{"id":5585,"date":"2026-08-23T09:41:20","date_gmt":"2026-08-23T01:41:20","guid":{"rendered":"https:\/\/www.xn11.cn\/%e6%a1%88%e4%be%8b%e6%9f%90%e7%94%9f%e7%89%a9%e5%8c%bb%e8%8d%af%e4%bc%81%e4%b8%9a15%e5%a5%97%e7%b3%bb%e7%bb%9f%e6%95%b0%e6%8d%ae%e5%ad%a4%e5%b2%9b%e5%b0%8f%e8%af%bait-ai%e6%96%b9%e6%a1%8845%e5%a4%a9\/"},"modified":"2026-08-26T10:46:33","modified_gmt":"2026-08-26T02:46:33","slug":"case-story-2026-08-23","status":"publish","type":"post","link":"https:\/\/www.xn11.cn\/en\/case-story-2026-08-23\/","title":{"rendered":"[Case] A biopharma enterprise had 15 isolated systems; Honesty AI solution connected the data middle platform in 45 days, boosting R&D efficiency by 40%"},"content":{"rendered":"

<\/p>\n

Client Background<\/h2>\n<\/p>\n

<\/p>\n

\u67d0\u521b\u65b0\u578b\u751f\u7269\u533b\u836f\u4f01\u4e1a\u6210\u7acb\u4e8e2014\u5e74\uff0c\u603b\u90e8\u4f4d\u4e8e\u4e0a\u6d77\u5f20\u6c5f\u79d1\u5b66\u57ce\uff0c\u5458\u5de5\u89c4\u6a21\u7ea6280\u4eba\uff0c\u5176\u4e2d\u7814\u53d1\u4eba\u5458\u5360\u6bd4\u8d85\u8fc760%\u3002\u516c\u53f8\u4e13\u6ce8\u4e8e\u6297\u4f53\u836f\u7269\u7684\u65e9\u671f\u53d1\u73b0\u4e0e\u4e34\u5e8a\u524d\u7814\u7a76\uff0c\u62e5\u6709\u81ea\u4e3b\u7814\u53d1\u7684\u6297\u4f53\u7b5b\u9009\u5e73\u53f0\u548c\u52a8\u7269\u6a21\u578b\u5b9e\u9a8c\u4e2d\u5fc3\uff0c\u76ee\u524d\u5df2\u63a8\u8fdb3\u4e2a\u5019\u9009\u836f\u7269\u8fdb\u5165\u4e34\u5e8a\u8bd5\u9a8c\u9636\u6bb5\uff0c\u5e74\u7814\u53d1\u6295\u5165\u8d85\u8fc71.5\u4ebf\u5143\u3002<\/p>\n

<\/p>\n

\u7ecf\u8fc7\u5341\u5e74\u5feb\u901f\u53d1\u5c55\uff0c\u4f01\u4e1a\u5185\u90e8IT\u7cfb\u7edf\u5df2\u79ef\u7d2f\u523015\u5957\u4e4b\u591a\u2014\u2014LIMS\uff08\u5b9e\u9a8c\u5ba4\u4fe1\u606f\u7ba1\u7406\u7cfb\u7edf\uff09\u3001ERP\uff08\u4f01\u4e1a\u8d44\u6e90\u8ba1\u5212\uff09\u3001CRM\uff08\u5ba2\u6237\u5173\u7cfb\u7ba1\u7406\uff09\u3001CTMS\uff08\u4e34\u5e8a\u8bd5\u9a8c\u7ba1\u7406\u7cfb\u7edf\uff09\u3001EDC\uff08\u7535\u5b50\u6570\u636e\u91c7\u96c6\uff09\u3001eTMF\uff08\u7535\u5b50\u8bd5\u9a8c\u4e3b\u6587\u6863\uff09\u3001\u6587\u6863\u7ba1\u7406\u7cfb\u7edf\u3001\u8d22\u52a1\u7cfb\u7edf\u3001HR\u7cfb\u7edf\u3001OA\u529e\u516c\u7cfb\u7edf\u3001\u4e13\u5229\u7ba1\u7406\u7cfb\u7edf\u3001\u77e5\u8bc6\u5e93\u30014\u5957\u4e0d\u540c\u4e1a\u52a1\u90e8\u95e8\u7684BI\u770b\u677f\uff0c\u4ee5\u53ca\u4e91\u7aef\u7684\u534f\u4f5c\u5e73\u53f0\u3002\u8fd9\u4e9b\u7cfb\u7edf\u5927\u591a\u5728\u4e0d\u540c\u65f6\u671f\u7531\u4e0d\u540c\u4f9b\u5e94\u5546\u90e8\u7f72\uff0c\u8d26\u53f7\u4f53\u7cfb\u5404\u5f02\u3001\u6570\u636e\u683c\u5f0f\u4e0d\u4e92\u901a\u3001API\u6807\u51c6\u5404\u4e00\u3002<\/p>\n

