{"id":27199,"date":"2026-04-29T08:33:27","date_gmt":"2026-04-29T12:33:27","guid":{"rendered":"https:\/\/www.veeva.com\/cn\/?post_type=resources&#038;p=27199"},"modified":"2026-06-05T05:55:45","modified_gmt":"2026-06-05T09:55:45","slug":"rebuilding-executable-trust-in-the-ai-era","status":"publish","type":"resources","link":"https:\/\/www.veeva.com\/cn\/resources\/rebuilding-executable-trust-in-the-ai-era\/","title":{"rendered":"\u5728AI\u65f6\u4ee3\u91cd\u5efa\u201c\u53ef\u6267\u884c\u7684\u4fe1\u4efb\u201d"},"content":{"rendered":"<p>\u56de\u5230\u6700\u521d\u7684\u95ee\u9898\uff1a\u4e3a\u4ec0\u4e48\u6570\u636e\u98de\u8f6e\u63a8\u4e0d\u52a8\uff1f\u7b54\u6848\u662f\uff1a\u56e0\u4e3a\u4fe1\u4efb\u65ad\u88c2\u3002\u5f53\u6570\u636e\u8d28\u91cf\u582a\u5fe7\u65f6\uff0c\u4e00\u7ebf\u4e0d\u4fe1\u7cfb\u7edf\uff0c\u603b\u90e8\u4e0d\u6562\u51b3\u7b56\u3002\u800c\u901a\u8fc7Veeva\u7684\u6570\u636e\u751f\u6001\u7cfb\u7edf\uff0c\u4f01\u4e1a\u5b9e\u73b0\u4e86\u4ece\u201c\u79c1\u6709\u6570\u636e\u201d\u5230\u201c\u5168\u666f\u6570\u636e\u201d\u7684\u8de8\u8d8a\uff0c\u91cd\u5efa\u4e86\u4fe1\u4efb\u94fe\uff1a<\/p>\n<p>\u4e00\u7ebf\u4ee3\u8868\u76f8\u4fe1\uff0c\u7cfb\u7edf\u63a8\u8350\u7684\u6bcf\u4e00\u4f4d\u533b\u751f\u90fd\u662f\u7ecf\u8fc7\u5168\u7f51\u626b\u63cf\u7684\u9ad8\u4ef7\u503c\u5bf9\u8c61\u3002\u7ba1\u7406\u8005\u62e5\u6709\u4e86\u5168\u5929\u5019\u7684\u536b\u661f\u5bfc\u822a\uff0c\u51b3\u7b56\u4e0d\u518d\u6478\u7740\u77f3\u5934\u8fc7\u6cb3\u3002AI\u6218\u7565\u83b7\u5f97\u4e86\u9ad8\u8d28\u91cf\u7684\u71c3\u6599\uff0c\u4e3a\u66f4\u591a\u51b3\u7b56\u63d0\u4f9b\u4e86\u4f9d\u636e\u5e76\u94fa\u5e73\u9053\u8def\u3002<\/p>\n<p>\u6570\u5b57\u5316\u8f6c\u578b\u7684\u4e0b\u534a\u573a\uff0c\u6bd4\u62fc\u7684\u4e0d\u518d\u662f\u7cfb\u7edf\u529f\u80fd\uff0c\u800c\u662f\u6570\u636e\u7684\u201c\u771f\u201d\u4e0e\u201c\u5168\u201d\u3002\u4e0b\u4e00\u6b65\u884c\u52a8\u5efa\u8bae\u7684\u7b2c\u4e00\u6b65\uff0c\u662f\u624e\u5b9e\u7684S&#038;T\u3002 \u5148\u627e\u5230\u5bf9\u7684\u4eba\uff08Ultra\uff09\uff0c\u770b\u6e05\u4ed6\u7684\u771f\u5b9e\u884c\u4e3a\uff08HCP Access\uff09\uff0c\u5efa\u7acb\u5bf9\u7684\u8ba4\u77e5\uff0c\u540e\u7eed\u7684AI\u5efa\u8bae\u624d\u80fd\u771f\u6b63\u843d\u5730\uff0c\u9a71\u52a8\u98de\u8f6e\u9ad8\u901f\u65cb\u8f6c\u3002<\/p>\n<div>\n<p align=\"center\">\u8fb9\u680f\uff1a\u6570\u636e\u8d28\u91cf\u6b63\u62d6\u7d2fAI\u4ef7\u503c\u5b9e\u73b0<\/p>\n<p