5c0f\u6642,\u56e0\u70ba\u8a72\u5ba2\u6236\u7684\u54c1\u8cea\u8981\u6c42\u9700\u8981\u984d\u5916\u7684\u9996\u4ef6\u6aa2\u9a57\u6d41\u7a0b\u3002\u9019\u7a2e\u7d30\u5fae\u5dee\u7570\u6703\u88ab\u81ea\u52d5\u7d0d\u5165\u5f8c\u7e8c\u6392\u7a0b\u8a08\u7b97\u3002<\/p>\n\n\n\n

\u66f4\u9032\u968e\u7684\u5206\u6790\u4f86\u81ea\u60c5\u5883\u95dc\u806f\u5b78\u7fd2<\/strong>\u3002\u7cfb\u7d71\u6703\u8b58\u5225\u54ea\u4e9b\u56e0\u7d20\u6703\u5f71\u97ff\u6392\u7a0b\u6210\u6548:\u662f\u9031\u4e00\u65e9\u73ed\u7684\u555f\u52d5\u6642\u9593\u8f03\u9577?\u9084\u662f\u9023\u7e8c\u4e09\u5929\u52a0\u73ed\u5f8c\u7684\u751f\u7522\u6548\u7387\u6703\u660e\u986f\u4e0b\u6ed1?\u7576\u8cc7\u6599\u7d2f\u7a4d\u5230\u4e00\u5b9a\u7a0b\u5ea6,AI \u53ef\u4ee5\u5efa\u7acb\u9810\u6e2c\u6a21\u578b\u2014\u2014\u4f8b\u5982\u5728\u9023\u7e8c\u9ad8\u6eab\u5929\u6c23\u4e0b,\u6236\u5916\u4f5c\u696d\u7684\u5de5\u6642\u6703\u589e\u52a0 20%,\u7cfb\u7d71\u6703\u81ea\u52d5\u5728\u6392\u7a0b\u6642\u9810\u7559\u7de9\u885d\u3002\u9019\u7a2e\u9810\u6e2c\u80fd\u529b\u8b93\u4f60\u5f9e\u300c\u4e8b\u5f8c\u6551\u706b\u300d\u8f49\u8b8a\u70ba\u300c\u4e8b\u524d\u9810\u9632\u300d\u3002<\/p>\n\n\n\n

\u5728\u670d\u52d9\u696d\u5834\u666f\u4e2d,AI \u6703\u5206\u6790\u9867\u5ba2\u884c\u70ba\u6a21\u5f0f\u3002\u5982\u679c\u4f60\u7d93\u71df\u9023\u9396\u9910\u5ef3,\u7cfb\u7d71\u6703\u767c\u73fe\u9031\u4e94\u665a\u9593 7-9 \u9ede\u7684\u7ffb\u684c\u7387\u6bd4\u5e73\u65e5\u4f4e 30%,\u56e0\u70ba\u9867\u5ba2\u7528\u9910\u6642\u9593\u8f03\u9577\u3002\u57fa\u65bc\u6b64\u6d1e\u5bdf,AI \u6703\u5efa\u8b70\u8a72\u6642\u6bb5\u589e\u52a0 15% \u7684\u8a02\u4f4d\u9593\u9694,\u6216\u5b89\u6392\u7d93\u9a57\u8c50\u5bcc\u7684\u670d\u52d9\u4eba\u54e1,\u4ee5\u7dad\u6301\u6574\u9ad4\u670d\u52d9\u54c1\u8cea\u3002\u9019\u7a2e\u52d5\u614b\u8abf\u6574\u80fd\u529b,\u6b63\u662f\u50b3\u7d71\u975c\u614b\u6392\u73ed\u8868\u7121\u6cd5\u5be6\u73fe\u7684\u3002<\/p>\n\n\n\n

\n
\u52a0\u5165\u6703\u54e1\u4e86\u89e3\u66f4\u591a<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

\u81ea\u52d5\u512a\u5316\u6a5f\u5236\uff1a\u667a\u80fd\u6c7a\u7b56\u7684\u4e09\u5927\u652f\u67f1<\/h2>\n\n\n\n

AI \u6392\u7a0b\u7684\u81ea\u52d5\u512a\u5316\u5efa\u7acb\u5728\u591a\u7dad\u5ea6\u8a55\u5206\u7cfb\u7d71<\/strong>\u4e4b\u4e0a\u3002\u6bcf\u4e00\u500b\u6392\u7a0b\u65b9\u6848\u90fd\u6703\u5f9e\u4ea4\u671f\u9054\u6210\u7387\u3001\u8a2d\u5099\u7a3c\u52d5\u7387\u3001\u4eba\u529b\u6210\u672c\u3001\u52a0\u73ed\u6642\u6578\u3001\u5eab\u5b58\u9031\u8f49\u7b49\u591a\u500b\u7dad\u5ea6\u7372\u5f97\u8a55\u5206\u3002\u7cfb\u7d71\u6703\u900f\u904e\u5f37\u5316\u5b78\u7fd2\u4e0d\u65b7\u8abf\u6574\u5404\u7dad\u5ea6\u7684\u6b0a\u91cd\u2014\u2014\u5982\u679c\u4f60\u7684\u7522\u696d\u6700\u5728\u610f\u4ea4\u671f,\u7cfb\u7d71\u6703\u9010\u6f38\u63d0\u9ad8\u6e96\u6642\u4ea4\u8ca8\u7684\u512a\u5148\u7d1a;\u5982\u679c\u6210\u672c\u63a7\u5236\u662f\u95dc\u9375,\u5b83\u6703\u66f4\u7a4d\u6975\u5730\u6e1b\u5c11\u9592\u7f6e\u6642\u9593\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\u500b\u652f\u67f1\u662f\u7d04\u675f\u689d\u4ef6\u667a\u80fd\u8655\u7406<\/strong>\u3002\u771f\u5be6\u4e16\u754c\u7684\u6392\u7a0b\u5145\u6eff\u9650\u5236:\u7279\u5b9a\u8a2d\u5099\u53ea\u80fd\u8655\u7406\u7279\u5b9a\u8a02\u55ae\u3001\u67d0\u4e9b\u54e1\u5de5\u6709\u6280\u80fd\u8a8d\u8b49\u8981\u6c42\u3001\u6cd5\u898f\u898f\u5b9a\u9023\u7e8c\u5de5\u4f5c\u6642\u6578\u4e0a\u9650\u3002AI \u7cfb\u7d71\u6703\u5c07\u9019\u4e9b\u786c\u6027\u7d04\u675f\u8207\u8edf\u6027\u504f\u597d\u5340\u5206\u8655\u7406\u2014\u2014\u786c\u6027\u7d04\u675f\u7d55\u4e0d\u9055\u53cd,\u8edf\u6027\u504f\u597d\u5247\u5728\u53ef\u80fd\u7bc4\u570d\u5167\u6eff\u8db3\u3002\u7576\u7d04\u675f\u689d\u4ef6\u767c\u751f\u885d\u7a81\u6642,\u7cfb\u7d71\u6703\u81ea\u52d5\u555f\u52d5\u60c5\u5883\u6a21\u64ec,\u627e\u51fa\u640d\u5931\u6700\u5c0f\u7684\u59a5\u5354\u65b9\u6848,\u800c\u975e\u7c21\u55ae\u5730\u5831\u932f\u8981\u6c42\u4eba\u5de5\u4ecb\u5165\u3002<\/p>\n\n\n\n

\u6301\u7e8c\u5b78\u7fd2\u8ff4\u8def<\/strong>\u662f\u7b2c\u4e09\u500b\u95dc\u9375\u3002\u6bcf\u6b21\u6392\u7a0b\u57f7\u884c\u5f8c,\u7cfb\u7d71\u6703\u6bd4\u5c0d\u9810\u6e2c\u8207\u5be6\u969b\u7684\u5dee\u7570:\u9019\u5f35\u8a02\u55ae\u70ba\u4ec0\u9ebc\u5ef6\u9072?\u90a3\u689d\u7522\u7dda\u70ba\u4ec0\u9ebc\u63d0\u524d\u5b8c\u5de5?\u9019\u4e9b\u53cd\u994b\u6703\u6210\u70ba\u8a13\u7df4\u8cc7\u6599,\u8b93\u6a21\u578b\u8d8a\u4f86\u8d8a\u6e96\u78ba\u3002\u66f4\u91cd\u8981\u7684\u662f,\u7576\u4f60\u624b\u52d5\u8abf\u6574\u6392\u7a0b\u6642,AI \u6703\u8a18\u9304\u4f60\u7684\u6c7a\u7b56\u908f\u8f2f\u2014\u2014\u5982\u679c\u4f60\u9023\u7e8c\u4e09\u6b21\u5c07\u67d0\u4f9b\u61c9\u5546\u7684\u8a02\u55ae\u512a\u5148\u8655\u7406,\u7cfb\u7d71\u6703\u5b78\u7fd2\u5230\u9019\u500b\u96b1\u6027\u898f\u5247,\u672a\u4f86\u81ea\u52d5\u5957\u7528\u3002\u9019\u7a2e\u300c\u5411\u4eba\u985e\u5b78\u7fd2\u300d\u7684\u80fd\u529b,\u8b93 AI \u771f\u6b63\u6210\u70ba\u4f60\u7684\u52a9\u7406\u800c\u975e\u5de5\u5177\u3002<\/p>\n\n\n\n

\u4e94\u5927\u6838\u5fc3\u512a\u52e2\uff1a\u70ba\u4ec0\u9ebc\u4f01\u696d\u9078\u64c7 AI \u6392\u7a0b<\/h2>\n\n\n\n
\u512a\u52e2\u9762\u5411<\/th>\u50b3\u7d71\u6392\u7a0b<\/th>AI \u6392\u7a0b\u52a9\u7406<\/th>\u5be6\u969b\u6548\u76ca<\/th><\/tr><\/thead>
\u6c7a\u7b56\u901f\u5ea6<\/strong><\/td>2-4 \u5c0f\u6642\/\u6b21\u8abf\u6574<\/td>3-5 \u5206\u9418\/\u6b21\u8abf\u6574<\/td>\u7dca\u6025\u63d2\u55ae\u97ff\u61c9\u6642\u9593\u7e2e\u77ed 90%<\/td><\/tr>
\u5168\u5c40\u512a\u5316<\/strong><\/td>\u8003\u616e 5-10 \u500b\u8b8a\u6578<\/td>\u540c\u6642\u8655\u7406 50+ \u500b\u8b8a\u6578<\/td>\u6574\u9ad4\u7522\u80fd\u5229\u7528\u7387\u63d0\u5347 15-25%<\/td><\/tr>
\u9810\u6e2c\u6e96\u78ba\u5ea6<\/strong><\/td>\u4f9d\u8cf4\u500b\u4eba\u7d93\u9a57<\/td>\u57fa\u65bc\u6b77\u53f2\u6578\u64da\u5b78\u7fd2<\/td>\u4ea4\u671f\u9810\u6e2c\u8aa4\u5dee\u964d\u4f4e 40%<\/td><\/tr>
\u7570\u5e38\u61c9\u5c0d<\/strong><\/td>\u4eba\u5de5\u9010\u4e00\u8655\u7406<\/td>\u81ea\u52d5\u6a21\u64ec\u591a\u7a2e\u65b9\u6848<\/td>\u7a81\u767c\u72c0\u6cc1\u8655\u7406\u6642\u9593\u6e1b\u5c11 70%<\/td><\/tr>
\u77e5\u8b58\u50b3\u627f<\/strong><\/td>\u4f9d\u8cf4\u8cc7\u6df1\u4eba\u54e1<\/td>\u7cfb\u7d71\u5316\u7d2f\u7a4d\u7d93\u9a57<\/td>\u65b0\u4eba\u4e0a\u624b\u6642\u9593\u5f9e 6 \u500b\u6708\u7e2e\u77ed\u81f3 2 \u9031<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

1. \u5927\u5e45\u63d0\u5347\u6392\u7a0b\u6548\u7387\u8207\u6e96\u78ba\u6027<\/h3>\n\n\n\n

\u7576\u4f60\u7684\u6392\u7a0b\u4eba\u54e1\u6bcf\u5929\u82b1 3 \u5c0f\u6642\u8abf\u6574\u751f\u7522\u8a08\u756b\u6642,AI \u53ef\u4ee5\u5728 5 \u5206\u9418\u5167\u5b8c\u6210\u76f8\u540c\u5de5\u4f5c,\u4e14\u932f\u8aa4\u7387\u66f4\u4f4e\u3002\u67d0\u6c7d\u8eca\u96f6\u4ef6\u88fd\u9020\u5546\u5c0e\u5165 AI \u6392\u7a0b\u5f8c,\u8a02\u55ae\u4ea4\u671f\u9054\u6210\u7387\u5f9e 78% \u63d0\u5347\u81f3 94%,\u540c\u6642\u52a0\u73ed\u6642\u6578\u6e1b\u5c11 30%\u2014\u2014\u56e0\u70ba\u7cfb\u7d71\u80fd\u66f4\u7cbe\u6e96\u5730\u9810\u4f30\u6bcf\u5f35\u8a02\u55ae\u7684\u5be6\u969b\u5de5\u6642,\u907f\u514d\u904e\u5ea6\u627f\u8afe\u6216\u8cc7\u6e90\u9592\u7f6e\u3002<\/p>\n\n\n\n