<\/p>\n

\u7814\u53d1\u526f\u603b\u88c1\u674e\u535a\u58eb\u5766\u8a00\uff1a”\u6211\u4eec\u4e70\u7cfb\u7edf\u7684\u65f6\u5019\u662f\u6309\u9700\u91c7\u8d2d\uff0c\u6bcf\u4e2a\u90e8\u95e8\u90fd\u6311\u4e86\u5f53\u65f6\u5e02\u9762\u4e0a\u6700\u597d\u7684\u3002\u4f46\u7528\u8d77\u6765\u624d\u53d1\u73b0\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u50cf\u4e00\u4e2a\u4e2a\u5b64\u5c9b\u2014\u2014\u505a\u4e00\u9879\u7814\u7a76\u8981\u770bLIMS\u7684\u5b9e\u9a8c\u6570\u636e\u3001ERP\u7684\u7269\u6599\u6d88\u8017\u3001CTMS\u7684\u9879\u76ee\u8fdb\u5ea6\uff0c\u7814\u53d1\u4eba\u5458\u8981\u57285\u4e2a\u7cfb\u7edf\u95f4\u6765\u56de\u5207\u6362\uff0c\u5149\u662f\u628a\u6570\u636e\u51d1\u9f50\u5c31\u8981\u82b1\u4e00\u4e0a\u5348\u3002”<\/p>\n

<\/p>\n

Problems Encountered<\/h2>\n<\/p>\n

<\/p>\n

2025\u5e74\u5e95\uff0c\u4f01\u4e1a\u51c6\u5907\u7533\u62a5\u4e00\u7c7b\u521b\u65b0\u836f\u7684\u4e34\u5e8a\u8bd5\u9a8c\u7533\u8bf7\uff08IND\uff09\uff0c\u9700\u8981\u6574\u5408\u8fc7\u53bb3\u5e74\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u52a8\u7269\u6a21\u578b\u6570\u636e\u3001\u6bd2\u7406\u6570\u636e\u548cCMC\u6570\u636e\u5f62\u6210\u5b8c\u6574\u7684\u7533\u62a5\u8d44\u6599\u5305\u3002\u7136\u800c\u5c31\u662f\u8fd9\u4e2a\u770b\u4f3c\u5e38\u89c4\u7684\u4efb\u52a1\uff0c\u8ba9\u6574\u4e2a\u7814\u53d1\u90e8\u95e8\u9677\u5165\u4e86\u957f\u8fbe3\u5468\u7684”\u6570\u636e\u62fc\u56fe”\u56f0\u5883\u3002<\/p>\n

<\/p>\n

\u6570\u636e\u8c03\u53d6\u6548\u7387\u6781\u4f4e<\/strong>\uff1a\u7814\u53d1\u4eba\u5458\u5e73\u5747\u6bcf\u5929\u5728\u591a\u7cfb\u7edf\u4e4b\u95f4\u5207\u636211\u6b21\uff0c\u6bcf\u6b21\u5207\u6362\u5e73\u5747\u8017\u65f68\u5206\u949f\u3002\u6bcf\u5929\u76f8\u5f53\u4e8e\u6709\u8fd190\u5206\u949f\u7684\u65f6\u95f4\u6d6a\u8d39\u5728\u767b\u5f55\u3001\u67e5\u627e\u3001\u5bfc\u51fa\u3001\u5207\u6362\u683c\u5f0f\u7b49\u673a\u68b0\u64cd\u4f5c\u4e0a\u3002\u67d0\u4e2a\u9879\u76ee\u7684\u7814\u53d1\u4e3b\u7ba1\u53cd\u6620\uff0c\u81ea\u5df1\u56e2\u961f10\u4eba\u4e2d\u67093\u4eba\u66fe\u56e0\u4e3a”\u627e\u4e0d\u5230\u5386\u53f2\u6570\u636e”\u800c\u91cd\u590d\u505a\u8fc7\u5b9e\u9a8c\uff0c\u9020\u6210\u76f4\u63a5\u7269\u6599\u635f\u5931\u8d85\u8fc730\u4e07\u5143\u3002<\/p>\n

<\/p>\n

\u5173\u952e\u6570\u636e\u65e0\u7edf\u4e00\u53e3\u5f84<\/strong>\uff1a\u8d22\u52a1\u7cfb\u7edf\u7684\u7814\u53d1\u6295\u5165\u91d1\u989d\u3001LIMS\u7684\u5b9e\u9a8c\u6279\u6b21\u3001ERP\u7684\u7269\u6599\u6d88\u8017\uff0c\u4e09\u5957\u7cfb\u7edf\u5bf9”\u9879\u76eeA\u57282025\u5e74\u7684\u603b\u6295\u5165”\u8fd9\u4e00\u540c\u4e00\u6307\u6807\uff0c\u7ed9\u51fa\u4e863\u4e2a\u622a\u7136\u4e0d\u540c\u7684\u6570\u5b57\u2014\u2014\u5206\u522b\u662f1280\u4e07\u30011450\u4e07\u30011320\u4e07\uff0c\u5dee\u5f02\u9ad8\u8fbe13%\u3002\u5ba1\u8ba1\u90e8\u95e8\u5bf9\u6b64\u63d0\u51fa\u4e25\u8083\u8d28\u7591\uff0c\u8ba4\u4e3a”\u516c\u53f8\u6ca1\u6709\u7edf\u4e00\u7684\u7814\u53d1\u6570\u636e\u89c6\u56fe\uff0c\u51b3\u7b56\u5c42\u53ea\u80fd\u4f9d\u8d56\u7ecf\u8fc7\u52a0\u5de5\u7684\u62a5\u8868\uff0c\u65e0\u6cd5\u6eaf\u6e90”\u3002<\/p>\n

