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ONE之后：钉钉的AI组织实验遗产

AI进入组织深处

ONE之后：钉钉的AI组织实验遗产

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{"i18n":{"language":"zh_CN"},"data":{"magic":2,"id":572830313625752,"tweetId":"572830313625752","gmtCreate":1780873522515,"gmtModify":1780883701220,"author":{"id":3572399531556994,"idStr":"3572399531556994","authorId":3572399531556994,"authorIdStr":"3572399531556994","name":"Tonydoo","avatar":"https://static.tigerbbs.com/0275fc64edb71e50475edb59047f4933","vip":1,"userType":1,"introduction":"","boolIsFan":false,"boolIsHead":false,"crmLevel":2,"crmLevelSwitch":0,"individualDisplayBadges":[],"wearingBadges":[],"fanSize":1,"starInvestorFlag":false},"themes":[],"images":[],"coverImages":[],"title":"","html":"<html><head></head><body><p>很客观，跟原文对比不带情绪化</p></body></html>","htmlText":"<html><head></head><body><p>很客观，跟原文对比不带情绪化</p></body></html>","text":"很客观，跟原文对比不带情绪化","highlighted":1,"essential":1,"paper":1,"likeSize":1,"commentSize":0,"repostSize":0,"favoriteSize":0,"link":"https://laohu8.com/post/572830313625752","repostId":2641498611,"repostType":2,"repost":{"id":"2641498611","kind":"highlight","weMediaInfo":{"introduction":"追踪全球财经热点，精选影响您财富的资讯，投资理财必备神器！","home_visible":1,"media_name":"华尔街见闻","id":"1084101182","head_image":"https://static.tigerbbs.com/66809d1f5c2e43e2bdf15820c6d6897e"},"pubTimestamp":1780671695,"share":"https://www.laohu8.com/m/news/2641498611?lang=zh_CN&edition=full","pubTime":"2026-06-05 23:01","market":"fut","language":"zh","title":"ONE之后：钉钉的AI组织实验遗产","url":"https://stock-news.laohu8.com/highlight/detail?id=2641498611","media":"华尔街见闻","summary":"AI进入组织深处","content":"<html><body><p>2026<span>年</span><span>6</span><span>月以来，一篇题为《置身钉内》的长文在产品圈和企业服务行业里流传。</span></p>\n<p><span>作者自称曾参与钉钉核心保密项目</span>ONE<span>的研发工作，并以亲历者身份回顾了这个项目从立项、发布到逐渐边缘化的全过程。</span></p>\n<p><span>按照文章</span><span>时间线</span><span>，</span>ONE<span>诞生于</span><span>2025</span><span>年</span><span>4</span><span>月，</span><span>8</span><span>月正式亮相，一度做到约</span><span>300</span><span>万日活，也是无招回归钉钉之后最重要的一次</span><span>AI</span><span>产品尝试。</span></p>\n<p><span>按照产品定义，</span>ONE<span>目标</span><span>把散落在消息、会议、审批、待办、文档和日程中的工作重新组织起来，让用户每天打开钉钉，就能直接看到当天最重要的事情，实现从</span><span>“</span><span>人找事</span><span>”</span><span>到</span><span>“</span><span>事找人</span><span>”</span><span>，如同一个</span><span>AI</span><span>办公版的“抖音”。</span></p>\n<p><span>如果这一设想成立，它改变的将不只是一个产品功能，还会影响企业组织获取信息、分配注意力和推进工作的方式。