2. \u5be6\u73fe\u771f\u6b63\u7684\u52d5\u614b\u6392\u7a0b<\/h3>\n\n\n\n

\u50b3\u7d71\u6392\u7a0b\u5f80\u5f80\u662f\u300c\u4e00\u6b21\u898f\u5283\u3001\u57f7\u884c\u5230\u5e95\u300d\u7684\u975c\u614b\u6a21\u5f0f\u3002AI \u6392\u7a0b\u5247\u662f\u6301\u7e8c\u76e3\u63a7\u57f7\u884c\u72c0\u6cc1,\u7576\u67d0\u689d\u7522\u7dda\u767c\u751f\u5ef6\u9072\u6642,\u7cfb\u7d71\u6703\u7acb\u5373\u91cd\u65b0\u8a08\u7b97\u5f8c\u7e8c\u6240\u6709\u8a02\u55ae\u7684\u6700\u4f73\u9806\u5e8f,\u4e26\u63a8\u9001\u8abf\u6574\u5efa\u8b70\u5230\u76f8\u95dc\u4eba\u54e1\u7684\u624b\u6a5f\u3002\u9019\u7a2e\u654f\u6377\u6027\u8b93\u4f60\u80fd\u5f9e\u5bb9\u61c9\u5c0d\u5e02\u5834\u8b8a\u5316,\u800c\u975e\u88ab\u52d5\u6551\u706b\u3002<\/p>\n\n\n\n

3. \u964d\u4f4e\u5c0d\u500b\u4eba\u7d93\u9a57\u7684\u4f9d\u8cf4<\/h3>\n\n\n\n

\u8cc7\u6df1\u6392\u7a0b\u4eba\u54e1\u7684\u96e2\u8077\u5f80\u5f80\u6703\u8b93\u4f01\u696d\u9677\u5165\u6df7\u4e82,\u56e0\u70ba\u4ed6\u5011\u8166\u4e2d\u7d2f\u7a4d\u7684\u96b1\u6027\u77e5\u8b58\u96e3\u4ee5\u50b3\u627f\u3002AI \u7cfb\u7d71\u5c07\u9019\u4e9b\u7d93\u9a57\u8f49\u5316\u70ba\u53ef\u8907\u88fd\u7684\u6f14\u7b97\u6cd5\u2014\u2014\u65b0\u4eba\u53ea\u9700\u7406\u89e3\u7cfb\u7d71\u5efa\u8b70\u80cc\u5f8c\u7684\u908f\u8f2f,\u800c\u975e\u5f9e\u96f6\u958b\u59cb\u6478\u7d22\u3002\u67d0\u9023\u9396\u98ef\u5e97\u5c0e\u5165 AI \u6392\u73ed\u5f8c,\u5340\u57df\u7d93\u7406\u7684\u6392\u73ed\u8a13\u7df4\u6642\u9593\u5f9e 2 \u500b\u6708\u7e2e\u77ed\u81f3 2 \u9031\u3002<\/p>\n\n\n\n

4. \u652f\u63f4\u591a\u76ee\u6a19\u6b0a\u8861\u6c7a\u7b56<\/h3>\n\n\n\n

\u771f\u5be6\u7684\u6392\u7a0b\u5f9e\u4f86\u4e0d\u662f\u55ae\u4e00\u76ee\u6a19\u512a\u5316\u2014\u2014\u4f60\u9700\u8981\u5728\u6210\u672c\u3001\u54c1\u8cea\u3001\u4ea4\u671f\u3001\u54e1\u5de5\u6eff\u610f\u5ea6\u4e4b\u9593\u627e\u5e73\u8861\u3002AI \u53ef\u4ee5\u540c\u6642\u6a21\u64ec\u300c\u6700\u4f4e\u6210\u672c\u65b9\u6848\u300d\u300c\u6700\u5feb\u4ea4\u671f\u65b9\u6848\u300d\u300c\u6700\u5e73\u5747\u5de5\u6642\u65b9\u6848\u300d,\u8b93\u4f60\u6839\u64da\u7576\u9031\u7684\u7b56\u7565\u91cd\u9ede\u505a\u51fa\u9078\u64c7\u3002\u9019\u7a2e\u60c5\u5883\u5206\u6790\u80fd\u529b,\u8b93\u6c7a\u7b56\u5f9e\u6191\u611f\u89ba\u8f49\u8b8a\u70ba\u6709\u6578\u64da\u652f\u6490\u3002<\/p>\n\n\n\n

5. \u6301\u7e8c\u512a\u5316\u8207\u81ea\u6211\u9032\u5316<\/h3>\n\n\n\n

\u6bcf\u4e00\u6b21\u6392\u7a0b\u57f7\u884c\u90fd\u662f AI \u5b78\u7fd2\u7684\u6a5f\u6703\u3002\u4e09\u500b\u6708\u5f8c,\u7cfb\u7d71\u5c0d\u4f60\u4f01\u696d\u7684\u7406\u89e3\u6703\u6bd4\u521d\u5c0e\u5165\u6642\u6df1\u523b 10 \u500d\u2014\u2014\u5b83\u77e5\u9053\u54ea\u4e9b\u5ba2\u6236\u5bb9\u6613\u8b8a\u66f4\u9700\u6c42\u3001\u54ea\u4e9b\u8a2d\u5099\u5bb9\u6613\u6545\u969c\u3001\u54ea\u4e9b\u6642\u6bb5\u4eba\u54e1\u6548\u7387\u6700\u9ad8\u3002\u9019\u7a2e\u6301\u7e8c\u7cbe\u9032\u7684\u80fd\u529b,\u8b93\u6295\u8cc7\u5831\u916c\u7387\u96a8\u6642\u9593\u905e\u589e\u800c\u975e\u905e\u6e1b\u3002<\/p>\n\n\n\n

\u6210\u6548\u95dc\u9375\uff1a\u8cc7\u6599\u54c1\u8cea\u6c7a\u5b9a AI \u50f9\u503c<\/h2>\n\n\n\n

\u7136\u800c,AI \u6392\u7a0b\u7684\u6548\u679c\u9ad8\u5ea6\u4f9d\u8cf4\u8f38\u5165\u8cc7\u6599\u7684\u5b8c\u6574\u6027\u8207\u6e96\u78ba\u6027<\/strong>\u3002\u5982\u679c\u4f60\u7684 ERP \u7cfb\u7d71\u4e2d 30% \u7684\u8a02\u55ae\u7f3a\u5c11\u660e\u78ba\u4ea4\u671f\u300150% \u7684\u8a2d\u5099\u6c92\u6709\u7dad\u8b77\u7d00\u9304\u3001\u54e1\u5de5\u6280\u80fd\u8cc7\u6599\u534a\u5e74\u672a\u66f4\u65b0,\u90a3\u9ebc\u518d\u5f37\u5927\u7684\u6f14\u7b97\u6cd5\u4e5f\u7121\u6cd5\u7522\u751f\u53ef\u9760\u7684\u6392\u7a0b\u3002\u56e0\u6b64,\u5c0e\u5165 AI \u524d\u5fc5\u9808\u5148\u9032\u884c\u8cc7\u6599\u6cbb\u7406\u2014\u2014\u5efa\u7acb\u6a19\u6e96\u5316\u7684\u8cc7\u6599\u8f38\u5165\u6d41\u7a0b\u3001\u6e05\u7406\u6b77\u53f2\u8cc7\u6599\u7684\u77db\u76fe\u8a18\u9304\u3001\u78ba\u4fdd\u5404\u7cfb\u7d71\u9593\u7684\u8cc7\u6599\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n

\u6b64\u5916,\u4f60\u9700\u8981\u5efa\u7acb\u4eba\u6a5f\u5354\u4f5c\u7684\u6aa2\u6838\u6a5f\u5236<\/strong>\u3002AI \u63d0\u4f9b\u7684\u6392\u7a0b\u5efa\u8b70\u61c9\u8a72\u6709\u660e\u78ba\u7684\u4fe1\u5fc3\u6307\u6578\u2014\u2014\u7576\u7cfb\u7d71\u4fe1\u5fc3\u5ea6\u4f4e\u65bc 80% \u6642,\u61c9\u8981\u6c42\u4eba\u5de5\u8907\u6838\u3002\u67d0\u98df\u54c1\u88fd\u9020\u5546\u7684\u5be6\u8e10\u662f:\u6bcf\u9031\u4e00\u7531 AI \u7522\u51fa\u521d\u6b65\u6392\u7a0b,\u9031\u4e8c\u65e9\u6703\u7531\u7522\u7dda\u4e3b\u7ba1\u96c6\u9ad4\u8a0e\u8ad6\u8abf\u6574,\u9031\u4e09\u78ba\u8a8d\u57f7\u884c\u3002\u9019\u7a2e\u6df7\u5408\u6a21\u5f0f\u5728\u5c0e\u5165\u521d\u671f\u7279\u5225\u91cd\u8981,\u80fd\u907f\u514d\u76f2\u76ee\u4f9d\u8cf4\u7cfb\u7d71\u5c0e\u81f4\u91cd\u5927\u5931\u8aa4\u3002<\/p>\n\n\n\n

\u7acb\u5373\u884c\u52d5\uff1a\u8a55\u4f30\u4f60\u7684 AI \u6392\u7a0b\u6e96\u5099\u5ea6<\/h2>\n\n\n\n

\u5982\u679c\u4f60\u6b63\u5728\u8003\u616e\u5c0e\u5165 AI \u6392\u7a0b\u52a9\u7406,\u5efa\u8b70\u5148\u5b8c\u6210\u4ee5\u4e0b\u6e96\u5099\u5ea6\u6aa2\u6838:<\/p>\n\n\n\n

\u2713 \u8cc7\u6599\u57fa\u790e\u6aa2\u6838<\/strong>
\u4f60\u7684\u4f01\u696d\u662f\u5426\u5df2\u6709\u6578\u4f4d\u5316\u7684\u8a02\u55ae\u7ba1\u7406\u3001\u751f\u7522\u7ba1\u7406\u6216\u4eba\u529b\u8cc7\u6e90\u7cfb\u7d71?\u6b77\u53f2\u8cc7\u6599\u662f\u5426\u81f3\u5c11\u7d2f\u7a4d 6 \u500b\u6708\u4ee5\u4e0a?\u8cc7\u6599\u6b04\u4f4d\u7684\u5b8c\u6574\u5ea6\u662f\u5426\u8d85\u904e 80%?<\/p>\n\n\n\n

\u2713 \u554f\u984c\u660e\u78ba\u5ea6\u8a55\u4f30<\/strong>
\u4f60\u6700\u60f3\u89e3\u6c7a\u7684\u6392\u7a0b\u75db\u9ede\u662f\u4ec0\u9ebc?\u662f\u4ea4\u671f\u5ef6\u9072\u3001\u6210\u672c\u8d85\u652f\u3001\u9084\u662f\u4eba\u529b\u8abf\u5ea6\u6df7\u4e82?\u80fd\u5426\u91cf\u5316\u76ee\u524d\u7684\u640d\u5931\u898f\u6a21(\u5982\u6bcf\u6708\u56e0\u6392\u7a0b\u5931\u8aa4\u5c0e\u81f4\u7684\u52a0\u73ed\u6210\u672c)?<\/p>\n\n\n\n

\u2713 \u5718\u968a\u63a5\u53d7\u5ea6\u8abf\u67e5<\/strong>
\u4f7f\u7528\u6392\u7a0b\u7cfb\u7d71\u7684\u4e00\u7dda\u4eba\u54e1\u662f\u5426\u9858\u610f\u5617\u8a66\u65b0\u5de5\u5177?\u4ed6\u5011\u5c0d AI \u7684\u614b\u5ea6\u662f\u671f\u5f85\u9084\u662f\u6297\u62d2?\u662f\u5426\u6709\u610f\u9858\u63d0\u4f9b\u57f7\u884c\u53cd\u994b\u5e6b\u52a9\u7cfb\u7d71\u512a\u5316?<\/p>\n\n\n\n

\u5b8c\u6210\u9019\u4e09\u9805\u8a55\u4f30\u5f8c,\u4f60\u5c07\u66f4\u6e05\u695a\u81ea\u5df1\u9069\u5408\u54ea\u7a2e\u7a0b\u5ea6\u7684 AI \u6392\u7a0b\u65b9\u6848\u2014\u2014\u662f\u5f9e\u7c21\u55ae\u7684\u6392\u73ed\u512a\u5316\u958b\u59cb,\u9084\u662f\u76f4\u63a5\u5c0e\u5165\u7aef\u5230\u7aef\u7684\u667a\u80fd\u6392\u7a0b\u7cfb\u7d71\u3002\u8a18\u4f4f,AI \u6392\u7a0b\u7684\u50f9\u503c\u4e0d\u5728\u65bc\u6280\u8853\u672c\u8eab,\u800c\u5728\u65bc\u5b83\u5982\u4f55\u878d\u5165\u4f60\u7684\u5be6\u969b\u4f5c\u696d\u6d41\u7a0b,\u771f\u6b63\u89e3\u6c7a\u56f0\u64fe\u5df2\u4e45\u7684\u7ba1\u7406\u96e3\u984c\u3002<\/p>\n\n\n\n

\n
\u52a0\u5165\u6703\u54e1\u4e86\u89e3\u66f4\u591a<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

5\u5927AI\u6392\u7a0b\u52a9\u7406\u8a55\u6bd4\uff1a\u6548\u7387\u63d0\u5347\u9996\u9078\u5de5\u5177<\/h1>\n\n\n\n

\u5e02\u5834\u4e0a\u7684 AI \u6392\u7a0b\u52a9\u7406\u9078\u64c7\u8d8a\u4f86\u8d8a\u591a\uff0c\u4f46\u4f60\u771f\u6b63\u9700\u8981\u7684\u4e0d\u662f\u300c\u529f\u80fd\u6700\u591a\u300d\u7684\u5de5\u5177\uff0c\u800c\u662f\u300c\u6700\u9069\u5408\u4f60\u696d\u52d9\u60c5\u5883\u300d\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u6839\u64da Gartner 2023 \u5e74\u8abf\u67e5\uff0c68% \u7684\u4f01\u696d\u5728\u5c0e\u5165\u6392\u7a0b\u7cfb\u7d71\u5f8c\u672a\u9054\u9810\u671f\u6548\u76ca\uff0c\u4e3b\u8981\u539f\u56e0\u5c31\u662f\u9078\u578b\u968e\u6bb5\u7f3a\u4e4f\u7cfb\u7d71\u6027\u8a55\u4f30\u3002\u56e0\u6b64\uff0c\u6211\u5011\u5c07\u5f9e\u4e94\u500b\u95dc\u9375\u7dad\u5ea6\u6df1\u5165\u6bd4\u8f03\u5e02\u5834\u4e3b\u6d41\u5de5\u5177\uff0c\u5e6b\u52a9\u4f60\u627e\u5230\u771f\u6b63\u80fd\u843d\u5730\u7684\u6392\u7a0b\u52a9\u7406\u3002<\/p>\n\n\n\n