<\/p>\n

AI\u5e94\u7528\u7f3a\u4e4f\u6570\u636e\u5e95\u5ea7<\/strong>\uff1a\u4f01\u4e1a2024\u5e74\u8d77\u5c1d\u8bd5\u5f15\u5165AI\u5de5\u5177\u8f85\u52a9\u6587\u732e\u68c0\u7d22\u548c\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u4f46\u6548\u679c\u8fdc\u4f4e\u4e8e\u9884\u671f\u3002\u539f\u56e0\u5f88\u7b80\u5355\u2014\u2014AI\u6a21\u578b\u65e0\u6cd5\u8bbf\u95ee\u4f01\u4e1a\u5185\u90e8\u7684\u771f\u5b9e\u7814\u53d1\u6570\u636e\uff0c\u53ea\u80fd\u57fa\u4e8e\u516c\u5f00\u6587\u732e\u4f5c\u7b54\u3002\u5f53\u7814\u7a76\u4eba\u5458\u8be2\u95ee”\u6211\u4eec\u516c\u53f8\u7684\u67d0\u4e2a\u6297\u4f53\u5206\u5b50\u5728\u8fc7\u5f80\u7c7b\u4f3c\u9879\u76ee\u4e2d\u7684CMC\u6570\u636e\u5982\u4f55”\u65f6\uff0cAI\u7ed9\u51fa\u7684\u7b54\u6848\u6c38\u8fdc\u662f”\u6211\u4e0d\u77e5\u9053”\u3002<\/p>\n

<\/p>\n

\u5408\u89c4\u4e0e\u5ba1\u8ba1\u538b\u529b<\/strong>\uff1a\u4e34\u5e8a\u8bd5\u9a8c\u6570\u636e\u9700\u8981\u7b26\u5408FDA 21 CFR Part 11\u548cNMPA\u7684\u7535\u5b50\u6570\u636e\u53ef\u9760\u6027\u8981\u6c42\uff0c\u4f46\u5f53\u524d\u5404\u7cfb\u7edf\u7684\u5ba1\u8ba1\u65e5\u5fd7\u76f8\u4e92\u72ec\u7acb\uff0c\u65e0\u6cd5\u5f62\u6210\u5b8c\u6574\u7684”\u6570\u636e\u5168\u751f\u547d\u5468\u671f\u8ffd\u6eaf\u94fe”\u3002\u76d1\u7ba1\u673a\u6784\u5728\u4e00\u6b21\u4f8b\u884c\u6838\u67e5\u4e2d\u660e\u786e\u6307\u51fa\uff1a”\u4f01\u4e1a\u7684\u6570\u636e\u5b8c\u6574\u6027\u5b58\u5728\u7cfb\u7edf\u6027\u98ce\u9669”\u3002<\/p>\n

<\/p>\n

\u674e\u535a\u58eb\u57282026\u5e74\u521d\u7684\u5e74\u5ea6\u89c4\u5212\u4f1a\u4e0a\u6572\u7740\u684c\u5b50\u8bf4\uff1a”\u518d\u8fd9\u6837\u4e0b\u53bb\uff0c\u6211\u4eec\u7684\u7814\u53d1\u901f\u5ea6\u4f1a\u88ab\u81ea\u5df1\u5bb6\u7684\u7cfb\u7edf\u62d6\u57ae\u3002\u5fc5\u987b\u6253\u901a\u6570\u636e\u5b64\u5c9b\uff0c\u800c\u4e14\u8981\u5feb\u2014\u2014\u4eca\u5e74\u76843\u4e2a\u4e34\u5e8a\u8bd5\u9a8c\u7533\u8bf7\u4e0d\u80fd\u518d\u5ef6\u671f\u3002”<\/p>\n

<\/p>\n

Solution Process<\/h2>\n<\/p>\n

<\/p>\n

2026\u5e742\u6708\uff0c\u4f01\u4e1aCIO\u901a\u8fc7\u540c\u884c\u63a8\u8350\u8054\u7cfb\u5230\u5c0f\u8bfaIT\u3002\u5728\u9996\u6b21\u6280\u672f\u4ea4\u6d41\u4f1a\u540e\uff0c\u5c0f\u8bfaIT\u7684AI\u65b9\u6848\u56e2\u961f\u4e0e\u4f01\u4e1a\u7814\u53d1\u3001IT\u3001\u5408\u89c4\u4e09\u90e8\u95e8\u8d1f\u8d23\u4eba\u8fdb\u884c\u4e86\u4e3a\u671f3\u5929\u7684\u6df1\u5ea6\u8c03\u7814\uff0c\u6700\u7ec8\u6572\u5b9a\u4e86\u57fa\u4e8e\u300c\u8bfa+AI\u65b9\u6848\u300d\u7684\u4f01\u4e1a\u6570\u636e\u4e2d\u53f0+\u667a\u80fd\u4f53\u4e00\u4f53\u5316\u5efa\u8bbe\u65b9\u6848\u3002\u6574\u4e2a\u9879\u76ee\u5468\u671f45\u5929\uff0c\u5206\u4e3a\u4e09\u4e2a\u9636\u6bb5\u3002<\/p>\n

<\/p>\n

\u7b2c\u4e00\u9636\u6bb5\uff1aAPI\u96c6\u6210\u4e0e\u6570\u636e\u6cbb\u7406\uff08\u7b2c1-15\u5929\uff09<\/h3>\n<\/p>\n