align=\"center\">\n    <a href=\"https:\/\/www.veeva.com\/cn\/wp-content\/uploads\/2026\/04\/Select-all-that-apply.png\"><img decoding=\"async\" title=\"HCP Access Data as Context\"  src=\"\/cn\/wp-content\/uploads\/2026\/04\/Select-all-that-apply.png\" \/><\/a>\n<\/p>\n<p>\u6570\u636e\u663e\u793a\uff0c\u6709\u9ad8\u8fbe96%\u7684\u53d7\u8bbf\u9ad8\u7ba1\u5766\u8a00\uff0c\u5176\u4f01\u4e1a\u7684\u6570\u636e\u67b6\u6784\u5c1a\u4e0d\u5b8c\u5584\uff0c\u4e0d\u5177\u5907\u652f\u6301AI\u89c4\u6a21\u5316\u5e94\u7528\u7684\u6761\u4ef6\uff1b\u4e09\u5206\u4e4b\u4e8c\u7684\u53d7\u8bbf\u4f01\u4e1a\u66fe\u56e0\u6570\u636e\u8d28\u91cf\u95ee\u9898\uff0c\u88ab\u8feb\u4e2d\u6b62\u6b63\u5728\u5f00\u5c55\u7684AI\u9879\u76ee\u3002\u89c4\u6a21\u5316\u80fd\u529b\u7684\u7f3a\u5931\u5e76\u975e\u5c0f\u4e8b\uff0c\u5728\u67d0\u836f\u4f01\u6848\u4f8b\u4e2d\uff0cHCP\u6570\u636e\u7684\u788e\u7247\u5316\u4f7f\u5f97\u65b0\u836f\u4e0a\u5e02\u65f6\u95f4\u666e\u904d\u63a8\u8fdf\u4e862\u4e2a\u6708\uff0c\u65e9\u8d77\u5904\u65b9\u91cf\u4e0b\u964d\u4e86\u7ea615%\u3002<\/p>\n<p align=\"center\">\n    <a href=\"https:\/\/www.veeva.com\/cn\/wp-content\/uploads\/2026\/04\/Scaling-Al-Proves-Challenging.png\"><img decoding=\"async\" title=\"HCP Access Data as Context\"  src=\"\/cn\/wp-content\/uploads\/2026\/04\/Scaling-Al-Proves-Challenging.png\" \/><\/a>\n<\/p>\n<h5>1.\t\u6570\u636e\u8d28\u91cf\u53c2\u5dee\u5bfc\u81f4\u4fe1\u4efb\u7f3a\u5931<\/h5>\n<p>\u4fe1\u4efb\u662fAI\u89c4\u6a21\u5316\u5e94\u7528\u7684\u524d\u63d0\u3002\u7136\u800c\uff0c\u4e0d\u53ef\u9760\u7684\u6570\u636e\u6b63\u5728\u5f15\u53d1\u4eba\u4eec\u5bf9\u4e8eAI\u7684\u4e0d\u4fe1\u4efb\u611f\uff0c\u4e25\u91cd\u51b2\u51fb\u7740\u4eba\u673a\u534f\u4f5c\u7684\u57fa\u7840\u3002\u7531\u4e8e\u7f3a\u4e4f\u53ef\u9760\u3001\u7edf\u4e00\u7684\u6570\u636e\u652f\u6491\uff0c\u4f01\u4e1a\u7ba1\u7406\u8005\u65e0\u6cd5\u5c31\u8de8\u5e02\u573a\u7684\u8d44\u6e90\u5206\u914d\u4e0e\u76ee\u6807\u8bbe\u5b9a\u4f5c\u51fa\u79d1\u5b66\u51b3\u7b56\uff0c\u53ea\u80fd\u88ab\u8feb\u4f9d\u8d56\u4e3b\u89c2\u7ecf\u9a8c\u3002\u8c03\u7814\u4e2d\uff0c\u670973%\u7684\u53d7\u8bbf\u9ad8\u7ba1\u8868\u793a\uff0c\u81ea\u5df1\u6b63\u9762\u4e34\u4e25\u91cd\u7684\u6570\u636e\u8d28\u91cf\u95ee\u9898\uff1b\u903e\u516b\u6210\uff0881%\uff09\u53d7\u8bbf\u8005\u5c06\u63d0\u5347\u6570\u636e\u8d28\u91cf\uff0c\u5217\u4e3a\u672a\u676512\u4e2a\u6708\u5185\u4e9f\u5f85\u89e3\u51b3\u7684\u9996