\u6838\u5fc3\u529f\u80fd\u6bd4\u8f03\uff1a\u8ab0\u80fd\u89e3\u6c7a\u4f60\u7684\u75db\u9ede<\/h2>\n\n\n\n

\u4e0d\u540c\u7522\u696d\u7684\u6392\u7a0b\u9700\u6c42\u5dee\u7570\u6975\u5927\u3002\u88fd\u9020\u696d\u91cd\u8996\u7522\u80fd\u8ca0\u8377\u8207\u4ea4\u671f\u8a08\u7b97\uff0c\u670d\u52d9\u696d\u95dc\u6ce8\u4eba\u529b\u5f48\u6027\u8207\u73ed\u8868\u516c\u5e73\u6027\uff0c\u800c\u7269\u6d41\u696d\u5247\u9700\u8981\u52d5\u614b\u8def\u5f91\u512a\u5316\u3002\u4ee5\u4e0b\u662f\u4e94\u6b3e\u4e3b\u6d41\u5de5\u5177\u7684\u529f\u80fd\u5b9a\u4f4d\uff1a<\/p>\n\n\n\n

\u5de5\u5177\u540d\u7a31<\/th>\u6838\u5fc3\u5f37\u9805<\/th>\u6700\u9069\u5834\u666f<\/th>\u6f14\u7b97\u6cd5\u985e\u578b<\/th><\/tr><\/thead>
ONES Project<\/strong><\/td>\u591a\u5c08\u6848\u8cc7\u6e90\u5e73\u8861\u3001\u7518\u7279\u5716\u8996\u89ba\u5316<\/td>\u5de5\u7a0b\u5c08\u6848\u3001\u7522\u54c1\u958b\u767c<\/td>\u555f\u767c\u5f0f\u6f14\u7b97\u6cd5 + \u898f\u5247\u5f15\u64ce<\/td><\/tr>
Celonis EMS<\/strong><\/td>\u6d41\u7a0b\u6316\u6398\u6574\u5408\u3001\u74f6\u9838\u81ea\u52d5\u8a3a\u65b7<\/td>\u8907\u96dc\u88fd\u9020\u6d41\u7a0b\u3001\u4f9b\u61c9\u93c8\u512a\u5316<\/td>\u6df1\u5ea6\u5b78\u7fd2 + \u6d41\u7a0b\u63a2\u52d8<\/td><\/tr>
Deputy<\/strong><\/td>\u73ed\u8868\u81ea\u52d5\u6392\u7a0b\u3001\u52de\u52d5\u6cd5\u898f\u9075\u5faa<\/td>\u96f6\u552e\u3001\u9910\u98f2\u3001\u91ab\u7642\u7167\u8b77<\/td>\u7d04\u675f\u6eff\u8db3\u6f14\u7b97\u6cd5<\/td><\/tr>
Samsara<\/strong><\/td>\u8eca\u968a\u6392\u7a0b\u3001\u5373\u6642\u8def\u5f91\u8abf\u6574<\/td>\u7269\u6d41\u914d\u9001\u3001\u73fe\u5834\u670d\u52d9<\/td>\u52d5\u614b\u898f\u5283 + \u5730\u7406\u4f4d\u7f6e\u6f14\u7b97<\/td><\/tr>
WorkFusion<\/strong><\/td>\u6a5f\u5668\u4eba\u6d41\u7a0b\u81ea\u52d5\u5316\uff08RPA\uff09\u6574\u5408<\/td>\u5f8c\u53f0\u4f5c\u696d\u3001\u6587\u4ef6\u8655\u7406\u6392\u7a0b<\/td>\u8a8d\u77e5\u81ea\u52d5\u5316 + \u6a5f\u5668\u5b78\u7fd2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cONES Project \u548c Deputy \u63d0\u4f9b\u7684\u300c\u6a21\u64ec\u6a21\u5f0f\u300d\u529f\u80fd\u7279\u5225\u5be6\u7528\u3002\u4f60\u53ef\u4ee5\u5728\u4e0d\u5f71\u97ff\u73fe\u884c\u904b\u4f5c\u7684\u60c5\u6cc1\u4e0b\uff0c\u6e2c\u8a66\u4e0d\u540c\u6392\u7a0b\u7b56\u7565\u7684\u6548\u679c\u3002\u4f8b\u5982\uff0c\u67d0\u98df\u54c1\u5de5\u5ee0\u5728\u6b63\u5f0f\u555f\u7528\u524d\uff0c\u5229\u7528 Deputy \u7684\u6a21\u64ec\u529f\u80fd\u6bd4\u8f03\u4e86\u300c\u56fa\u5b9a\u73ed\u5225\u300d\u8207\u300c\u5f48\u6027\u6392\u73ed\u300d\u5169\u7a2e\u65b9\u6848\uff0c\u767c\u73fe\u5f8c\u8005\u80fd\u964d\u4f4e 18% \u7684\u52a0\u73ed\u6210\u672c\uff0c\u9019\u8b93\u7ba1\u7406\u5c64\u66f4\u6709\u4fe1\u5fc3\u63a8\u52d5\u8b8a\u9769\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0cCelonis \u7684\u6d41\u7a0b\u6316\u6398\u80fd\u529b\u8b93\u5b83\u5728\u8a3a\u65b7\u300c\u96b1\u6027\u74f6\u9838\u300d\u65b9\u9762\u8868\u73fe\u7a81\u51fa\u3002\u67d0\u6c7d\u8eca\u96f6\u4ef6\u5ee0\u5c0e\u5165\u5f8c\u767c\u73fe\uff0c\u539f\u4ee5\u70ba\u662f\u8a2d\u5099\u7522\u80fd\u554f\u984c\uff0c\u5be6\u969b\u4e0a\u662f\u524d\u5f8c\u88fd\u7a0b\u7684\u6279\u91cf\u4e0d\u5339\u914d\u5c0e\u81f4\u7b49\u5f85\u6642\u9593\u904e\u9577\u3002\u9019\u7a2e\u6d1e\u5bdf\u662f\u50b3\u7d71\u6392\u7a0b\u5de5\u5177\u96e3\u4ee5\u63d0\u4f9b\u7684\u3002<\/p>\n\n\n\n

\u6574\u5408\u80fd\u529b\u8a55\u4f30\uff1a\u80fd\u5426\u4e32\u63a5\u4f60\u7684\u73fe\u6709\u7cfb\u7d71<\/h2>\n\n\n\n

AI \u6392\u7a0b\u52a9\u7406\u4e0d\u662f\u5b64\u5cf6\uff0c\u5b83\u5fc5\u9808\u8207\u4f60\u7684 ERP\u3001MES\u3001HRM \u6216 CRM \u7cfb\u7d71\u7121\u7e2b\u5354\u4f5c\u3002\u6574\u5408\u80fd\u529b\u7684\u5f37\u5f31\uff0c\u76f4\u63a5\u6c7a\u5b9a\u4e86\u5c0e\u5165\u6210\u672c\u8207\u8cc7\u6599\u6e96\u78ba\u5ea6\u3002\u56e0\u6b64\uff0c\u5728\u9078\u578b\u6642\u5fc5\u9808\u78ba\u8a8d\u4ee5\u4e0b\u4e09\u500b\u5c64\u9762\uff1a<\/p>\n\n\n\n

API \u958b\u653e\u7a0b\u5ea6\u8207\u6587\u4ef6\u5b8c\u6574\u6027<\/strong>
ONES Project \u63d0\u4f9b RESTful API \u8207 Webhook \u6a5f\u5236\uff0c\u4e26\u9644\u6709\u8a73\u7d30\u7684\u958b\u767c\u8005\u6587\u4ef6\u8207 Python\/JavaScript SDK\u3002\u76f8\u8f03\u4e4b\u4e0b\uff0cDeputy \u7684 API \u96d6\u7136\u529f\u80fd\u5b8c\u6574\uff0c\u4f46\u6587\u4ef6\u7bc4\u4f8b\u8f03\u5c11\uff0c\u9700\u8981\u958b\u767c\u5718\u968a\u6295\u5165\u8f03\u591a\u6642\u9593\u7406\u89e3\u3002WorkFusion \u5247\u63a1\u7528\u300c\u9023\u63a5\u5668\u300d\u67b6\u69cb\uff0c\u5df2\u9810\u5efa\u8d85\u904e 200 \u500b\u4f01\u696d\u8edf\u9ad4\u7684\u6574\u5408\u6a21\u7d44\uff0c\u5305\u62ec SAP\u3001Oracle\u3001Salesforce \u7b49\uff0c\u9019\u5c0d\u7f3a\u4e4f\u958b\u767c\u8cc7\u6e90\u7684\u4f01\u696d\u7279\u5225\u53cb\u5584\u3002<\/p>\n\n\n\n

\u8cc7\u6599\u540c\u6b65\u6a5f\u5236\u8207\u5ef6\u9072\u5bb9\u5fcd\u5ea6<\/strong>
Samsara \u652f\u63f4\u5373\u6642\u96d9\u5411\u540c\u6b65\uff0c\u7576\u6d3e\u8eca\u7cfb\u7d71\u6536\u5230\u81e8\u6642\u8a02\u55ae\u6642\uff0c\u6392\u7a0b\u6703\u5728 5 \u79d2\u5167\u91cd\u65b0\u8a08\u7b97\u4e26\u63a8\u64ad\u7d66\u53f8\u6a5f\u3002\u9019\u5c0d\u7269\u6d41\u696d\u81f3\u95dc\u91cd\u8981\u3002\u76f8\u5c0d\u5730\uff0cCelonis \u63a1\u7528\u300c\u6279\u6b21\u5c0e\u5165 + \u589e\u91cf\u66f4\u65b0\u300d\u6a21\u5f0f\uff0c\u9069\u5408\u751f\u7522\u9031\u671f\u8f03\u9577\u7684\u88fd\u9020\u696d\uff0c\u4f46\u4e0d\u9069\u5408\u9700\u8981\u79d2\u7d1a\u53cd\u61c9\u7684\u5834\u666f\u3002<\/p>\n\n\n\n

\u4e2d\u9593\u4ef6\u76f8\u5bb9\u6027\u8207\u96f2\u7aef\u90e8\u7f72\u9078\u9805<\/strong>
\u5982\u679c\u4f60\u7684\u4f01\u696d\u4f7f\u7528 Azure\u3001AWS \u6216 Google Cloud\uff0cONES Project \u548c Celonis \u90fd\u63d0\u4f9b\u539f\u751f\u96f2\u7aef\u7248\u672c\uff0c\u80fd\u76f4\u63a5\u5229\u7528\u96f2\u5e73\u53f0\u7684\u5b89\u5168\u6027\u8207\u64f4\u5c55\u6027\u3002Deputy \u96d6\u70ba SaaS \u670d\u52d9\uff0c\u4f46\u652f\u63f4\u900f\u904e Zapier \u6216 Microsoft Power Automate \u8207\u6578\u767e\u7a2e\u5de5\u5177\u4e32\u63a5\u3002\u5c0d\u65bc\u4ecd\u63a1\u7528\u5730\u7aef\u90e8\u7f72\u7684\u4f01\u696d\uff0cWorkFusion \u63d0\u4f9b\u6df7\u5408\u96f2\u65b9\u6848\uff0c\u65e2\u80fd\u4fdd\u7559\u654f\u611f\u8cc7\u6599\u5728\u672c\u5730\uff0c\u53c8\u80fd\u4eab\u53d7\u96f2\u7aef AI \u904b\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n

\u67d0\u7d21\u7e54\u5ee0\u7684\u6848\u4f8b\u5f88\u6709\u53c3\u8003\u50f9\u503c\uff1a\u4ed6\u5011\u4f7f\u7528 SAP ECC \u7ba1\u7406\u8a02\u55ae\uff0cMES \u63a7\u5236\u7522\u7dda\uff0cHRM \u7ba1\u7406\u6392\u73ed\u3002\u5c0e\u5165 Celonis \u5f8c\uff0c\u900f\u904e\u9810\u5efa\u7684 SAP \u9023\u63a5\u5668\uff0c\u50c5\u7528 2 \u9031\u5c31\u5b8c\u6210\u8cc7\u6599\u4e32\u63a5\uff0c\u7701\u4e0b\u4e86\u539f\u9810\u4f30 3 \u500b\u6708\u7684\u958b\u767c\u6642\u9593\u3002<\/p>\n\n\n\n

\u50f9\u683c\u65b9\u6848\u8207\u6295\u8cc7\u56de\u5831\u7387\u5206\u6790<\/h2>\n\n\n\n

\u50f9\u683c\u4e0d\u53ea\u662f\u300c\u8cb7\u5f97\u8d77\u8cb7\u4e0d\u8d77\u300d\u7684\u554f\u984c\uff0c\u66f4\u95dc\u4e4e\u300c\u6295\u5165\u591a\u5c11\u3001\u591a\u4e45\u56de\u672c\u300d\u7684\u5546\u696d\u6c7a\u7b56\u3002\u4ee5\u4e0b\u662f\u4e94\u6b3e\u5de5\u5177\u7684\u5b9a\u50f9\u7d50\u69cb\u8207\u96b1\u85cf\u6210\u672c\uff1a<\/p>\n\n\n\n