</span></p>\n<p><span>不少人把《置身钉内》当成钉钉</span>AI<span>转型受挫的证据，也有人把它视为无招回归后组织路线的一次侧写。</span></p>\n<p><span>这篇文章更像一位项目参与者离开之后写下的观察记录，带着个人视角以及难免的情绪和立场。也正因如此，它提供了一种外界很少能够接触到的观察角度。</span></p>\n<p><span>过去一年，大模型公司都在谈</span>Agent<span>、谈工作流、谈</span><span>AI</span><span>原生。发布会上看到的往往是光鲜的产品演示，可真正进入企业组织之后会发生什么，却很少有人愿意展开讲。</span></p>\n<p>ONE<span>恰好提供了一个样本。</span></p>\n<p><span>表面上，这是一个</span>AI<span>项目的兴衰；更深一层，它记录了一次企业组织与</span><span>AI</span><span>工作流之间的</span><span>真实摩擦</span><span>。</span></p>\n<h2><strong>ONE</strong><strong><span>想改变的</span></strong></h2>\n<p><span>如果只把</span>ONE<span>理解成钉钉里的一个</span><span>AI</span><span>功能，多少有些低估它的野心。</span></p>\n<p><span>过去二十多年，企业软件遵循的是工具逻辑。消息在消息页，文档在文档页，审批在审批中心。用户主动寻找信息、整理信息、判断信息，再决定下一步行动。</span></p>\n<p>ONE<span>希望改变这一过程。它希望</span><span>AI</span><span>先理解工作，再把工作重新组织出来。用户不需要翻几十个群聊，也不需要来回切换审批、待办和日程。</span><span>AI</span><span>提前完成筛选和排序，把重要的信息主动呈现在眼前。</span></p>\n<p><span>从产品设计看，这已经涉及办公软件入口的变化。</span>ONE<span>团队内部曾设想多个典型场景：早晨上班时，</span><span>AI</span><span>已经整理好当天的会议和待办；工作过程中，</span><span>AI</span><span>主动识别关键事项并进行提醒；下班之前，</span><span>AI</span><span>帮助用户查漏补缺，避免遗漏重要信息。它还会根据用户的工作内容推荐行业动态、竞品信息和研究资料。</span></p>\n<p><span>这种设计背后有一个判断：未来企业软件的竞争，正在从功能数量转向上下文能力。</span></p>\n<p>Agent<span>浪潮兴起后，用户希望</span><span>AI</span><span>理解自己的工作环境、掌握组织上下文，并推动事情向前完成。在这方面，钉钉天然拥有优势。它拥有企业通讯录、组织关系、消息链路、审批体系、会议系统和文档体系。普通</span><span>AI</span><span>助手很难知道谁和谁有关联，也不知道哪些消息会影响项目推进，但钉钉知道。</span></p>\n<p><span>在传统互联网时代，入口意味着流量；到了</span>AI<span>时代，入口开始意味着上下文。这也是无招重新押注</span><span>AI</span><span>的重要原因。</span></p>\n<h2><strong><span>多目标</span></strong><strong><span>的沉重</span></strong></h2>\n<p>ONE<span>后来的经历，很难简单归结为产品设计本身。《置身钉内》中提到，</span><span>ONE</span><span>从诞生开始，就承载着多种期待。</span></p>\n<p><span>首先是用户层面的期待。消息越来越多，群聊越来越杂，很多人每天打开钉钉的第一件事，就是在几十个窗口之间来回切换。</span>ONE<span>希望帮用户把这些碎片重新整理起来，让工作不再被消息流牵着走。</span></p>\n<p><span>其次是产品层面的期待。大模型时代已经到来，钉钉需要新的</span>AI<span>入口，也需要新的产品叙事。对于无招回归后的钉钉而言，</span><span>ONE</span><span>还承担着组织层面的意义，它不只是一个功能项目，也被寄望成为新一轮</span><span>AI</span><span>转型的代表作。</span></p>\n<p><span>再往后，还有商业化层面的期待。</span>AI<span>需要算力，也需要真实场景。钉钉天然拥有海量工作场景，因此被视为</span><span>AI</span><span>落地的重要试验田。问题在于，这些目标单独看都成立，却未必能够通过同一个产品同时完成。</span></p>\n<p>ONE<span>既希望成为所有人每天都会打开的入口，又希望解决足够深的问题；既需要覆盖大多数用户，又需要证明商业价值；既承担战略意义，又背着增长指标。一个面向全体用户的产品，通常解决的是共性需求；真正愿意持续付费的场景，很多时候来自具体行业和具体业务。</span></p>\n<p><span>于是</span>ONE<span>不断在几个方向之间切换。