<\/p>\n

\u5c0f\u8bfaIT\u5de5\u7a0b\u5e08\u56e2\u961f\u9996\u5148\u5bf9\u4f01\u4e1a15\u5957\u4e1a\u52a1\u7cfb\u7edf\u8fdb\u884c\u4e86\u5168\u9762\u7684API\u63a5\u53e3\u76d8\u70b9\u4e0e\u4e2d\u95f4\u4ef6\u9002\u914d\u3002\u73b0\u5b9e\u60c5\u51b5\u6bd4\u9884\u671f\u66f4\u590d\u6742\u2014\u2014\u53ea\u67096\u5957\u7cfb\u7edf\u63d0\u4f9b\u4e86\u6807\u51c6REST API\uff0c5\u5957\u4ec5\u652f\u6301\u6570\u636e\u5e93\u76f4\u8fde\uff0c3\u5957\u9700\u8981\u901a\u8fc7RPA\u6a21\u62df\u64cd\u4f5c\uff0c1\u5957\u5382\u5546\u62d2\u7edd\u5f00\u653e\u63a5\u53e3\u3002<\/p>\n

<\/p>\n

\u5de5\u7a0b\u5e08\u4eec\u4e3a\u6bcf\u5957\u7cfb\u7edf\u5b9a\u5236\u4e86\u9002\u914d\u65b9\u6848\uff1a<\/p>\n

<\/p>\n

\u2013 \u6709API\u7684\u7cfb\u7edf<\/strong>\uff1a\u901a\u8fc7\u7edf\u4e00API\u7f51\u5173\u63a5\u5165\uff0c\u914d\u7f6eOAuth2.0\u8eab\u4efd\u8ba4\u8bc1\u548c\u8bf7\u6c42\u9650\u6d41<\/p>\n

\u2013 \u4ec5\u6570\u636e\u5e93\u76f4\u8fde\u7684\u7cfb\u7edf<\/strong>\uff1a\u90e8\u7f72\u4e13\u7528\u6570\u636e\u540c\u6b65\u4ee3\u7406\uff0c\u91c7\u7528CDC\uff08\u53d8\u66f4\u6570\u636e\u6355\u83b7\uff09\u6280\u672f\u5b9e\u73b0\u5b9e\u65f6\u540c\u6b65\uff0c\u5168\u7a0b\u4e0d\u4fee\u6539\u6e90\u7cfb\u7edf<\/p>\n

\u2013 \u9700RPA\u7684\u7cfb\u7edf<\/strong>\uff1a\u5728\u6c99\u7bb1\u73af\u5883\u4e2d\u90e8\u7f72RPA\u673a\u5668\u4eba\uff0c\u6a21\u62df\u4eba\u5de5\u64cd\u4f5c\u62c9\u53d6\u6570\u636e\uff0c\u907f\u5f00\u4e1a\u52a1\u9ad8\u5cf0\u671f<\/p>\n

\u2013 \u62d2\u7edd\u63a5\u53e3\u7684\u7cfb\u7edf<\/strong>\uff1a\u901a\u8fc7OCR+\u6587\u4ef6\u4ea4\u6362\u65b9\u5f0f\uff0c\u6bcf\u65e5\u5b9a\u65f6\u62bd\u53d6\u589e\u91cf\u6570\u636e<\/p>\n

<\/p>\n

\u540c\u6b65\u90e8\u7f72\u7684\u8fd8\u6709\u4e3b\u6570\u636e\u7ba1\u7406\uff08MDM\uff09\u5e73\u53f0<\/strong>\uff0c\u7edf\u4e00\u4e868\u4e2a\u6838\u5fc3\u4e1a\u52a1\u5b9e\u4f53\u7684\u6570\u636e\u53e3\u5f84\u2014\u2014\u5305\u62ec\u9879\u76ee\u7f16\u53f7\u3001\u7269\u6599\u7f16\u7801\u3001\u5b9e\u9a8c\u6279\u6b21\u3001\u4eba\u5458\u3001\u6210\u672c\u79d1\u76ee\u3001\u5408\u540c\u7f16\u53f7\u3001\u4f9b\u5e94\u5546\u3001\u5ba2\u6237\u3002\u5f53\u4e0d\u540c\u7cfb\u7edf\u5bf9\u540c\u4e00\u5b9e\u4f53\u51fa\u73b0\u4e0d\u540c\u8868\u8ff0\u65f6\uff0cMDM\u81ea\u52a8\u5339\u914d\u5e76\u4fdd\u7559\u5ba1\u8ba1\u8bb0\u5f55\u3002<\/p>\n

<\/p>\n

\u9879\u76ee\u7b2c\u4e00\u4e2a\u91cc\u7a0b\u7891\u5728\u7b2c15\u5929\u8fbe\u6210\uff1a15\u5957\u7cfb\u7edf\u7684\u6838\u5fc3\u4e1a\u52a1\u6570\u636e\u5168\u90e8\u63a5\u5165\u7edf\u4e00\u7684\u6570\u636e\u4e2d\u53f0\uff0c\u521d\u6b65\u5efa\u7acb\u4e86\u8de8\u7cfb\u7edf\u7684\u7814\u53d1\u4e3b\u6570\u636e\u89c6\u56fe\u3002<\/p>\n

<\/p>\n

\u7b2c\u4e8c\u9636\u6bb5\uff1aAI\u667a\u80fd\u4f53\u4e0e\u77e5\u8bc6\u5e93\u642d\u5efa\uff08\u7b2c16-35\u5929\uff09<\/h3>\n<\/p>\n