\u5de5\u5177<\/th>\u8d77\u59cb\u50f9\u683c<\/th>\u8a08\u8cbb\u55ae\u4f4d<\/th>\u5408\u7d04\u671f<\/th>\u5be6\u65bd\u6210\u672c\u4f30\u7b97<\/th><\/tr><\/thead>
ONES Project<\/td>\u6bcf\u7528\u6236 $39\/\u6708<\/td>\u6d3b\u8e8d\u7528\u6236\u6578<\/td>\u5e74\u7d04<\/td>\u4e2d\u7b49\uff08\u9700\u5167\u90e8\u914d\u7f6e\uff09<\/td><\/tr>
Celonis EMS<\/td>$50,000\/\u5e74\u8d77<\/td>\u4f01\u696d\u6388\u6b0a<\/td>\u591a\u5e74\u7d04<\/td>\u9ad8\uff08\u9700\u9867\u554f\u5c0e\u5165\uff09<\/td><\/tr>
Deputy<\/td>\u6bcf\u7528\u6236 $4.5\/\u6708<\/td>\u6392\u73ed\u4eba\u54e1\u6578<\/td>\u6708\u7d04<\/td>\u4f4e\uff08\u81ea\u52a9\u4e0a\u7dda\uff09<\/td><\/tr>
Samsara<\/td>\u6bcf\u8eca $30\/\u6708<\/td>\u8eca\u8f1b\/\u8a2d\u5099\u6578<\/td>\u5e74\u7d04<\/td>\u4e2d\u7b49\uff08\u542b\u786c\u9ad4\u5b89\u88dd\uff09<\/td><\/tr>
WorkFusion<\/td>\u5ba2\u88fd\u5831\u50f9<\/td>\u6d41\u7a0b\u6578\/\u4ea4\u6613\u91cf<\/td>\u591a\u5e74\u7d04<\/td>\u9ad8\uff08\u9700\u6d41\u7a0b\u518d\u9020\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u7136\u800c\uff0c\u63a1\u8cfc\u50f9\u683c\u53ea\u662f\u51b0\u5c71\u4e00\u89d2\u3002\u67d0\u9023\u9396\u9910\u98f2\u96c6\u5718\u5206\u4eab\uff0c\u4ed6\u5011\u9078\u64c7 Deputy \u7684\u539f\u56e0\u4e0d\u53ea\u662f\u6708\u8cbb\u4f4e\uff0c\u66f4\u56e0\u70ba\u300c\u4e0d\u9700\u8981\u984d\u5916\u8cfc\u8cb7\u4f3a\u670d\u5668\u3001\u4e0d\u7528\u8058 IT \u7dad\u904b\u3001\u54e1\u5de5\u7528\u624b\u6a5f\u5c31\u80fd\u6253\u5361\u6392\u73ed\u300d\uff0c\u9019\u4e9b\u96b1\u6027\u7bc0\u7701\u8b93\u7e3d\u64c1\u6709\u6210\u672c\uff08TCO\uff09\u9060\u4f4e\u65bc\u81ea\u5efa\u7cfb\u7d71\u3002<\/p>\n\n\n\n

\u6295\u8cc7\u56de\u5831\u7387\u7684\u4e09\u500b\u95dc\u9375\u6307\u6a19<\/strong>
\u7b2c\u4e00\uff0c\u6548\u7387\u63d0\u5347\u5e45\u5ea6<\/strong>\uff1aDeputy \u7528\u6236\u5e73\u5747\u6e1b\u5c11 70% \u7684\u6392\u73ed\u6642\u9593\uff0c\u82e5\u4f60\u7684 HR \u6bcf\u9031\u82b1 8 \u5c0f\u6642\u505a\u6392\u73ed\uff0c\u4e00\u5e74\u5c31\u80fd\u7701\u4e0b\u7d04 290 \u5c0f\u6642\u4eba\u529b\u6210\u672c\u3002\u7b2c\u4e8c\uff0c\u932f\u8aa4\u6210\u672c\u964d\u4f4e<\/strong>\uff1aCelonis \u7528\u6236\u5831\u544a\uff0c\u6392\u7a0b\u885d\u7a81\u5c0e\u81f4\u7684\u505c\u5de5\u640d\u5931\u5e73\u5747\u4e0b\u964d 45%\uff0c\u5c0d\u88fd\u9020\u696d\u4f86\u8aaa\uff0c\u4e00\u6b21\u505c\u5de5\u640d\u5931\u53ef\u80fd\u9ad8\u9054\u6578\u5341\u842c\u5143\u3002\u7b2c\u4e09\uff0c\u6c7a\u7b56\u54c1\u8cea\u6539\u5584<\/strong>\uff1aONES Project \u7684\u8cc7\u6e90\u8996\u89ba\u5316\u8b93\u5c08\u6848\u5ef6\u671f\u7387\u4e0b\u964d 30%\uff0c\u9019\u5c0d\u9700\u8981\u6e96\u6642\u4ea4\u4ed8\u7684\u5de5\u7a0b\u516c\u53f8\u50f9\u503c\u5de8\u5927\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u8a55\u4f30 ROI \u6642\u61c9\u8a72\u9019\u6a23\u8a08\u7b97\uff1a\u300c\uff08\u5e74\u5ea6\u7bc0\u7701\u7684\u4eba\u529b\u6210\u672c + \u932f\u8aa4\u6210\u672c + \u5ef6\u9072\u640d\u5931\uff09\u00f7\uff08\u8edf\u9ad4\u5e74\u8cbb + \u5be6\u65bd\u6210\u672c + \u8a13\u7df4\u6210\u672c\uff09\u300d\u3002\u4e00\u822c\u4f86\u8aaa\uff0c\u82e5\u9019\u500b\u6bd4\u7387\u8d85\u904e 2.5\uff0c\u5c31\u662f\u503c\u5f97\u6295\u8cc7\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n

\u7528\u6236\u9ad4\u9a57\u8207\u5b78\u7fd2\u66f2\u7dda\uff1a\u5718\u968a\u80fd\u5426\u5feb\u901f\u4e0a\u624b<\/h2>\n\n\n\n

\u6700\u5148\u9032\u7684 AI \u6f14\u7b97\u6cd5\uff0c\u5982\u679c\u4ecb\u9762\u8907\u96dc\u5230\u8b93\u54e1\u5de5\u6392\u65a5\u4f7f\u7528\uff0c\u6700\u7d42\u53ea\u6703\u6dea\u70ba\u300c\u67b6\u4e0a\u7cfb\u7d71\u300d\u3002\u6839\u64da Forrester \u7814\u7a76\uff0c74% \u7684\u6578\u4f4d\u8f49\u578b\u5931\u6557\u6848\u4f8b\uff0c\u6e90\u81ea\u65bc\u300c\u4f7f\u7528\u8005\u6297\u62d2\u300d\u800c\u975e\u6280\u8853\u554f\u984c\u3002\u56e0\u6b64\uff0c\u7528\u6236\u9ad4\u9a57\u7684\u8a55\u4f30\u5fc5\u9808\u5f9e\u4e09\u500b\u89d2\u8272\u51fa\u767c\uff1a<\/p>\n\n\n\n

\u6c7a\u7b56\u8005\u9700\u8981\u7684\u662f\u5100\u8868\u677f\u6e05\u6670\u5ea6<\/strong>
ONES Project \u7684\u57f7\u884c\u9577\u8996\u5716\u80fd\u4e00\u773c\u770b\u51fa\u6240\u6709\u5c08\u6848\u7684\u5065\u5eb7\u72c0\u614b\uff0c\u7d05\u71c8\u8868\u793a\u8cc7\u6e90\u8d85\u8f09\u3001\u9ec3\u71c8\u8868\u793a\u98a8\u96aa\u6d6e\u73fe\u3002Celonis \u5247\u63d0\u4f9b\u300c\u6d41\u7a0b\u6578\u4f4d\u96d9\u751f\u300d\uff0c\u7528\u52d5\u614b\u6d41\u7a0b\u5716\u5c55\u793a\u7576\u4e0b\u7684\u751f\u7522\u72c0\u6cc1\uff0c\u4efb\u4f55\u74f6\u9838\u90fd\u6703\u5373\u6642\u6a19\u7d05\u3002\u9019\u7a2e\u8996\u89ba\u5316\u8a2d\u8a08\u8b93\u9ad8\u5c64\u4e0d\u9700\u8981\u7ffb\u95b1\u5927\u91cf\u5831\u8868\uff0c\u5c31\u80fd\u5feb\u901f\u505a\u51fa\u6c7a\u7b56\u3002<\/p>\n\n\n\n

\u57f7\u884c\u8005\u9700\u8981\u7684\u662f\u64cd\u4f5c\u76f4\u89ba\u6027<\/strong>
Deputy \u7684\u624b\u6a5f App \u4ecb\u9762\u8a2d\u8a08\u50cf\u793e\u4ea4\u8edf\u9ad4\u4e00\u6a23\u7c21\u55ae\uff0c\u54e1\u5de5\u53ef\u4ee5\u300c\u6ed1\u52d5\u5361\u7247\u300d\u4f86\u4ea4\u63db\u73ed\u6b21\u3001\u9ede\u9078\u982d\u50cf\u7533\u8acb\u8acb\u5047\u3002\u67d0\u9023\u9396\u8d85\u5e02\u7684\u5e97\u9577\u8868\u793a\uff1a\u300c\u65b0\u9032\u54e1\u5de5\u4e0d\u7528\u8a13\u7df4\uff0c\u770b\u4e00\u6b21\u5c31\u6703\u7528\u300d\u3002\u76f8\u8f03\u4e4b\u4e0b\uff0cWorkFusion \u56e0\u70ba\u529f\u80fd\u5f37\u5927\uff0c\u4ecb\u9762\u8f03\u70ba\u8907\u96dc\uff0c\u9700\u8981\u81f3\u5c11 2 \u5929\u7684\u8a13\u7df4\u624d\u80fd\u719f\u7df4\u64cd\u4f5c\u3002<\/p>\n\n\n\n

IT \u7dad\u904b\u8005\u9700\u8981\u7684\u662f\u7ba1\u7406\u4fbf\u5229\u6027<\/strong>
Samsara \u7684\u96f2\u7aef\u67b6\u69cb\u610f\u5473\u8457\u300c\u96f6\u7dad\u8b77\u8ca0\u64d4\u300d\uff0c\u7cfb\u7d71\u66f4\u65b0\u3001\u8cc7\u5b89\u9632\u8b77\u90fd\u7531\u539f\u5ee0\u8655\u7406\u3002\u4f46\u5982\u679c\u4f60\u9078\u64c7\u5730\u7aef\u90e8\u7f72\u7684 Celonis\uff0cIT \u5718\u968a\u5c31\u5fc5\u9808\u8ca0\u8cac\u4f3a\u670d\u5668\u7ba1\u7406\u3001\u8cc7\u6599\u5099\u4efd\u8207\u7248\u672c\u5347\u7d1a\u3002\u56e0\u6b64\uff0c\u5728\u8a55\u4f30\u6642\u5fc5\u9808\u8003\u616e\u4f60\u7684 IT \u8cc7\u6e90\u662f\u5426\u5145\u8db3\u3002<\/p>\n\n\n\n

\u5b78\u7fd2\u66f2\u7dda\u7684\u91cf\u5316\u8a55\u4f30<\/strong>
Deputy \u5b98\u65b9\u6578\u64da\u986f\u793a\uff0c80% \u7528\u6236\u5728 1 \u9031\u5167\u5b8c\u6210\u4e0a\u7dda\u3002ONES Project \u63d0\u4f9b\u300c\u6a21\u677f\u5e02\u96c6\u300d\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u5957\u7528\u300c\u654f\u6377\u958b\u767c\u6392\u7a0b\u300d\u6216\u300c\u88fd\u9020\u5c08\u6848\u6392\u7a0b\u300d\u7bc4\u672c\uff0c\u7e2e\u77ed\u8a2d\u5b9a\u6642\u9593\u81f3 3 \u5929\u5167\u3002Celonis \u5247\u9700\u8981 4-6 \u9031\u7684\u9867\u554f\u5c0e\u5165\u671f\uff0c\u4f46\u5176\u6df1\u5ea6\u5206\u6790\u80fd\u529b\u503c\u5f97\u9019\u6a23\u7684\u6295\u8cc7\u3002<\/p>\n\n\n\n

\u5b89\u5168\u6027\u8207\u96b1\u79c1\u4fdd\u8b77\uff1a\u80fd\u5426\u5b88\u4f4f\u4f60\u7684\u8cc7\u6599<\/h2>\n\n\n\n

\u6392\u7a0b\u7cfb\u7d71\u6d89\u53ca\u5927\u91cf\u654f\u611f\u8cc7\u8a0a\uff1a\u54e1\u5de5\u73ed\u8868\u3001\u85aa\u8cc7\u7d50\u69cb\u3001\u5ba2\u6236\u8a02\u55ae\u3001\u7522\u80fd\u6578\u64da\u3002\u4e00\u65e6\u5916\u6d29\uff0c\u4e0d\u50c5\u9762\u81e8\u6cd5\u898f\u7f70\u6b3e\uff0c\u66f4\u53ef\u80fd\u640d\u5bb3\u5546\u696d\u7af6\u722d\u529b\u3002\u56e0\u6b64\uff0c\u5b89\u5168\u6027\u8a55\u4f30\u5fc5\u9808\u6db5\u84cb\u4ee5\u4e0b\u4e94\u500b\u9762\u5411\uff1a<\/p>\n\n\n\n

\u8cc7\u6599\u52a0\u5bc6\u6a19\u6e96<\/strong>
\u4e94\u6b3e\u5de5\u5177\u90fd\u63a1\u7528 AES-256 \u52a0\u5bc6\u50b3\u8f38\u8207\u5132\u5b58\uff0c\u4f46 Celonis \u548c WorkFusion \u984d\u5916\u63d0\u4f9b\u300c\u5ba2\u6236\u81ea\u7ba1\u91d1\u9470\uff08BYOK\uff09\u300d\u9078\u9805\uff0c\u8b93\u4f01\u696d\u5b8c\u5168\u638c\u63a7\u52a0\u5bc6\u91d1\u9470\uff0c\u5373\u4f7f\u96f2\u7aef\u4f9b\u61c9\u5546\u4e5f\u7121\u6cd5\u8b80\u53d6\u4f60\u7684\u8cc7\u6599\u3002\u9019\u5c0d\u91d1\u878d\u3001\u91ab\u7642\u7b49\u9ad8\u5ea6\u76e3\u7ba1\u7522\u696d\u7279\u5225\u91cd\u8981\u3002<\/p>\n\n\n\n