工作流、内容流、知识服务、</span><span>Agent</span><span>入口、</span><span>AI</span><span>工作台</span><span>……</span><span>每个方向都能讲通，每个方向又都很难走到极致。</span></p>\n<p><span>回头看，</span>ONE<span>承载的已经不只是一个产品目标。它既被寄望成为钉钉</span><span>AI</span><span>转型的代表作，也被赋予探索</span><span>AI</span><span>原生组织形态的期待。</span></p>\n<p><span>对于钉钉而言，</span>ONE<span>既是一款产品，也是一场实验。</span></p>\n<h2><strong><span>AI的组织实验与摩擦</span></strong></h2>\n<p><span>《置身钉内》的核心讨论，是</span>AI<span>进入组织之后会发生什么。</span></p>\n<p><span>钉钉从诞生开始，就是一款带有鲜明管理属性的软件。无论是</span>DING<span>、已读未读，还是审批流和考勤，背后对应的都是组织管理中的确定性需求：发出的通知有没有人看，交代的任务有没有推进，项目进行到了哪里。</span></p>\n<p><span>这些需求构成了钉钉最早的产品基因。作者在文中做了一个对比：微信更接近收信人的视角，它克制地不做已读未读，也尽量避免强打扰；钉钉更接近组织协作的视角，它强调触达率、执行率和事情向前推进。</span></p>\n<p><span>到了</span>AI<span>时代，这种差异被进一步放大。如果</span><span>AI</span><span>帮助员工总结消息、筛选重点、减少信息过载，它更像一个秘书；如果</span><span>AI</span><span>帮助组织识别谁没有回复、谁没有跟进、哪些任务存在风险，它又会成为组织管理体系的一部分。</span></p>\n<p><span>两种能力往往来自同一套数据。同样一句</span><span>“</span><span>事找人</span><span>”</span><span>，不同角色看到的是不同价值。员工看到的是更少的群聊和红点，管理者看到的是更少的遗漏和延误，组织看到的是更高的执行确定性。</span></p>\n<p><span>这也是企业</span>AI<span>与消费级</span><span>AI</span><span>的差异。消费级</span><span>AI</span><span>面对的是个人，企业</span><span>AI</span><span>面对的是组织。组织内部存在层级、分工和责任链条，</span><span>AI</span><span>一旦进入工作流，就会参与信息分配、优先级排序和流程推进。</span></p>\n<p><span>过去大家讨论</span>AI<span>办公，更多关注模型能力、</span><span>Agent</span><span>能力和自动化能力。随着</span><span>AI</span><span>开始进入真实组织，一个新的问题开始出现：今天的大多数组织，仍然围绕人建立，管理体系、协作机制和责任链条也都围绕人设计。</span></p>\n<p>AI<span>能够帮助组织获得更强的可见性和执行确定性，却很难立刻成为新的组织中心。信息如何分配，责任如何划分，决策如何形成，组织如何运行，这些问题目前都还没有统一答案。</span></p>\n<p><span>从这个角度看，《置身钉内》的价值，并不在于证明了</span>ONE<span>为什么没能成为钉钉的新入口</span><span>，</span><span>它更像是记录了一次</span>AI<span>工作流进入真实组织后的碰撞过程。</span></p>\n<p>ONE<span>没有给出答案，但它提前暴露了问题。</span></p>\n<p>AI<span>办公软件的下一场竞争，未必只发生在模型层，也未必只发生在</span><span>Agent</span><span>数量上。如何让</span><span>AI</span><span>融入组织，同时保持组织本身的稳定运行，正在成为所有企业软件共同面对的问题。</span></p>\n</body></html>","collect":0,"html":"<!DOCTYPE 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}\na{text-decoration:none; color:#2a4b87;}\n.meta .head { display: inline-block; overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 11px; color: #7E829C; margin: 0;line-height: 11px;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\nONE之后：钉钉的AI组织实验遗产\n</h2>\n\n<h4 class=\"meta\">\n\n\n<a class=\"head\" href=\"https://laohu8.com/wemedia/1084101182\">\n\n\n<div class=\"h-thumb\" style=\"background-image:url(https://static.tigerbbs.com/66809d1f5c2e43e2bdf15820c6d6897e);background-size:cover;\"></div>\n\n<div class=\"h-content\">\n<p class=\"h-name\">华尔街见闻 </p>\n<p class=\"h-time\">2026-06-05 23:01</p>\n</div>\n\n</a>\n\n\n</h4>\n\n</header>\n<article>\n<html><body><p>2026<span>年</span><span>6</span><span>月以来，一篇题为《置身钉内》的长文在产品圈和企业服务行业里流传。