<\/p>\n

\u5728\u6570\u636e\u5e95\u5ea7\u5c31\u7eea\u540e\uff0cAI\u56e2\u961f\u5f00\u59cb\u6784\u5efa\u4f01\u4e1a\u4e13\u5c5e\u7684\u667a\u80fd\u4f53\u96c6\u7fa4\u3002\u8003\u8651\u5230\u751f\u7269\u533b\u836f\u884c\u4e1a\u7684\u5408\u89c4\u8981\u6c42\uff0c\u6280\u672f\u56e2\u961f\u9009\u62e9\u4e86”\u79c1\u6709\u5316\u90e8\u7f72+\u672c\u5730\u5316\u5927\u6a21\u578b”\u7684\u65b9\u6848\u2014\u2014\u57fa\u4e8eDeepSeek\u5f00\u6e90\u5927\u6a21\u578b\u5728\u4f01\u4e1a\u5185\u7f51\u8fdb\u884c\u5fae\u8c03\uff0c\u6240\u6709\u6570\u636e\u4e0d\u51fa\u4f01\u4e1a\u3002<\/p>\n

<\/p>\n

\u7814\u53d1\u77e5\u8bc6\u5e93<\/strong>\uff1a\u5c06\u8fc7\u53bb10\u5e74\u7684\u5b9e\u9a8c\u62a5\u544a\u3001\u5185\u90e8\u6280\u672f\u6587\u6863\u3001\u4e13\u5229\u6587\u4ef6\u3001\u5df2\u53d1\u8868\u8bba\u6587\u3001\u76d1\u7ba1\u6307\u5357\u5171\u7ea68\u4e07\u4efd\u6587\u6863\u8fdb\u884c\u5411\u91cf\u5316\u5904\u7406\uff0c\u90e8\u7f72\u57fa\u4e8eRAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u67b6\u6784\u7684\u7814\u53d1\u77e5\u8bc6\u5e93\u3002\u7814\u53d1\u4eba\u5458\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff0cAI\u81ea\u52a8\u4ece\u77e5\u8bc6\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u4e0a\u4e0b\u6587\u5e76\u7ed9\u51fa\u5e26\u6eaf\u6e90\u94fe\u63a5\u7684\u56de\u7b54\u3002<\/p>\n

<\/p>\n

\u8de8\u7cfb\u7edf\u6570\u636e\u67e5\u8be2\u667a\u80fd\u4f53<\/strong>\uff1a\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u7684\u6838\u5fc3\u521b\u65b0\u70b9\u3002\u667a\u80fd\u4f53\u901a\u8fc7API\u7f51\u5173\u53ef\u4ee5\u8c03\u7528\u4efb\u610f\u4e1a\u52a1\u7cfb\u7edf\u7684\u6570\u636e\u63a5\u53e3\uff0c\u7406\u89e3\u7528\u6237\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u7684\u590d\u6742\u95ee\u9898\u2014\u2014\u4f8b\u5982”\u67e5\u8be2\u9879\u76eeA\u57282025\u5e74\u4e0b\u534a\u5e74\u6240\u6709\u6279\u6b21\u7684\u5c0f\u9f20\u836f\u4ee3\u52a8\u529b\u5b66\u6570\u636e\uff0c\u6309\u5242\u91cf\u7ec4\u6392\u5e8f\uff0c\u5bfc\u51fa\u4e3aExcel”\u3002\u667a\u80fd\u4f53\u4f1a\u81ea\u52a8\u62c6\u89e3\u4efb\u52a1\uff0c\u4f9d\u6b21\u8c03\u7528LIMS\u3001ERP\u3001EDC\u7684API\uff0c\u5173\u8054\u6570\u636e\u540e\u751f\u6210\u7ed3\u679c\u8868\u683c\uff0c\u5e76\u6807\u6ce8\u6bcf\u6761\u6570\u636e\u7684\u6765\u6e90\u7cfb\u7edf\u3002<\/p>\n

<\/p>\n

\u7533\u62a5\u8d44\u6599\u8f85\u52a9\u751f\u6210<\/strong>\uff1a\u9488\u5bf9IND\u7533\u62a5\u573a\u666f\uff0c\u4e13\u95e8\u8bad\u7ec3\u4e86\u4e00\u4e2a\u7533\u62a5\u6587\u6863\u667a\u80fd\u4f53\u3002\u5b83\u80fd\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u7ae0\u8282\uff0c\u81ea\u52a8\u4ece\u5404\u7cfb\u7edf\u62c9\u53d6\u5bf9\u5e94\u6570\u636e\uff0c\u6309\u7167NMPA\u7533\u62a5\u6750\u6599\u6a21\u677f\u586b\u5145\u521d\u7a3f\uff0c\u5355\u4efd\u7533\u62a5\u8d44\u6599\u7684\u6574\u7406\u65f6\u95f4\u4ece3\u5468\u7f29\u77ed\u52304\u5929\u3002<\/p>\n

<\/p>\n

\u5408\u89c4\u5ba1\u8ba1\u667a\u80fd\u4f53<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7\u6240\u6709\u6570\u636e\u8bbf\u95ee\u884c\u4e3a\uff0c\u81ea\u52a8\u6bd4\u5bf9\u5404\u7cfb\u7edf\u7684\u5ba1\u8ba1\u65e5\u5fd7\uff0c\u53d1\u73b0\u5f02\u5e38\u8bbf\u95ee\u6a21\u5f0f\u7acb\u5373\u544a\u8b66\u3002\u540c\u65f6\u6309FDA 21 CFR Part 11\u8981\u6c42\u751f\u6210\u5b8c\u6574\u7684\u7535\u5b50\u7b7e\u540d\u5ba1\u8ba1\u62a5\u544a\u3002<\/p>\n