\u6cd5\u898f\u9075\u5faa\u8a8d\u8b49<\/strong>
Deputy \u548c ONES Project \u90fd\u5df2\u901a\u904e ISO 27001\u3001SOC 2 Type II \u8a8d\u8b49\uff0c\u4e26\u7b26\u5408 GDPR \u8207 CCPA \u898f\u7bc4\u3002\u5982\u679c\u4f60\u7684\u4f01\u696d\u670d\u52d9\u6b50\u6d32\u6216\u7f8e\u570b\u5e02\u5834\uff0c\u9019\u4e9b\u8a8d\u8b49\u662f\u5fc5\u8981\u9580\u6abb\u3002Samsara \u9084\u984d\u5916\u53d6\u5f97\u8eca\u968a\u7ba1\u7406\u7279\u5b9a\u7684 FMCSA \u5408\u898f\u8a8d\u8b49\uff0c\u78ba\u4fdd\u53f8\u6a5f\u96b1\u79c1\u8207\u5de5\u6642\u8a18\u9304\u7b26\u5408\u7f8e\u570b\u904b\u8f38\u6cd5\u898f\u3002<\/p>\n\n\n\n

\u6b0a\u9650\u7ba1\u7406\u7cbe\u7d30\u5ea6<\/strong>
ONES Project \u652f\u63f4\u300c\u89d2\u8272\u57fa\u790e\u5b58\u53d6\u63a7\u5236\uff08RBAC\uff09\u300d\u8207\u300c\u5c6c\u6027\u57fa\u790e\u5b58\u53d6\u63a7\u5236\uff08ABAC\uff09\u300d\uff0c\u4f60\u53ef\u4ee5\u8a2d\u5b9a\u300c\u53ea\u6709\u7522\u7dda\u4e3b\u7ba1\u80fd\u770b\u5230\u672c\u5ee0\u5340\u6392\u7a0b\u300d\u3001\u300c\u8ca1\u52d9\u4eba\u54e1\u53ea\u80fd\u67e5\u770b\u6210\u672c\u6578\u64da\u4e0d\u80fd\u4fee\u6539\u6392\u7a0b\u300d\u3002\u9019\u7a2e\u9846\u7c92\u5ea6\u63a7\u5236\uff0c\u80fd\u6709\u6548\u9632\u6b62\u5167\u90e8\u8cc7\u6599\u6feb\u7528\u3002<\/p>\n\n\n\n

\u7a3d\u6838\u65e5\u8a8c\u5b8c\u6574\u6027<\/strong>
Celonis \u548c WorkFusion \u8a18\u9304\u6240\u6709\u64cd\u4f5c\u884c\u70ba\uff0c\u5305\u62ec\u300c\u8ab0\u5728\u4f55\u6642\u4fee\u6539\u4e86\u54ea\u7b46\u6392\u7a0b\u3001\u4fee\u6539\u7406\u7531\u662f\u4ec0\u9ebc\u300d\u3002\u9019\u4e0d\u50c5\u7b26\u5408 ISO \u8981\u6c42\uff0c\u66f4\u5728\u722d\u8b70\u767c\u751f\u6642\u63d0\u4f9b\u660e\u78ba\u8b49\u64da\u3002\u67d0\u88fd\u85e5\u5ee0\u66fe\u5229\u7528 Celonis \u7684\u7a3d\u6838\u65e5\u8a8c\uff0c\u8b49\u660e\u751f\u7522\u5ef6\u9072\u662f\u56e0\u539f\u6599\u4f9b\u61c9\u5546\u5931\u7d04\u800c\u975e\u5167\u90e8\u6392\u7a0b\u5931\u8aa4\uff0c\u6210\u529f\u5411\u4f9b\u61c9\u5546\u6c42\u511f\u3002<\/p>\n\n\n\n

\u707d\u96e3\u5fa9\u539f\u80fd\u529b<\/strong>
Deputy \u8207 ONES Project \u7684\u96f2\u7aef\u7248\u672c\u63d0\u4f9b\u300c99.9% \u53ef\u7528\u6027 SLA\u300d\u8207\u300c\u6bcf\u65e5\u81ea\u52d5\u5099\u4efd\u300d\u3002\u5982\u679c\u767c\u751f\u5340\u57df\u6027\u6545\u969c\uff0c\u7cfb\u7d71\u6703\u81ea\u52d5\u5207\u63db\u81f3\u5099\u63f4\u6a5f\u623f\u3002\u5c0d\u65bc\u63a1\u7528\u5730\u7aef\u90e8\u7f72\u7684\u4f01\u696d\uff0cCelonis \u5efa\u8b70\u642d\u914d\u300c\u7570\u5730\u5099\u63f4\u300d\u65b9\u6848\uff0c\u96d6\u7136\u589e\u52a0 15-20% \u6210\u672c\uff0c\u4f46\u80fd\u78ba\u4fdd\u707d\u96e3\u767c\u751f\u6642\u5feb\u901f\u6062\u5fa9\u904b\u4f5c\u3002<\/p>\n\n\n\n

\u8de8\u5e73\u53f0\u652f\u63f4\u8207\u884c\u52d5\u9ad4\u9a57\uff1a\u96a8\u6642\u96a8\u5730\u638c\u63e1\u6392\u7a0b<\/h2>\n\n\n\n

\u73fe\u4ee3\u5de5\u4f5c\u5834\u666f\u8d8a\u4f86\u8d8a\u5206\u6563\uff1a\u7522\u7dda\u4e3b\u7ba1\u5728\u5ee0\u5340\u5de1\u6aa2\u3001\u5c08\u6848\u7d93\u7406\u5728\u5ba2\u6236\u73fe\u5834\u3001\u53f8\u6a5f\u5728\u8def\u4e0a\u57f7\u884c\u4efb\u52d9\u3002\u5982\u679c\u6392\u7a0b\u7cfb\u7d71\u53ea\u80fd\u5728\u8fa6\u516c\u5ba4\u96fb\u8166\u4f7f\u7528\uff0c\u5c31\u6703\u5927\u5e45\u964d\u4f4e\u61c9\u8b8a\u6548\u7387\u3002\u56e0\u6b64\uff0c\u8de8\u5e73\u53f0\u652f\u63f4\u5df2\u6210\u70ba\u5fc5\u8981\u529f\u80fd\uff1a<\/p>\n\n\n\n

\u884c\u52d5\u88dd\u7f6e\u539f\u751f\u9ad4\u9a57<\/strong>
Deputy \u548c Samsara \u7684\u624b\u6a5f App \u4e0d\u662f\u300c\u7e2e\u5c0f\u7248\u7db2\u9801\u300d\uff0c\u800c\u662f\u91dd\u5c0d\u89f8\u63a7\u64cd\u4f5c\u91cd\u65b0\u8a2d\u8a08\u7684\u539f\u751f\u4ecb\u9762\u3002\u53f8\u6a5f\u53ef\u4ee5\u7528\u8a9e\u97f3\u56de\u5831\u8def\u6cc1\u3001\u73fe\u5834\u4eba\u54e1\u80fd\u62cd\u7167\u4e0a\u50b3\u7570\u5e38\u72c0\u6cc1\uff0c\u9019\u4e9b\u5373\u6642\u8cc7\u8a0a\u6703\u7acb\u523b\u89f8\u767c\u6392\u7a0b\u8abf\u6574\u3002\u67d0\u5feb\u905e\u516c\u53f8\u5c0e\u5165 Samsara \u5f8c\uff0c\u56e0\u4ea4\u901a\u610f\u5916\u5c0e\u81f4\u7684\u5ef6\u8aa4\u7387\u4e0b\u964d 60%\uff0c\u95dc\u9375\u5c31\u5728\u65bc\u7cfb\u7d71\u80fd\u5373\u6642\u91cd\u65b0\u898f\u5283\u8def\u7dda\u4e26\u901a\u77e5\u5176\u4ed6\u53f8\u6a5f\u652f\u63f4\u3002<\/p>\n\n\n\n

\u96e2\u7dda\u4f5c\u696d\u8207\u8cc7\u6599\u540c\u6b65<\/strong>
ONES Project \u7684\u884c\u52d5\u7248\u652f\u63f4\u96e2\u7dda\u6a21\u5f0f\uff0c\u5373\u4f7f\u5728\u8a0a\u865f\u4e0d\u4f73\u7684\u5de5\u5730\u6216\u5de5\u5ee0\uff0c\u4ecd\u80fd\u67e5\u770b\u6392\u7a0b\u8207\u66f4\u65b0\u9032\u5ea6\uff0c\u4e00\u65e6\u6062\u5fa9\u7db2\u8def\u5c31\u6703\u81ea\u52d5\u540c\u6b65\u3002\u9019\u5c0d\u5efa\u7bc9\u3001\u63a1\u7926\u7b49\u504f\u9060\u4f5c\u696d\u5834\u666f\u975e\u5e38\u5be6\u7528\u3002<\/p>\n\n\n\n

\u901a\u77e5\u8207\u63d0\u9192\u6a5f\u5236<\/strong>
Deputy \u6574\u5408\u4e86\u63a8\u64ad\u901a\u77e5\u3001\u7c21\u8a0a\u3001\u96fb\u5b50\u90f5\u4ef6\u4e09\u7a2e\u7ba1\u9053\uff0c\u78ba\u4fdd\u54e1\u5de5\u4e0d\u6703\u932f\u904e\u73ed\u8868\u8b8a\u66f4\u3002\u4f60\u9084\u80fd\u8a2d\u5b9a\u300c\u667a\u6167\u63d0\u9192\u300d\u898f\u5247\uff0c\u4f8b\u5982\u7576\u6392\u7a0b\u885d\u7a81\u6642\u81ea\u52d5\u767c Alert \u7d66\u76f8\u95dc\u4eba\u54e1\uff0c\u800c\u975e\u7b49\u5230\u9694\u5929\u4e0a\u73ed\u624d\u767c\u73fe\u554f\u984c\u3002<\/p>\n\n\n\n

\u9078\u578b\u6c7a\u7b56\u6846\u67b6\uff1a\u627e\u5230\u4f60\u7684\u6700\u4f73\u89e3<\/h2>\n\n\n\n

\u770b\u5b8c\u9019\u9ebc\u591a\u6bd4\u8f03\uff0c\u4f60\u53ef\u80fd\u4ecd\u5728\u7336\u8c6b\u8a72\u9078\u54ea\u4e00\u6b3e\u3002\u4ee5\u4e0b\u63d0\u4f9b\u4e00\u500b\u4e09\u968e\u6bb5\u6c7a\u7b56\u6846\u67b6\uff0c\u5e6b\u52a9\u4f60\u7cfb\u7d71\u5316\u505a\u51fa\u9078\u64c7\uff1a<\/p>\n\n\n\n

\u7b2c\u4e00\u968e\u6bb5\uff1a\u5834\u666f\u9069\u914d\u5ea6\u8a55\u5206\uff0840%\u6b0a\u91cd\uff09<\/strong>
\u5217\u51fa\u4f60\u6700\u75db\u7684\u4e09\u500b\u6392\u7a0b\u554f\u984c\uff0c\u7136\u5f8c\u70ba\u6bcf\u6b3e\u5de5\u5177\u5728\u300c\u89e3\u6c7a\u8a72\u554f\u984c\u7684\u80fd\u529b\u300d\u4e0a\u6253\u5206\u3002\u4f8b\u5982\uff0c\u82e5\u4f60\u7684\u75db\u9ede\u662f\u300c\u8de8\u5c08\u6848\u8cc7\u6e90\u885d\u7a81\u300d\uff0cONES Project \u53ef\u80fd\u5f97 9 \u5206\uff1b\u82e5\u75db\u9ede\u662f\u300c\u5373\u6642\u8def\u5f91\u8abf\u6574\u300d\uff0cSamsara \u6703\u662f\u9ad8\u5206\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\u968e\u6bb5\uff1a\u5be6\u65bd\u53ef\u884c\u6027\u8a55\u4f30\uff0835%\u6b0a\u91cd\uff09<\/strong>
\u8003\u616e\u4f60\u7684 IT \u8cc7\u6e90\u3001\u9810\u7b97\u3001\u6642\u9593\u7a97\u53e3\u3002\u5982\u679c\u4f60\u9700\u8981 3 \u500b\u6708\u5167\u4e0a\u7dda\uff0cDeputy \u7684\u5feb\u901f\u90e8\u7f72\u662f\u512a\u52e2\uff1b\u5982\u679c\u4f60\u6709\u5145\u88d5\u6642\u9593\u8ffd\u6c42\u6700\u4f73\u6548\u679c\uff0cCelonis \u7684\u6df1\u5ea6\u512a\u5316\u503c\u5f97\u6295\u8cc7\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\u968e\u6bb5\uff1a\u9577\u671f\u64f4\u5c55\u6027\u9a57\u8b49\uff0825%\u6b0a\u91cd\uff09<\/strong>
\u554f\u81ea\u5df1\u4e09\u500b\u554f\u984c\uff1a\u672a\u4f86 3 \u5e74\u696d\u52d9\u91cf\u53ef\u80fd\u6210\u9577\u5e7e\u500d\uff1f\u662f\u5426\u8a08\u756b\u9032\u5165\u65b0\u5e02\u5834\u6216\u65b0\u7522\u54c1\u7dda\uff1f\u9019\u5957\u7cfb\u7d71\u80fd\u5426\u96a8\u696d\u52d9\u6210\u9577\u5f48\u6027\u64f4\u5145\uff1f\u9078\u64c7\u64f4\u5c55\u6027\u5f37\u7684\u5e73\u53f0\uff0c\u80fd\u907f\u514d\u300c\u7528\u5169\u5e74\u5c31\u8981\u63db\u7cfb\u7d71\u300d\u7684\u91cd\u8907\u6295\u8cc7\u3002<\/p>\n\n\n\n