\u8981\u6570\u636e\u95ee\u9898\u3002<\/p>\n<p>\u8d39\u65f6\u8d39\u529b\u7684\u6570\u636e\u683c\u5f0f\u6e05\u7406\u5de5\u4f5c\uff0c\u4e5f\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d88\u78e8\u7740\u4eba\u4eec\u5bf9\u4e8e\u6570\u636e\u7684\u8010\u5fc3\u548c\u4fe1\u5fc3\u3002\u5bf9\u4e8e\u4e00\u7ebf\u9500\u552e\u4ee3\u8868\u6765\u8bf4\uff0c\u5982\u679c\u6570\u636e\u53ca\u5176\u4ea7\u751f\u7684\u7b56\u7565\u3001\u5efa\u8bae\u8131\u79bb\u5b9e\u9645\u3001\u5b58\u5728\u660e\u663e\u9519\u8bef\uff0c\u4ed6\u4eec\u4fbf\u66f4\u6709\u53ef\u80fd\u201c\u7528\u811a\u6295\u7968\u201d\uff0c\u5f03\u7528\u6570\u636e\u548cAI\u5de5\u5177\u3002\u67d0\u4f4d\u53d7\u8bbf\u9ad8\u7ba1\u5766\u8a00\uff0c\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u6570\u636e\u4f7f\u5f97\u5e02\u573a\u7b56\u7565\u53d8\u6210\u4e86\u201c\u731c\u8c1c\u6e38\u620f\u201d\uff0c\u4e00\u7ebf\u56e2\u961f\u5bf9\u4e8e\u76f4\u89c9\u7684\u4fe1\u4efb\u8fdc\u8d85\u6570\u636e\uff0c\u5bfc\u81f4\u603b\u90e8\u6218\u7565\u4e0e\u4e00\u7ebf\u6267\u884c\u95f4\u7684\u4e25\u91cd\u8131\u8282\u3002<\/p>\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0c\u9ad8\u8d28\u91cf\u6570\u636e\u7684\u7f3a\u5931\u8fd8\u4f1a\u5bfc\u81f4HCP\u4f53\u9a8c\u4e0d\u4f73\u2014\u2014\u540c\u4e00\u5bb6\u836f\u4f01\u7684\u591a\u4e2a\u56e2\u961f\u53ef\u80fd\u5c31\u540c\u4e00\u8bae\u9898\u53cd\u590d\u8054\u7cfb\u67d0\u4f4d\u4e13\u5bb6\uff0c\u63a8\u9001\u4e0e\u5176\u4e13\u4e1a\u77e5\u8bc6\u65e0\u5173\u7684\u4fe1\u606f\u3002\u8fd9\u79cd\u5272\u88c2\u7684\u63a5\u89e6\u65b9\u5f0f\u66b4\u9732\u51fa\u4f01\u4e1a\u7b56\u7565\u7684\u65e0\u5e8f\uff0c\u6301\u7eed\u4fb5\u8680\u7740HCP\u7684\u4fe1\u4efb\u4e0e\u5408\u4f5c\u610f\u613f\u3002<\/p>\n<h5>2.\t\u6570\u636e\u788e\u7247\u5316\u9020\u6210\u51b3\u7b56\u901f\u5ea6\u74f6\u9888<\/h5>\n<p>\u6211\u4eec\u5728\u8c03\u7814\u4e2d\u53d1\u73b0\uff0c\u670972%\u7684\u4f01\u4e1a\u4f1a\u8017\u65f6\u8d85\u8fc7100\u5929\uff0c\u6765\u8fdb\u884c\u8de8\u6570\u636e\u6e90\u7684HCP\u4fe1\u606f\u5339\u914d\uff1b62%\u7684\u4f01\u4e1a\u4f1a\u8017\u65f6\u8d85\u8fc7200\u5929\uff0c\u624d\u80fd\u5b8c\u6210\u7b2c\u4e09\u65b9\u6570\u636e\u8bbf\u95ee\u534f\u8bae\uff08TPA\uff09\u7684\u5ba1\u6279\u6d41\u7a0b\uff0c\u83b7\u51c6\u4f7f\u7528\u6570\u636e\u3002\u8fd9\u6837\u7684\u901f\u5ea6\u663e\u7136\u65e0\u6cd5\u6ee1\u8db3AI\u65f6\u4ee3\u7684\u51b3\u7b56\u9700\u8981\uff0c\u4ece\u800c\u5bfc\u81f4\u4e0d\u5c11\u7531\