<\/p>\n

\u7b2c\u4e09\u9636\u6bb5\uff1a\u573a\u666f\u843d\u5730\u4e0e\u56e2\u961f\u8d4b\u80fd\uff08\u7b2c36-45\u5929\uff09<\/h3>\n<\/p>\n

<\/p>\n

\u9879\u76ee\u4ea4\u4ed8\u7684\u6700\u540e10\u5929\uff0c\u91cd\u70b9\u662f\u8ba9\u5404\u90e8\u95e8”\u7528\u8d77\u6765”\u3002<\/p>\n

<\/p>\n

– \u7814\u53d1\u90e8\u95e8\uff1a\u7ec4\u7ec73\u573a\u4e13\u9879\u57f9\u8bad\uff0c\u5e73\u5747\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684”\u9996\u95ee\u51c6\u786e\u7387”\u4ece\u90e8\u7f72\u65f6\u768468%\u63d0\u5347\u5230\u7b2c45\u5929\u768489%<\/p>\n

– IT\u90e8\u95e8\uff1a\u4ea4\u4ed8\u5b8c\u6574\u7684\u8fd0\u7ef4\u624b\u518c\uff0c\u5305\u62ec\u667a\u80fd\u4f53\u7248\u672c\u7ba1\u7406\u3001\u77e5\u8bc6\u5e93\u66f4\u65b0\u6d41\u7a0b\u3001\u65b0\u573a\u666f\u667a\u80fd\u4f53\u7684\u5f00\u53d1\u65b9\u6cd5\u8bba<\/p>\n

– \u5408\u89c4\u90e8\u95e8\uff1a\u5bf9\u6240\u6709\u6570\u636e\u6d41\u8f6c\u94fe\u8def\u8fdb\u884c\u5408\u89c4\u6027\u590d\u6838\uff0c\u786e\u8ba4\u7b26\u5408GCP\u300121 CFR Part 11\u3001NMPA\u76f8\u5173\u8981\u6c42<\/p>\n

– \u9ad8\u7ba1\u5c42\uff1a\u642d\u5efa\u4e86\u4e00\u4e2a\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u7684BI\u770b\u677f\uff0c\u7ba1\u7406\u5c42\u53ef\u4ee5\u76f4\u63a5\u95ee”\u4e0a\u4e2a\u5b63\u5ea6\u5404\u9879\u76ee\u7684\u9884\u7b97\u6267\u884c\u7387”\uff0cAI\u76f4\u63a5\u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868<\/p>\n

<\/p>\n

Implementation Results<\/h2>\n<\/p>\n

<\/p>\n

\u9879\u76ee\u4ea4\u4ed8\u540e\u7684\u7b2c\u4e00\u4e2a\u5b63\u5ea6\uff082026\u5e74Q2\uff09\uff0c\u4f01\u4e1a\u591a\u4e2a\u5173\u952e\u6307\u6807\u53d1\u751f\u4e86\u663e\u8457\u53d8\u5316\uff1a<\/p>\n

<\/p>\n\n\n\n\n\n\n\n\n\n
\u4e1a\u52a1\u6307\u6807<\/th>\n\u5b9e\u65bd\u524d<\/th>\n\u5b9e\u65bd\u540e<\/th>\n\u63d0\u5347<\/th>\n<\/tr>\n
\u8de8\u7cfb\u7edf\u6570\u636e\u67e5\u8be2\u5e73\u5747\u8017\u65f6<\/td>\n28\u5206\u949f\/\u6b21<\/td>\n2\u5206\u949f\/\u6b21<\/td>\n-93%<\/td>\n<\/tr>\n
\u7814\u53d1\u4eba\u5458\u65e5\u5747\u7cfb\u7edf\u5207\u6362\u6b21\u6570<\/td>\n11\u6b21<\/td>\n2\u6b21<\/td>\n-82%<\/td>\n<\/tr>\n
\u7533\u62a5\u8d44\u6599\u6574\u7406\u5468\u671f<\/td>\n3\u5468<\/td>\n4\u5929<\/td>\n-76%<\/td>\n<\/tr>\n
AI\u667a\u80fd\u4f53\u9996\u95ee\u51c6\u786e\u7387<\/td>\n\u2013<\/td>\n89%<\/td>\n\u2013<\/td>\n<\/tr>\n
\u7814\u53d1\u6570\u636e\u91cd\u590d\u5b9e\u9a8c\u7387<\/td>\n12%\/\u5b63\u5ea6<\/td>\n2%\/\u5b63\u5ea6<\/td>\n-83%<\/td>\n<\/tr>\n
\u8de8\u90e8\u95e8\u534f\u4f5c\u6548\u7387\u8bc4\u5206\uff08\u6ee1\u520610\uff09<\/td>\n4.2<\/td>\n7.8<\/td>\n+86%<\/td>\n<\/tr>\n
\u76d1\u7ba1\u6570\u636e\u8ffd\u6eaf\u5b8c\u6574\u5ea6<\/td>\n61%<\/td>\n100%<\/td>\n+39%<\/td>\n<\/tr>\n<\/table>\n

<\/p>\n

\u66f4\u76f4\u89c2\u7684\u6210\u679c\u4f53\u73b0\u5728\u4e09\u4e2a\u5177\u4f53\u573a\u666f\uff1a<\/p>\n