\u6700\u5f8c\uff0c\u7121\u8ad6\u9078\u64c7\u54ea\u6b3e\u5de5\u5177\uff0c\u90fd\u5efa\u8b70\u5148\u9032\u884c\u300c\u6982\u5ff5\u9a57\u8b49\uff08POC\uff09\u300d\u3002\u5927\u591a\u6578\u4f9b\u61c9\u5546\u63d0\u4f9b 14-30 \u5929\u8a66\u7528\u671f\uff0c\u4f60\u53ef\u4ee5\u7528\u771f\u5be6\u8cc7\u6599\u6e2c\u8a66\uff0c\u8a55\u4f30\u662f\u5426\u7b26\u5408\u9700\u6c42\u3002\u67d0\u96fb\u5b50\u5ee0\u5c31\u662f\u900f\u904e\u540c\u6642\u8a66\u7528 ONES Project \u8207 Celonis \u5169\u9031\uff0c\u624d\u78ba\u8a8d\u5f8c\u8005\u5728\u6d41\u7a0b\u512a\u5316\u4e0a\u7684\u6548\u679c\u66f4\u7b26\u5408\u9700\u6c42\uff0c\u907f\u514d\u4e86\u932f\u8aa4\u9078\u578b\u7684\u98a8\u96aa\u3002<\/p>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u7cfb\u7d71\u7684\u6574\u5408\u7b56\u7565\uff1a\u5f9e\u5c0e\u5165\u5230\u6301\u7e8c\u512a\u5316<\/h1>\n\n\n\n

\u5c0e\u5165\u524d\u7684\u57fa\u790e\u5efa\u8a2d\uff1a\u4e09\u5927\u6e96\u5099\u9762\u5411\u7f3a\u4e00\u4e0d\u53ef<\/h2>\n\n\n\n

\u5728\u4f60\u9078\u5b9a\u5de5\u5177\u5f8c\uff0c\u771f\u6b63\u7684\u6311\u6230\u624d\u525b\u958b\u59cb\u3002\u6839\u64da McKinsey \u7684\u6578\u4f4d\u8f49\u578b\u7814\u7a76\uff0c70% \u7684\u7cfb\u7d71\u5c0e\u5165\u5931\u6557\u6e90\u81ea\u300c\u6e96\u5099\u4e0d\u8db3\u300d\u800c\u975e\u300c\u5de5\u5177\u4e0d\u4f73\u300d\u3002\u56e0\u6b64\uff0c\u4f60\u9700\u8981\u5728\u6309\u4e0b\u300c\u8cfc\u8cb7\u300d\u9375\u4e4b\u524d\uff0c\u5b8c\u6210\u4e09\u9805\u95dc\u9375\u8a55\u4f30\u3002<\/p>\n\n\n\n

\u9996\u5148\u662f\u73fe\u6cc1\u76e4\u9ede\u8207\u7f3a\u53e3\u5206\u6790<\/strong>\u3002\u5efa\u7acb\u4e00\u4efd\u300c\u6392\u7a0b\u6d41\u7a0b\u5065\u6aa2\u8868\u300d\uff0c\u8a18\u9304\u76ee\u524d\u624b\u52d5\u6392\u7a0b\u7684\u6bcf\u500b\u6b65\u9a5f\u3001\u6240\u9700\u6642\u9593\u3001\u6d89\u53ca\u4eba\u54e1\u8207\u75db\u9ede\u3002\u4f8b\u5982\uff0c\u67d0\u88fd\u9020\u696d\u5ba2\u6236\u767c\u73fe\u4ed6\u5011\u7684\u6392\u7a0b\u6d41\u7a0b\u5305\u542b 17 \u500b\u4eba\u5de5\u78ba\u8a8d\u9ede\uff0c\u5176\u4e2d 8 \u500b\u53ef\u88ab\u81ea\u52d5\u5316\u53d6\u4ee3\u3002\u9019\u4efd\u76e4\u9ede\u4e0d\u50c5\u5e6b\u52a9\u4f60\u8a2d\u5b9a\u5c0e\u5165\u76ee\u6a19\uff0c\u66f4\u80fd\u8b93\u5718\u968a\u7406\u89e3\u300c\u70ba\u4ec0\u9ebc\u8981\u6539\u8b8a\u300d\u3002<\/p>\n\n\n\n

\u5176\u6b21\u662f\u8cc7\u6599\u54c1\u8cea\u6aa2\u6838<\/strong>\u3002AI \u6392\u7a0b\u7cfb\u7d71\u7684\u6548\u80fd\u76f4\u63a5\u53d6\u6c7a\u65bc\u8f38\u5165\u8cc7\u6599\u7684\u6e96\u78ba\u6027\u3002\u4f60\u9700\u8981\u6aa2\u67e5\uff1a\u6b77\u53f2\u8a02\u55ae\u8cc7\u6599\u662f\u5426\u5b8c\u6574\uff08\u81f3\u5c11 6 \u500b\u6708\uff09\u3001\u4eba\u54e1\u6280\u80fd\u77e9\u9663\u662f\u5426\u66f4\u65b0\u3001\u8a2d\u5099\u7522\u80fd\u6578\u64da\u662f\u5426\u53ef\u4fe1\u3002\u5982\u679c\u4f60\u7684\u8cc7\u6599\u5b8c\u6574\u5ea6\u4f4e\u65bc 80%\uff0c\u5efa\u8b70\u5148\u82b1 4-6 \u9031\u9032\u884c\u8cc7\u6599\u6e05\u7406\uff0c\u800c\u975e\u6025\u8457\u5c0e\u5165\u7cfb\u7d71\u3002<\/p>\n\n\n\n

\u6700\u5f8c\u662f\u7d44\u7e54\u6e96\u5099\u5ea6\u8a55\u4f30<\/strong>\u3002\u4f7f\u7528 ADKAR \u8b8a\u9769\u7ba1\u7406\u6a21\u578b\uff0c\u8a55\u4f30\u5718\u968a\u5c0d\u8b8a\u9769\u7684\u300c\u610f\u8b58\uff08Awareness\uff09\u3001\u6e34\u671b\uff08Desire\uff09\u3001\u77e5\u8b58\uff08Knowledge\uff09\u3001\u80fd\u529b\uff08Ability\uff09\u3001\u5f37\u5316\uff08Reinforcement\uff09\u300d\u4e94\u500b\u9762\u5411\u3002\u67d0\u7269\u6d41\u516c\u53f8\u5728\u5c0e\u5165\u524d\u9032\u884c\u8abf\u67e5\uff0c\u767c\u73fe\u6392\u7a0b\u4eba\u54e1\u7684\u300c\u6e34\u671b\u300d\u5f97\u5206\u50c5 4 \u5206\uff08\u6eff\u5206 10 \u5206\uff09\uff0c\u56e0\u6b64\u5148\u8209\u8fa6\u4e86\u4e09\u5834\u300cAI \u5982\u4f55\u8b93\u6392\u7a0b\u5de5\u4f5c\u66f4\u8f15\u9b06\u300d\u7684\u5de5\u4f5c\u574a\uff0c\u5c07\u5f97\u5206\u63d0\u5347\u81f3 7 \u5206\u5f8c\u624d\u6b63\u5f0f\u555f\u52d5\u3002<\/p>\n\n\n\n

\u8cc7\u6599\u6cbb\u7406\u6846\u67b6\uff1a\u5efa\u7acb AI \u53ef\u4fe1\u8cf4\u7684\u8cc7\u8a0a\u57fa\u790e<\/h2>\n\n\n\n

\u7576\u7cfb\u7d71\u4e0a\u7dda\u5f8c\uff0c\u8cc7\u6599\u54c1\u8cea\u7684\u7dad\u6301\u6bd4\u521d\u671f\u5efa\u7f6e\u66f4\u56f0\u96e3\u3002\u56e0\u6b64\uff0c\u4f60\u9700\u8981\u4e00\u5957\u6301\u7e8c\u904b\u4f5c\u7684\u8cc7\u6599\u6cbb\u7406\u6a5f\u5236<\/strong>\uff0c\u800c\u975e\u4e00\u6b21\u6027\u7684\u8cc7\u6599\u6e05\u7406\u5c08\u6848\u3002<\/p>\n\n\n\n

\u5efa\u8b70\u63a1\u7528\u300c\u4e09\u5c64\u8cc7\u6599\u54c1\u8cea\u7ba1\u63a7\u300d\u67b6\u69cb\u3002\u7b2c\u4e00\u5c64\u662f\u81ea\u52d5\u5316\u9a57\u8b49\u898f\u5247<\/strong>\uff1a\u5728\u8cc7\u6599\u8f38\u5165\u9ede\u8a2d\u7f6e\u5373\u6642\u6aa2\u67e5\uff0c\u4f8b\u5982\u8a02\u55ae\u6578\u91cf\u4e0d\u5f97\u70ba\u8ca0\u3001\u4eba\u54e1\u6280\u80fd\u7b49\u7d1a\u5fc5\u9808\u5728 1-5 \u4e4b\u9593\u3001\u8a2d\u5099\u7dad\u8b77\u9031\u671f\u4e0d\u5f97\u8d85\u904e 90 \u5929\u3002\u9019\u4e9b\u898f\u5247\u53ef\u963b\u64cb 80% \u7684\u932f\u8aa4\u8cc7\u6599\u9032\u5165\u7cfb\u7d71\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\u5c64\u662f\u4f8b\u5916\u76e3\u63a7\u5100\u8868\u677f<\/strong>\u3002\u8a2d\u5b9a\u7570\u5e38\u6307\u6a19\uff0c\u4f8b\u5982\u300c\u55ae\u65e5\u8a02\u55ae\u91cf\u9a5f\u589e 50% \u4ee5\u4e0a\u300d\u6216\u300c\u4eba\u54e1\u7f3a\u52e4\u7387\u7a81\u7834\u6b77\u53f2\u9ad8\u9ede\u300d\u6642\uff0c\u7cfb\u7d71\u81ea\u52d5\u767c\u9001\u8b66\u793a\u3002\u9019\u80fd\u5e6b\u52a9\u4f60\u5728\u8cc7\u6599\u7570\u5e38\u5f71\u97ff\u6392\u7a0b\u7d50\u679c\u524d\u4ecb\u5165\u8655\u7406\u3002\u67d0\u670d\u52d9\u696d\u5ba2\u6236\u900f\u904e\u6b64\u6a5f\u5236\uff0c\u5728\u65fa\u5b63\u958b\u59cb\u524d\u4e00\u9031\u5c31\u767c\u73fe\u4eba\u529b\u8cc7\u6599\u672a\u66f4\u65b0\uff0c\u53ca\u6642\u907f\u514d\u4e86\u6392\u7a0b\u5931\u6e96\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\u5c64\u662f\u5b9a\u671f\u4eba\u5de5\u7a3d\u6838<\/strong>\u3002\u6bcf\u6708\u62bd\u67e5 5% \u7684\u6392\u7a0b\u7d50\u679c\uff0c\u6bd4\u5c0d\u5be6\u969b\u57f7\u884c\u72c0\u6cc1\u8207\u7cfb\u7d71\u5efa\u8b70\uff0c\u6aa2\u8996\u504f\u5dee\u539f\u56e0\u3002\u5982\u679c\u504f\u5dee\u4e3b\u8981\u4f86\u81ea\u300c\u8cc7\u6599\u904e\u6642\u300d\uff08\u4f8b\u5982\u8a2d\u5099\u7522\u80fd\u5df2\u8b8a\u66f4\u4f46\u7cfb\u7d71\u672a\u66f4\u65b0\uff09\uff0c\u5247\u9700\u8abf\u6574\u8cc7\u6599\u66f4\u65b0\u983b\u7387\uff1b\u5982\u679c\u4f86\u81ea\u300c\u898f\u5247\u4e0d\u9069\u7528\u300d\uff08\u4f8b\u5982\u65fa\u5b63\u5f48\u6027\u9700\u6c42\u7cfb\u7d71\u672a\u80fd\u53cd\u6620\uff09\uff0c\u5247\u9700\u512a\u5316\u6f14\u7b97\u6cd5\u53c3\u6578\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u6307\u5b9a\u300c\u8cc7\u6599\u7ba1\u7406\u54e1\u300d\u89d2\u8272\u81f3\u95dc\u91cd\u8981\u3002\u9019\u500b\u4eba\u4e0d\u9700\u8981\u662f IT \u5c08\u5bb6\uff0c\u4f46\u5fc5\u9808\u7406\u89e3\u696d\u52d9\u908f\u8f2f\u3001\u719f\u6089\u8cc7\u6599\u4f86\u6e90\u3001\u6709\u6b0a\u5354\u8abf\u8de8\u90e8\u9580\u66f4\u65b0\u3002\u67d0\u88fd\u9020\u696d\u5ba2\u6236\u5c07\u6b64\u89d2\u8272\u8ce6\u4e88\u8cc7\u6df1\u6392\u7a0b\u4eba\u54e1\uff0c\u7d50\u679c\u8cc7\u6599\u6e96\u78ba\u5ea6\u5f9e 75% \u63d0\u5347\u81f3 92%\uff0c\u56e0\u70ba\u5979\u80fd\u7acb\u5373\u8fa8\u8b58\u4e0d\u5408\u7406\u6578\u64da\u4e26\u8ffd\u6eaf\u6e90\u982d\u4fee\u6b63\u3002<\/p>\n\n\n\n