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u8fd8\u6ca1\u201c\u51fa\u751f\u201d\u5c31\u5df2\u7ecf\u201c\u5931\u6548\u201d\u3002<\/p>\n<p>\u901f\u5ea6\u74f6\u9888\u7684\u6839\u6e90\u5728\u4e8e\u6570\u636e\u7684\u788e\u7247\u5316\u3002\u9996\u5148\uff0cHCP\u6570\u636e\u5206\u6563\u5728\u4e0d\u540c\u533a\u57df\u7684\u4e0d\u540c\u7cfb\u7edf\u4e2d\uff0c\u4e14\u5e38\u5e38\u56e0\u4e3a\u5185\u90e8\u9632\u706b\u5899\u6216\u5197\u957f\u7684\u5ba1\u6279\u6d41\u7a0b\u800c\u65e0\u6cd5\u987a\u5229\u8c03\u7528\uff0c\u53ef\u83b7\u53d6\u6027\u4e0d\u4f73\u3002\u5176\u6b21\uff0c\u7531\u4e8e\u5386\u53f2\u539f\u56e0\uff0c\u4e0d\u540c\u7cfb\u7edf\u4e2d\u7684\u6570\u636e\u5f80\u5f80\u6807\u51c6\u5404\u5f02\u3001\u683c\u5f0f\u4e0d\u540c\uff0c\u5373\u4fbf\u6210\u529f\u83b7\u53d6\uff0c\u4e5f\u65e0\u6cd5\u9a6c\u4e0a\u4f7f\u7528\uff0c\u4e92\u64cd\u4f5c\u6027\u4e0d\u5f3a\u3002\u518d\u6b21\uff0c\u6570\u636e\u7684\u65f6\u6548\u6027\u4e5f\u662f\u5236\u7ea6\u5176\u5e94\u7528\u7684\u75db\u70b9\u3002\u6709\u53d7\u8bbf\u9ad8\u7ba1\u8868\u793a\uff0c\u5373\u4fbf\u662f\u4fee\u6539\u59d3\u540d\u6216\u5730\u5740\u8fd9\u7c7b\u7b80\u5355\u7684\u6570\u636e\u53d8\u66f4\u8bf7\u6c42\uff0c\u4e5f\u53ef\u80fd\u9700\u8981\u4e24\u5468\u65f6\u95f4\u624d\u80fd\u89e3\u51b3\u3002<\/p>\n<h5>3.\t\u6570\u636e\u4e0d\u4e00\u81f4\u5bfc\u81f4\u5ba2\u6237\u753b\u50cf\u5931\u771f<\/h5>\n<p>\u8c03\u7814\u663e\u793a\uff0c\u201c\u6570\u636e\u4e0d\u4e00\u81f4\u201d\u95ee\u9898\u5728\u5982\u4eca\u7684\u836f\u4f01\u4e2d\u666e\u904d\u5b58\u5728\u3002\u8fd9\u4e0d\u4ec5\u5bfc\u81f4\u4e86\u836f\u4f01\u65e0\u6cd5\u751f\u6210\u5173\u4e8e\u5ba2\u6237\u4e0e\u4ea7\u54c1\u7684\u7edf\u4e00\u753b\u50cf\uff0c\u4ece\u800c\u96be\u4ee5\u652f\u6491\u7cbe\u51c6\u51b3\u7b56\uff1b\u4e5f\u4f7f\u5f97\u836f\u4f01\u9700\u8981\u8017\u8d39\u5de8\u5927\u7684\u8fd0\u8425\u6210\u672c\u548c\u7cbe\u529b\uff0c\u53bb\u5b8c\u6210\u6570\u636e\u7684\u6e05\u6d17\u4e0e\u6574\u5408\u3002\u8fd9\u662f\u590d\u6742\u7684\u6570\u636e\u751f\u6001\u7cfb\u7edf\u7684\u5fc5\u7136\u4ea7\u7269\u3002\u7531\u4e8e\u4fe1\u606f\u5206\u6563\u5728\u5185\u90e8\u4e0e\u5916\u90e8\u6570\u636e\u6e90\u3001\u4e0d\u540c\u8f6f\u4ef6\u7cfb\u7edf\u4ee5\u53ca\u5404\u4e1a\u52a1\u5355\u5143\u4e4b\u95f4\uff0c\u4f7f\u5f97\u540c\u4e00\u5ba2\u6237\u5728\u4e0d\u540c\u6570\u636e\u6e90\u4e2d\u4f1a\u5448\u73b0\u5b8c\u5168\u4e0d\u540c\u7684\u9762\u8c8c\uff0c\u4ece\u800c\u5bfc\u81f4\u5927\u8303\u56f4\u7684\u8bb0\u5f55\u91cd\u590d\u548c\u4fe1\u606f\u51b2\u7a81\u3002<\/p>\n<\/div>\n<h5>\u76f8\u5173\u9605\u8bfb<\/h5>\n<ul>\n<li>\n        <a href=\"\/cn\/resources\/cracking-the-idle-paradox-of-the-data-flywheel\/\">\u7834\u89e3\u201c\u6570\u636e\u98de\u8f6e\u201d\u7684\u7a7a\u8f6c\u6096\u8bba\uff1a\u4ece\u201c\u79c1\u6709\u5730\u56fe\u201d\u5230\u5168\u666f\u5546\u4e1a\u6d1e\u5bdf<\/a>\n    <\/li>\n<li>\n        <a href=\"\/cn\/resources\/hcp-access-a-gods-perspective-on-ending-behavioral-blind-spots\/\">HCP Access\uff1a\u7ec8\u7ed3\u884c\u4e3a\u76f2\u533a\u7684\u201c\u4e0a\u5e1d\u89c6\u89d2\u201d<\/a>\n    <\/li>\n<li>\n        <a href=\"\/cn\/resources\/ultra-hcp-refactoring-the-academic-radar-of-st\/\">Ultra HCP\uff1a\u91cd\u6784S&#038;T\u7684\u201c\u5b66\u672f\u96f7\u8fbe\u201d<\/a>\n    <\/li>\n<li>\n        <a href=\"\/cn\/resources\/rebuilding-executable-trust-in-the-ai-era\/\">\u5728AI\u65f6\u4ee3\u91cd\u5efa\u201c\u53ef\u6267\u884c\u7684\u4fe1\u4efb\u201d<\/a>\n    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\u5148\u627e\u5230\u5bf9\u7684\u4eba\uff08Ultra\uff09\uff0c\u770b\u6e05\u4ed6\u7684\u771f\u5b9e\u884c\u4e3a\uff08HCP Access\uff09\uff0c\u5efa\u7acb\u5bf9\u7684\u8ba4\u77e5\uff0c\u540e\u7eed\u7684AI\u5efa\u8bae\u624d\u80fd\u771f\u6b63\u843d\u5730\uff0c\u9a71\u52a8\u98de\u8f6e\u9ad8\u901f\u65cb\u8f6c\u3002<\/p>\n","protected":false},"featured_media":27268,"parent":0,"menu_order":0,"template":"","meta":{"footnotes":""},"class_list":["post-27199","resources","type-resources","status-publish","has-post-thumbnail","hentry","resource-area-data-cloud","resource-type-opinion-article","resource-product-hcp-access","resource-product-opendata1","resource-product-ultra-hcp"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/resources\/27199"}],"collection":[{"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/resources"}],"about":[{"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/types\/resources"}],"version-history":[{"count":1,"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/resources\/27199\/revisions"}],"predecessor-version":[{"id":27202,"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/resources\/27199\/revisions\/27202"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/media\/27268"}],"wp:attachment":[{"href":"https:\/\/www.veeva.com\/cn\/wp-json\/wp\/v2\/media?parent=27199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}