<\/p>\n

\u573a\u666f\u4e00\uff1a\u6297\u4f53\u7b5b\u9009\u6548\u7387\u63d0\u5347<\/strong>\u3002\u67d0\u9776\u70b9\u7684\u6297\u4f53\u7b5b\u9009\u9879\u76ee\u539f\u672c\u9700\u89813\u540d\u7814\u7a76\u4eba\u5458\u534f\u4f5c2\u5468\u5b8c\u6210\uff08\u4eba\u5de5\u4eceLIMS\u8c03\u53d61200\u6761\u7b5b\u9009\u6570\u636e\uff09\uff0c\u73b0\u5728\u7531AI\u667a\u80fd\u4f5310\u5206\u949f\u81ea\u52a8\u5b8c\u6210\u521d\u7b5b\uff0c\u7814\u7a76\u4eba\u5458\u4e13\u6ce8\u4e8e\u7ed3\u679c\u5206\u6790\u548c\u65b9\u6848\u4f18\u5316\uff0c\u7b5b\u9009\u5468\u671f\u7f29\u77ed\u52305\u5929\u3002<\/p>\n

<\/p>\n

\u573a\u666f\u4e8c\uff1aIND\u7533\u62a5\u63d0\u901f<\/strong>\u3002\u9879\u76eeA\u7684IND\u7533\u62a5\u6750\u6599\u51c6\u5907\uff0c\u539f\u672c\u9884\u8ba1\u9700\u89818\u5468\u3002AI\u667a\u80fd\u4f53\u8f85\u52a9\u540e\uff0c4\u5468\u5c31\u5b8c\u6210\u4e8695%\u7684\u6570\u636e\u6574\u7406\u5de5\u4f5c\uff0c\u7814\u7a76\u4eba\u5458\u53ea\u9700\u505a\u6700\u540e\u7684\u79d1\u5b66\u6027\u6821\u5bf9\u3002\u6574\u4e2a\u7533\u62a5\u6bd4\u539f\u8ba1\u5212\u63d0\u524d\u4e00\u4e2a\u6708\u63d0\u4ea4\u3002<\/p>\n

<\/p>\n

\u573a\u666f\u4e09\uff1a\u5ba1\u8ba1\u5e94\u5bf9\u4ece\u5bb9<\/strong>\u3002\u4e00\u6b21\u76d1\u7ba1\u98de\u884c\u68c0\u67e5\u4e2d\uff0c\u68c0\u67e5\u5b98\u8981\u6c42\u67e5\u770b\u67d0\u4e34\u5e8a\u8bd5\u9a8c\u53d7\u8bd5\u8005\u6570\u636e\u5168\u94fe\u8def\u2014\u2014\u4ece\u77e5\u60c5\u540c\u610f\u5230\u7528\u836f\u8bb0\u5f55\u7684\u6240\u6709\u8bbf\u95ee\u3001\u64cd\u4f5c\u3001\u4fee\u6539\u8bb0\u5f55\u3002AI\u5408\u89c4\u5ba1\u8ba1\u667a\u80fd\u4f53\u57283\u5206\u949f\u5185\u751f\u6210\u5b8c\u6574\u7684\u5ba1\u8ba1\u62a5\u544a\uff0c\u5305\u542b120\u4f59\u6761\u64cd\u4f5c\u8bb0\u5f55\u53ca\u5176\u7535\u5b50\u7b7e\u540d\u94fe\u3002\u68c0\u67e5\u5b98\u8bc4\u4ef7\uff1a”\u8fd9\u662f\u6211\u89c1\u8fc7\u7684\u56fd\u5185\u521b\u65b0\u836f\u4f01\u4e1a\u91cc\u6700\u5b8c\u6574\u7684\u6570\u636e\u5ba1\u8ba1\u8ffd\u6eaf\u4f53\u7cfb\u3002”<\/p>\n

<\/p>\n

\u7814\u53d1\u526f\u603b\u88c1\u674e\u535a\u58eb\u5728\u9879\u76ee\u603b\u7ed3\u4f1a\u4e0a\u5206\u4eab\uff1a”\u4ee5\u524d\u6211\u4eec\u4ee5\u4e3aAI\u5c31\u662f\u804a\u5929\u673a\u5668\u4eba\uff0c\u95ee\u4ec0\u4e48\u7b54\u4e0d\u4e0a\u6765\u5c31\u62c9\u5012\u3002\u8fd9\u6b21\u5408\u4f5c\u8ba9\u6211\u4eec\u610f\u8bc6\u5230\uff0cAI\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6a21\u578b\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u8c03\u52a8\u7684\u6570\u636e\u2014\u2014\u5c0f\u8bfaIT\u56e2\u961f\u6700\u5927\u7684\u8d21\u732e\uff0c\u662f\u628a\u6211\u4eec\u8fc7\u53bb\u5341\u5e74\u79ef\u7d2f\u768415\u5957\u7cfb\u7edf\u30018\u4e07\u4efd\u6587\u6863\u3001\u51e0\u767eTB\u7684\u7814\u53d1\u6570\u636e\u771f\u6b63’\u6fc0\u6d3b’\u4e86\u3002\u73b0\u5728\u6211\u4eec\u7684\u6bcf\u4e2a\u7814\u53d1\u4eba\u5458\u8eab\u8fb9\u90fd\u6709\u4e00\u4e2a\u667a\u80fd\u52a9\u624b\uff0c\u4f01\u4e1a\u7684\u77e5\u8bc6\u8d44\u4ea7\u7b2c\u4e00\u6b21\u771f\u6b63\u53d8\u6210\u4e86\u751f\u4ea7\u529b\u3002”<\/p>\n