\u8b8a\u9769\u7ba1\u7406\u5be6\u6230\uff1a\u8b93\u5718\u968a\u5f9e\u6297\u62d2\u5230\u64c1\u62b1<\/h2>\n\n\n\n

\u6280\u8853\u554f\u984c\u5f80\u5f80\u6bd4\u4eba\u7684\u554f\u984c\u5bb9\u6613\u89e3\u6c7a\u3002\u56e0\u6b64\uff0c\u4f60\u9700\u8981\u4e00\u5957\u7d50\u69cb\u5316\u7684\u8b8a\u9769\u7ba1\u7406\u7b56\u7565<\/strong>\uff0c\u800c\u975e\u50c5\u9760\u9ad8\u5c64\u5ba3\u5c0e\u6216\u55ae\u6b21\u57f9\u8a13\u3002<\/p>\n\n\n\n

\u555f\u52d5\u671f\uff08\u5c0e\u5165\u524d 1-2 \u500b\u6708\uff09<\/strong>\uff1a\u7d44\u5efa\u300c\u8b8a\u9769\u5927\u4f7f\u5718\u968a\u300d\uff0c\u5f9e\u5404\u90e8\u9580\u6311\u9078 2-3 \u4f4d\u610f\u898b\u9818\u8896\uff0c\u8b93\u4ed6\u5011\u63d0\u524d\u9ad4\u9a57\u7cfb\u7d71\u4e26\u53c3\u8207\u6d41\u7a0b\u8a2d\u8a08\u3002\u9019\u4e9b\u4eba\u5c07\u6210\u70ba\u65e5\u5f8c\u63a8\u5ee3\u7684\u95dc\u9375\u529b\u91cf\u3002\u540c\u6642\uff0c\u8209\u8fa6\u300c\u73fe\u72c0\u75db\u9ede\u6536\u96c6\u5de5\u4f5c\u574a\u300d\uff0c\u8b93\u5718\u968a\u89aa\u81ea\u5217\u51fa\u6392\u7a0b\u56f0\u64fe\uff0c\u4e26\u8aaa\u660e\u65b0\u7cfb\u7d71\u5982\u4f55\u89e3\u6c7a\u2014\u2014\u7576\u6539\u8b8a\u8207\u4ed6\u5011\u7684\u75db\u9ede\u76f4\u63a5\u76f8\u95dc\u6642\uff0c\u63a5\u53d7\u5ea6\u6703\u986f\u8457\u63d0\u5347\u3002<\/p>\n\n\n\n

\u904e\u6e21\u671f\uff08\u4e0a\u7dda\u5f8c 3 \u500b\u6708\uff09<\/strong>\uff1a\u63a1\u7528\u300c\u96d9\u8ecc\u904b\u884c\u300d\u7b56\u7565\u3002\u524d 4 \u9031\u7cfb\u7d71\u50c5\u63d0\u4f9b\u5efa\u8b70\u800c\u975e\u5f37\u5236\u57f7\u884c\uff0c\u8b93\u6392\u7a0b\u4eba\u54e1\u6bd4\u5c0d\u4eba\u5de5\u6392\u7a0b\u8207 AI \u5efa\u8b70\u7684\u5dee\u7570\u3002\u67d0\u7269\u6d41\u516c\u53f8\u5728\u6b64\u671f\u9593\u767c\u73fe\uff0cAI \u5efa\u8b70\u7684\u6e96\u6642\u4ea4\u4ed8\u7387\u6bd4\u4eba\u5de5\u9ad8 12%\uff0c\u9019\u500b\u5177\u9ad4\u6578\u64da\u6d88\u9664\u4e86\u5718\u968a\u7684\u7591\u616e\u3002\u7b2c 5-8 \u9031\u9010\u6b65\u63d0\u9ad8\u7cfb\u7d71\u6b0a\u91cd\uff0c\u7b2c 9-12 \u9031\u624d\u5b8c\u5168\u5207\u63db\u3002<\/p>\n\n\n\n

\u7a69\u5b9a\u671f\uff08\u4e0a\u7dda\u5f8c 4-12 \u500b\u6708\uff09<\/strong>\uff1a\u5efa\u7acb\u300c\u6301\u7e8c\u6539\u9032\u6a5f\u5236\u300d\u3002\u6bcf\u96d9\u9031\u8209\u884c 30 \u5206\u9418\u7684\u300c\u6392\u7a0b\u512a\u5316\u6703\u8b70\u300d\uff0c\u8a0e\u8ad6\u7cfb\u7d71\u8868\u73fe\u3001\u6536\u96c6\u6539\u9032\u5efa\u8b70\u3001\u8abf\u6574\u53c3\u6578\u3002\u67d0\u88fd\u9020\u696d\u5ba2\u6236\u900f\u904e\u6b64\u6a5f\u5236\uff0c\u5728 6 \u500b\u6708\u5167\u7d2f\u7a4d\u4e86 47 \u9805\u512a\u5316\u5efa\u8b70\uff0c\u5176\u4e2d 32 \u9805\u88ab\u63a1\u7d0d\u57f7\u884c\uff0c\u4f7f\u6392\u7a0b\u6e96\u78ba\u5ea6\u5f9e 85% \u63d0\u5347\u81f3 94%\u3002<\/p>\n\n\n\n

\u95dc\u9375\u662f\u5c07\u6297\u62d2\u8f49\u5316\u70ba\u53c3\u8207<\/strong>\u3002\u7576\u6392\u7a0b\u4eba\u54e1\u62b1\u6028\u300c\u7cfb\u7d71\u4e0d\u61c2\u5be6\u969b\u72c0\u6cc1\u300d\u6642\uff0c\u9080\u8acb\u4ed6\u5011\u52a0\u5165\u300c\u898f\u5247\u8abf\u6821\u5c0f\u7d44\u300d\uff1b\u7576\u4e3b\u7ba1\u64d4\u5fc3\u300c\u5931\u53bb\u63a7\u5236\u6b0a\u300d\u6642\uff0c\u7d66\u4e88\u4ed6\u5011\u300c\u5426\u6c7a\u6b0a\u300d\u4f46\u8981\u6c42\u8aaa\u660e\u7406\u7531\u3002\u67d0\u670d\u52d9\u696d\u5ba2\u6236\u8a2d\u8a08\u4e86\u300cAI \u5efa\u8b70\u63a1\u7d0d\u7387\u300d\u5100\u8868\u677f\uff0c\u7576\u63a1\u7d0d\u7387\u6301\u7e8c\u9ad8\u65bc 90% \u6642\uff0c\u4ee3\u8868\u7cfb\u7d71\u5df2\u7372\u5f97\u4fe1\u4efb\uff1b\u4f4e\u65bc 80% \u6642\u5247\u555f\u52d5\u6df1\u5ea6\u6aa2\u8a0e\u3002<\/p>\n\n\n\n

KPI \u8a2d\u8a08\u8207\u7e3e\u6548\u8ffd\u8e64\uff1a\u5f9e\u7d93\u9a57\u6cd5\u5247\u5230\u6578\u64da\u9a45\u52d5<\/h2>\n\n\n\n

\u5c0e\u5165 AI \u6392\u7a0b\u7cfb\u7d71\u7684\u6700\u7d42\u76ee\u7684\u662f\u63d0\u5347\u71df\u904b\u7e3e\u6548\uff0c\u56e0\u6b64\u4f60\u9700\u8981\u4e00\u5957\u91cf\u5316\u7684\u6210\u6548\u8a55\u4f30\u6846\u67b6<\/strong>\uff0c\u8b49\u660e\u6295\u8cc7\u56de\u5831\u4e26\u6307\u5f15\u6301\u7e8c\u512a\u5316\u65b9\u5411\u3002<\/p>\n\n\n\n

\u5efa\u8b70\u63a1\u7528\u300c\u4e09\u5c64 KPI \u67b6\u69cb\u300d\u3002\u7b2c\u4e00\u5c64\u662f\u7cfb\u7d71\u904b\u4f5c\u6307\u6a19<\/strong>\uff1a\u6392\u7a0b\u751f\u6210\u6642\u9593\u3001\u6f14\u7b97\u6cd5\u57f7\u884c\u6210\u529f\u7387\u3001\u8cc7\u6599\u66f4\u65b0\u983b\u7387\u3001\u4f7f\u7528\u8005\u64cd\u4f5c\u932f\u8aa4\u7387\u3002\u9019\u4e9b\u6307\u6a19\u53cd\u6620\u7cfb\u7d71\u5065\u5eb7\u5ea6\uff0c\u82e5\u751f\u6210\u6642\u9593\u5f9e 2 \u5206\u9418\u98c6\u5347\u5230 20 \u5206\u9418\uff0c\u4ee3\u8868\u9700\u8981\u512a\u5316\u6f14\u7b97\u6cd5\u6216\u64f4\u5145\u904b\u7b97\u8cc7\u6e90\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\u5c64\u662f\u696d\u52d9\u5f71\u97ff\u6307\u6a19<\/strong>\uff1a\u6e96\u6642\u4ea4\u4ed8\u7387\u3001\u8cc7\u6e90\u5229\u7528\u7387\u3001\u52a0\u73ed\u6642\u6578\u3001\u8a02\u55ae\u4ea4\u671f\u3001\u5eab\u5b58\u9031\u8f49\u7387\u3002\u9019\u4e9b\u662f AI \u6392\u7a0b\u61c9\u6539\u5584\u7684\u6838\u5fc3\u76ee\u6a19\u3002\u67d0\u88fd\u9020\u696d\u5ba2\u6236\u8a2d\u5b9a\u300c\u6e96\u6642\u4ea4\u4ed8\u7387\u5f9e 82% \u63d0\u5347\u81f3 90%\u300d\u70ba\u76ee\u6a19\uff0c\u4e26\u6bcf\u9031\u8ffd\u8e64\uff0c\u7d50\u679c\u5728\u7b2c 5 \u500b\u6708\u9054\u6a19\uff0c\u7b2c 12 \u500b\u6708\u751a\u81f3\u9054\u5230 94%\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\u5c64\u662f\u8ca1\u52d9\u6548\u76ca\u6307\u6a19<\/strong>\uff1a\u6392\u7a0b\u4eba\u529b\u6210\u672c\u7bc0\u7701\u3001\u52a0\u73ed\u8cbb\u6e1b\u5c11\u3001\u71df\u6536\u63d0\u5347\uff08\u56e0\u4ea4\u671f\u7e2e\u77ed\uff09\u3001\u7f70\u6b3e\u964d\u4f4e\uff08\u56e0\u9055\u7d04\u6e1b\u5c11\uff09\u3002\u5c07\u9019\u4e9b\u6578\u5b57\u8207\u7cfb\u7d71\u6295\u8cc7\u6210\u672c\u6bd4\u8f03\uff0c\u8a08\u7b97 ROI\u3002\u67d0\u7269\u6d41\u516c\u53f8\u7d71\u8a08\u5c0e\u5165\u4e00\u5e74\u5f8c\uff0c\u7bc0\u7701\u6392\u7a0b\u4eba\u529b 30%\u3001\u6e1b\u5c11\u52a0\u73ed\u8cbb 18%\u3001\u63d0\u5347\u6e96\u6642\u7387\u5e36\u4f86\u71df\u6536\u6210\u9577 5%\uff0c\u7e3d\u6548\u76ca\u9054\u6295\u8cc7\u6210\u672c\u7684 3.2 \u500d\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u5efa\u7acb\u5c0d\u7167\u7d44\u9a57\u8b49\u6a5f\u5236<\/strong>\u3002\u82e5\u4f60\u6709\u591a\u500b\u71df\u904b\u64da\u9ede\uff0c\u53ef\u9078\u64c7\u4e00\u500b\u5148\u5c0e\u5165\u3001\u4e00\u500b\u66ab\u4e0d\u5c0e\u5165\uff0c\u6bd4\u8f03\u5169\u8005\u7e3e\u6548\u5dee\u7570\u3002\u6216\u5728\u540c\u4e00\u64da\u9ede\u9078\u64c7\u90e8\u5206\u7522\u7dda\/\u73ed\u6b21\u4f7f\u7528 AI\u3001\u90e8\u5206\u7dad\u6301\u4eba\u5de5\uff0c\u9032\u884c A\/B \u6e2c\u8a66\u3002\u67d0\u670d\u52d9\u696d\u5ba2\u6236\u7528\u6b64\u65b9\u6cd5\u767c\u73fe\uff0c\u4f7f\u7528 AI \u6392\u73ed\u7684\u9580\u5e02\u4eba\u54e1\u6eff\u610f\u5ea6\u9ad8 15%\uff0c\u9867\u5ba2\u62b1\u6028\u7387\u4f4e 22%\uff0c\u9019\u6210\u70ba\u5168\u9762\u63a8\u5ee3\u7684\u6709\u529b\u8b49\u64da\u3002<\/p>\n\n\n\n

\u6700\u5f8c\uff0c\u8a2d\u5b9a\u300c\u7e3e\u6548\u6aa2\u8a0e\u91cc\u7a0b\u7891\u300d\uff1a\u5c0e\u5165\u5f8c 1 \u500b\u6708\uff08\u9a57\u8b49\u7cfb\u7d71\u7a69\u5b9a\u6027\uff09\u30013 \u500b\u6708\uff08\u8a55\u4f30\u521d\u6b65\u6210\u6548\uff09\u30016 \u500b\u6708\uff08\u8a08\u7b97 ROI\uff09\u300112 \u500b\u6708\uff08\u6c7a\u5b9a\u64f4\u5c55\u6216\u8abf\u6574\u7b56\u7565\uff09\u3002\u6bcf\u500b\u91cc\u7a0b\u7891\u90fd\u61c9\u6709\u660e\u78ba\u7684\u8a55\u4f30\u5831\u544a\uff0c\u5305\u542b\u91cf\u5316\u6578\u64da\u3001\u5718\u968a\u56de\u994b\u8207\u6539\u9032\u5efa\u8b70\uff0c\u78ba\u4fdd\u5c0e\u5165\u5c08\u6848\u4e0d\u6703\u864e\u982d\u86c7\u5c3e\u3002<\/p>\n\n\n\n