<\/p>\n

About Honesty IT<\/h2>\n<\/p>\n

<\/p>\n

\u5c0f\u8bfaIT\uff08\u5317\u4eac\u4fe1\u8bfa\u521b\u4e1a\u79d1\u6280\u6709\u9650\u516c\u53f8\uff09\u6210\u7acb\u4e8e2007\u5e74\uff0c\u62e5\u670919\u5e74IT\u670d\u52a1\u7ecf\u9a8c\u3002\u516c\u53f8\u4e3a\u4e2d\u5c0f\u4f01\u4e1a\u3001\u5236\u9020\u4e1a\u3001\u751f\u7269\u533b\u836f\u3001\u91d1\u878d\u6295\u8d44\u3001\u8bbe\u8ba1\u7814\u53d1\u4e94\u5927\u884c\u4e1a\u63d0\u4f9b\u4e13\u4e1aIT\u670d\u52a1\uff0c\u56db\u5927\u6838\u5fc3\u4ea7\u54c1\u5305\u62ec\uff1a\u8bfa+\u8fd0\u7ef4\u5b9d\uff08IT\u5916\u5305\u8fd0\u7ef4\uff09\u3001\u8bfa+\u667a\u9a7b\u5b9d\uff08\u4f01\u4e1a\u642c\u8fc1\/\u5f31\u7535\u673a\u623f\u5efa\u8bbe\uff09\u3001\u8bfa+AI\uff08\u573a\u666f\u5316AI\u5b9a\u5236\uff09\u3001\u8bfa+\u9632\u5907\u5305\uff08\u5b89\u5168\u9632\u62a4\uff09\u3002\u5df2\u670d\u52a1300+\u4f01\u4e1a\u5ba2\u6237\uff0c\u7eed\u7b7e\u7387\u8fbe98%\u3002<\/p>\n

<\/p>\n

\u670d\u52a1\u70ed\u7ebf\uff1a400-0525-015 | \u90ae\u7bb1\uff1aservice@xn11.com<\/strong><\/p>\n

<\/p>\n

\u2014<\/p>\n

<\/p>\n

Risk Reminder<\/strong>\uff1a\u591a\u4e1a\u52a1\u7cfb\u7edf\u5e76\u884c\u662f\u4e2d\u578b\u4f01\u4e1a\u6210\u957f\u8fc7\u7a0b\u4e2d\u7684\u5e38\u89c1\u73b0\u8c61\uff0c\u4f46\u968f\u7740\u7cfb\u7edf\u6570\u91cf\u589e\u52a0\uff0c\u6570\u636e\u5b64\u5c9b\u7684\u6cbb\u7406\u6210\u672c\u4f1a\u5448\u6307\u6570\u7ea7\u4e0a\u5347\u3002AI\u667a\u80fd\u4f53\u6253\u901a\u6570\u636e\u9700\u8981\u575a\u5b9e\u7684\u6570\u636e\u5e95\u5ea7\u2014\u2014\u5305\u62ecAPI\u6807\u51c6\u5316\u3001\u4e3b\u6570\u636e\u7edf\u4e00\u3001\u77e5\u8bc6\u5e93\u6c89\u6dc0\u7b49\u57fa\u7840\u5de5\u4f5c\u3002\u5efa\u8bae\u4f01\u4e1a\u5728\u5f15\u5165AI\u4e4b\u524d\u5148\u8fdb\u884c\u7cfb\u7edf\u5316\u7684\u6570\u636e\u6cbb\u7406\u8bc4\u4f30\uff0c\u907f\u514d”AI\u6709\u6570\u636e\u4f46\u8c03\u4e0d\u52a8”\u6216”AI\u80e1\u7f16\u4e71\u9020\u65e0\u6cd5\u6eaf\u6e90”\u7684\u5e38\u89c1\u9677\u9631\u3002<\/p>\n

<\/p>\n

\u5982\u9700\u4f01\u4e1a\u6570\u636e\u4e2d\u53f0\u6216AI\u667a\u80fd\u4f53\u5b9a\u5236\u670d\u52a1\uff0c\u6b22\u8fce\u81f4\u7535\u5c0f\u8bfaIT\uff0c19\u5e74\u4e13\u4e1a\u56e2\u961f\u4e3a\u60a8\u6253\u9020\u4e13\u5c5eAI\u751f\u4ea7\u529b\u3002<\/strong><\/p>\n

<\/p>","protected":false},"excerpt":{"rendered":"

\u5ba2\u6237\u80cc\u666f \u67d0\u521b\u65b0\u578b\u751f\u7269\u533b\u836f\u4f01\u4e1a\u6210\u7acb\u4e8e2014\u5e74\uff0c\u603b\u90e8\u4f4d\u4e8e\u4e0a\u6d77\u5f20\u6c5f\u79d1\u5b66\u57ce\uff0c\u5458\u5de5\u89c4\u6a21\u7ea6280\u4eba\uff0c\u5176\u4e2d\u7814\u53d1\u4eba\u5458\u5360\u6bd4\u8d85 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"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":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","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":""}},"footnotes":""},"categories":[35],"tags":[],"class_list":["post-5585","post","type-post","status-publish","format-standard","hentry","category-swyy"],"_links":{"self":[{"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/posts\/5585","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/comments?post=5585"}],"version-history":[{"count":1,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/posts\/5585\/revisions"}],"predecessor-version":[{"id":5586,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/posts\/5585\/revisions\/5586"}],"wp:attachment":[{"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/media?parent=5585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/categories?post=5585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xn11.cn\/en\/wp-json\/wp\/v2\/tags?post=5585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}