\n\n\n\n

\u5be6\u7528\u5de5\u5177\uff1a\u5c0e\u5165\u6210\u719f\u5ea6\u81ea\u8a55\u8868<\/strong><\/p>\n\n\n\n

\u8a55\u4f30\u9762\u5411<\/th>\u6aa2\u6838\u9805\u76ee<\/th>\u9054\u6a19\u6a19\u6e96<\/th>\u4f60\u7684\u5206\u6578\uff081-5\uff09<\/th><\/tr><\/thead>
\u8cc7\u6599\u6e96\u5099<\/strong><\/td>\u6b77\u53f2\u8cc7\u6599\u5b8c\u6574\u6027<\/td>\u81f3\u5c11 6 \u500b\u6708\u3001\u5b8c\u6574\u5ea6 \u226580%<\/td> <\/td><\/tr>
 <\/td>\u4e3b\u8cc7\u6599\u54c1\u8cea<\/td>\u4eba\u54e1\/\u8a2d\u5099\/\u7522\u80fd\u8cc7\u6599\u6e96\u78ba\u5ea6 \u226590%<\/td> <\/td><\/tr>
\u7d44\u7e54\u6e96\u5099<\/strong><\/td>\u9ad8\u5c64\u652f\u6301\u5ea6<\/td>\u660e\u78ba\u7684\u9810\u7b97\u8207\u6388\u6b0a<\/td> <\/td><\/tr>
 <\/td>\u5718\u968a\u63a5\u53d7\u5ea6<\/td>\u95dc\u9375\u4f7f\u7528\u8005\u8a8d\u540c\u5ea6 \u226570%<\/td> <\/td><\/tr>
\u6280\u8853\u6e96\u5099<\/strong><\/td>IT \u57fa\u790e\u5efa\u8a2d<\/td>\u7cfb\u7d71\u6574\u5408\u80fd\u529b\u3001\u7db2\u8def\u7a69\u5b9a\u6027<\/td> <\/td><\/tr>
 <\/td>\u6280\u8853\u652f\u63f4<\/td>\u5167\u90e8\u6216\u5916\u90e8\u6280\u8853\u5718\u968a\u5c31\u4f4d<\/td> <\/td><\/tr>
\u6d41\u7a0b\u6e96\u5099<\/strong><\/td>\u73fe\u6cc1\u6d41\u7a0b\u6587\u4ef6\u5316<\/td>\u5b8c\u6574\u7684\u6392\u7a0b\u6d41\u7a0b\u8aaa\u660e<\/td> <\/td><\/tr>
 <\/td>\u8b8a\u9769\u7ba1\u7406\u8a08\u756b<\/td>\u57f9\u8a13\u3001\u6e9d\u901a\u3001\u6fc0\u52f5\u6a5f\u5236\u5b8c\u6574<\/td> <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u8a55\u5206\u6a19\u6e96<\/strong>\uff1a\u7e3d\u5206 \u226528 \u5206\u53ef\u555f\u52d5\u5c0e\u5165\uff1b20-27 \u5206\u9700\u88dc\u5f37\u5f31\u9805\uff1b<20 \u5206\u5efa\u8b70\u5ef6\u5f8c\u4e26\u512a\u5148\u6539\u5584\u57fa\u790e\u3002<\/p>\n\n\n\n

\u4f60\u5df2\u7d93\u8d70\u5b8c\u9078\u578b\u7684\u65c5\u7a0b\uff0c\u73fe\u5728\u662f\u5c07\u300c\u7d19\u4e0a\u85cd\u5716\u300d\u8f49\u5316\u70ba\u300c\u71df\u904b\u5be6\u529b\u300d\u7684\u6642\u523b\u3002\u8a18\u4f4f\uff0cAI \u6392\u7a0b\u7cfb\u7d71\u7684\u50f9\u503c\u4e0d\u5728\u65bc\u6280\u8853\u672c\u8eab\uff0c\u800c\u5728\u65bc\u5b83\u5982\u4f55\u8207\u4f60\u7684\u5718\u968a\u3001\u6d41\u7a0b\u3001\u6587\u5316\u878d\u5408\u3002\u7576\u7cfb\u7d71\u5efa\u8b70\u8207\u4eba\u985e\u7d93\u9a57\u76f8\u8f14\u76f8\u6210\u3001\u7576\u8cc7\u6599\u54c1\u8cea\u6210\u70ba\u65e5\u5e38\u7fd2\u6163\u3001\u7576\u7e3e\u6548\u6539\u5584\u8f49\u5316\u70ba\u5718\u968a\u4fe1\u5fc3\uff0c\u4f60\u5c31\u4e0d\u53ea\u662f\u5c0e\u5165\u4e86\u4e00\u5957\u5de5\u5177\uff0c\u800c\u662f\u5efa\u7acb\u4e86\u4e00\u5957\u6301\u7e8c\u9032\u5316\u7684\u71df\u904b\u80fd\u529b\u3002<\/p>\n\n\n\n

\u7d50\u8ad6<\/h2>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u7cfb\u7d71\u662f\u4f01\u696d\u512a\u5316\u8cc7\u6e90\u914d\u7f6e\u7684\u95dc\u9375\u5de5\u5177\uff0c\u80fd\u5927\u5e45\u63d0\u5347\u6548\u7387\u3001\u6e96\u78ba\u6027\u4e26\u964d\u4f4e\u5c0d\u500b\u4eba\u7d93\u9a57\u7684\u4f9d\u8cf4\u3002\u9078\u64c7\u5408\u9069\u7684\u7cfb\u7d71\u6642\uff0c\u61c9\u8a55\u4f30\u5176\u529f\u80fd\u9069\u914d\u5ea6\u3001\u6574\u5408\u80fd\u529b\u3001\u4f7f\u7528\u8005\u9ad4\u9a57\u53ca\u5b89\u5168\u6027\uff0c\u4e26\u8003\u91cf\u6295\u8cc7\u56de\u5831\u7387\u3002\u6210\u529f\u5c0e\u5165\u95dc\u9375\u5728\u65bc\u5b8c\u5584\u7684\u8cc7\u6599\u6cbb\u7406\u6a5f\u5236\u3001\u7d50\u69cb\u5316\u7684\u8b8a\u9769\u7ba1\u7406\u7b56\u7565\u53ca\u91cf\u5316\u7684\u7e3e\u6548\u8ffd\u8e64\u6846\u67b6\u3002\u8a18\u4f4f\uff0c\u667a\u80fd\u6392\u7a0b\u7684\u50f9\u503c\u4e0d\u53ea\u5728\u65bc\u6280\u8853\u672c\u8eab\uff0c\u66f4\u5728\u65bc\u5b83\u5982\u4f55\u878d\u5165\u4f01\u696d\u6d41\u7a0b\uff0c\u5c07\u8cc7\u6599\u8f49\u5316\u70ba\u6c7a\u7b56\u512a\u52e2\uff0c\u5be6\u73fe\u5f9e\u88ab\u52d5\u6551\u706b\u5230\u4e3b\u52d5\u9810\u9632\u7684\u7ba1\u7406\u6a21\u5f0f\u8f49\u8b8a\u3002<\/p>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u662f\u4ec0\u9ebc\uff1f<\/h3>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\uff08AI \u6392\u7a0b\u52a9\u7406\uff09\u662f\u7d50\u5408\u6a5f\u5668\u5b78\u7fd2\u3001\u7d04\u675f\u6c42\u89e3\u8207\u9810\u6e2c\u5206\u6790\u7684\u6c7a\u7b56\u7cfb\u7d71\u3002\u5b83\u4e0d\u53ea\u7167\u898f\u5247\u6392\u8868\uff0c\u9084\u6703\u5f9e\u6b77\u53f2\u8207\u5373\u6642\u6578\u64da\u5b78\u7fd2\u6a21\u5f0f\uff0c\u505a\u591a\u76ee\u6a19\u512a\u5316\uff0c\u5728\u4ea4\u671f\u3001\u6210\u672c\u3001\u8cc7\u6e90\u5229\u7528\u9593\u7522\u751f\u53ef\u57f7\u884c\u65b9\u6848\u4e26\u6301\u7e8c\u81ea\u6211\u4fee\u6b63\u3002<\/p>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u600e\u9ebc\u904b\u4f5c\uff1f<\/h3>\n\n\n\n

\u904b\u4f5c\u5206\u4e09\u5c64\uff1a\u5148\u6574\u5408 ERP\/MES\/HR \u7b49\u5373\u6642\u8cc7\u6599\u5efa\u7acb\u60c5\u5883\uff1b\u518d\u7528\u6a5f\u5668\u5b78\u7fd2\u627e\u51fa\u6548\u7387\u3001\u6545\u969c\u8207\u5ef6\u9072\u98a8\u96aa\u6a21\u5f0f\uff1b\u6700\u5f8c\u4ee5\u907a\u50b3\u6f14\u7b97\u6cd5\u3001\u6a21\u64ec\u9000\u706b\u7b49\u591a\u76ee\u6a19\u512a\u5316\u7522\u751f\u6392\u7a0b\u3002\u9047\u63d2\u55ae\u6216\u7570\u5e38\u6703\u5feb\u901f\u6a21\u64ec\u591a\u65b9\u6848\u4e26\u63a8\u9001\u5efa\u8b70\u3002<\/p>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u9069\u5408\u54ea\u4e9b\u7522\u696d\uff1f<\/h3>\n\n\n\n

\u9069\u5408\u6392\u7a0b\u8b8a\u6578\u591a\u3001\u8b8a\u52d5\u983b\u7e41\u7684\u5834\u666f\uff1a\u88fd\u9020\u696d\uff08\u8a2d\u5099\u7a3c\u52d5\u3001\u4ea4\u671f\u3001\u7dad\u8b77\uff09\u3001\u670d\u52d9\u696d\uff08\u6392\u73ed\u8207\u516c\u5e73\u6027\uff0c\u5982\u9910\u98f2\u3001\u98ef\u5e97\u3001\u96f6\u552e\u3001\u91ab\u7642\uff09\u3001\u7269\u6d41\u696d\uff08\u8eca\u968a\u8207\u5373\u6642\u8def\u5f91\uff09\u3002\u4e5f\u53ef\u7528\u65bc\u5de5\u7a0b\/\u7522\u54c1\u958b\u767c\u7684\u591a\u5c08\u6848\u8cc7\u6e90\u5e73\u8861\u8207\u4ea4\u4ed8\u63a7\u7ba1\u3002<\/p>\n\n\n\n

\u667a\u80fd\u6392\u7a0b\u6709\u54ea\u4e9b\u5e38\u898b\u529f\u80fd\uff1f<\/h3>\n\n\n\n

\u5e38\u898b\u529f\u80fd\u5305\u542b\u52d5\u614b\u91cd\u6392\u3001\u60c5\u5883\u6a21\u64ec\u8207\u591a\u65b9\u6848\u6bd4\u8f03\u3001\u591a\u7dad\u5ea6\u8a55\u5206\uff08\u4ea4\u671f\u3001\u6210\u672c\u3001\u7a3c\u52d5\u7387\u3001\u52a0\u73ed\u3001\u5eab\u5b58\u9031\u8f49\uff09\u3001\u786c\u6027\u7d04\u675f\u8207\u8edf\u6027\u504f\u597d\u8655\u7406\u3001\u98a8\u96aa\u9810\u6e2c\u8207\u7de9\u885d\u9810\u7559\u3001\u8de8\u7cfb\u7d71\u6574\u5408\u8207\u884c\u52d5\u63a8\u64ad\u63d0\u9192\uff0c\u4ee5\u53ca\u7a3d\u6838\u65e5\u8a8c\u3001\u6b0a\u9650\u63a7\u7ba1\u7b49\u6cbb\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

\u5c0e\u5165\u667a\u80fd\u6392\u7a0b\u9700\u8981\u54ea\u4e9b\u8cc7\u6599\uff1f<\/h3>\n\n\n\n

\u95dc\u9375\u662f\u5b8c\u6574\u4e14\u4e00\u81f4\u7684\u57fa\u790e\u8cc7\u6599\uff1a\u81f3\u5c11 6 \u500b\u6708\u6b77\u53f2\u8a02\u55ae\u8207\u5de5\u6642\u3001\u660e\u78ba\u4ea4\u671f\/\u512a\u5148\u7d1a\u3001\u8a2d\u5099\u7522\u80fd\u8207\u7dad\u8b77\u7d00\u9304\u3001\u54e1\u5de5\u6280\u80fd\u77e9\u9663\u8207\u51fa\u52e4\/\u6cd5\u898f\u9650\u5236\uff0c\u4ee5\u53ca\u5be6\u969b\u57f7\u884c\u56de\u994b\uff08\u5ef6\u9072\u539f\u56e0\u3001\u7570\u5e38\u8655\u7406\u6642\u9593\uff09\u3002\u901a\u5e38\u5efa\u8b70\u8cc7\u6599\u6b04\u4f4d\u5b8c\u6574\u5ea6\u9054 80% \u4ee5\u4e0a\u518d\u4e0a\u7dda\u3002<\/p>\n\n\n\n

\n
\u52a0\u5165\u6703\u54e1\u4e86\u89e3\u66f4\u591a<\/strong><\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u300c\u771f\u6b63\u6709\u611f\u7684\u667a\u80fd\u6392\u7a0b\uff0c\u662f\u6578\u64da\u8207\u7d93\u9a57\u4e26\u9032\u3001 […]<\/p>\n","protected":false},"author":19,"featured_media":2338,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-2336","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-green"],"_links":{"self":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2336","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/comments?post=2336"}],"version-history":[{"count":2,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2336\/revisions"}],"predecessor-version":[{"id":2339,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2336\/revisions\/2339"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/media\/2338"}],"wp:attachment":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/media?parent=2336"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/categories?post=2336"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/tags?post=2336"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}