</span></p>\n<p><span>作者自称曾参与钉钉核心保密项目</span>ONE<span>的研发工作，并以亲历者身份回顾了这个项目从立项、发布到逐渐边缘化的全过程。</span></p>\n<p><span>按照文章</span><span>时间线</span><span>，</span>ONE<span>诞生于</span><span>2025</span><span>年</span><span>4</span><span>月，</span><span>8</span><span>月正式亮相，一度做到约</span><span>300</span><span>万日活，也是无招回归钉钉之后最重要的一次</span><span>AI</span><span>产品尝试。</span></p>\n<p><span>按照产品定义，</span>ONE<span>目标</span><span>把散落在消息、会议、审批、待办、文档和日程中的工作重新组织起来，让用户每天打开钉钉，就能直接看到当天最重要的事情，实现从</span><span>“</span><span>人找事</span><span>”</span><span>到</span><span>“</span><span>事找人</span><span>”</span><span>，如同一个</span><span>AI</span><span>办公版的“抖音”。</span></p>\n<p><span>如果这一设想成立，它改变的将不只是一个产品功能，还会影响企业组织获取信息、分配注意力和推进工作的方式。</span></p>\n<p><span>不少人把《置身钉内》当成钉钉</span>AI<span>转型受挫的证据，也有人把它视为无招回归后组织路线的一次侧写。</span></p>\n<p><span>这篇文章更像一位项目参与者离开之后写下的观察记录，带着个人视角以及难免的情绪和立场。也正因如此，它提供了一种外界很少能够接触到的观察角度。</span></p>\n<p><span>过去一年，大模型公司都在谈</span>Agent<span>、谈工作流、谈</span><span>AI</span><span>原生。发布会上看到的往往是光鲜的产品演示，可真正进入企业组织之后会发生什么，却很少有人愿意展开讲。</span></p>\n<p>ONE<span>恰好提供了一个样本。</span></p>\n<p><span>表面上，这是一个</span>AI<span>项目的兴衰；更深一层，它记录了一次企业组织与</span><span>AI</span><span>工作流之间的</span><span>真实摩擦</span><span>。</span></p>\n<h2><strong>ONE</strong><strong><span>想改变的</span></strong></h2>\n<p><span>如果只把</span>ONE<span>理解成钉钉里的一个</span><span>AI</span><span>功能，多少有些低估它的野心。</span></p>\n<p><span>过去二十多年，企业软件遵循的是工具逻辑。消息在消息页，文档在文档页，审批在审批中心。用户主动寻找信息、整理信息、判断信息，再决定下一步行动。</span></p>\n<p>ONE<span>希望改变这一过程。它希望</span><span>AI</span><span>先理解工作，再把工作重新组织出来。用户不需要翻几十个群聊，也不需要来回切换审批、待办和日程。</span><span>AI</span><span>提前完成筛选和排序，把重要的信息主动呈现在眼前。</span></p>\n<p><span>从产品设计看，这已经涉及办公软件入口的变化。</span>ONE<span>团队内部曾设想多个典型场景：早晨上班时，</span><span>AI</span><span>已经整理好当天的会议和待办；工作过程中，</span><span>AI</span><span>主动识别关键事项并进行提醒；下班之前，</span><span>AI</span><span>帮助用户查漏补缺，避免遗漏重要信息。它还会根据用户的工作内容推荐行业动态、竞品信息和研究资料。</span></p>\n<p><span>这种设计背后有一个判断：未来企业软件的竞争，正在从功能数量转向上下文能力。</span></p>\n<p>Agent<span>浪潮兴起后，用户希望</span><span>AI</span><span>理解自己的工作环境、掌握组织上下文，并推动事情向前完成。在这方面，钉钉天然拥有优势。它拥有企业通讯录、组织关系、消息链路、审批体系、会议系统和文档体系。普通</span><span>AI</span><span>助手很难知道谁和谁有关联，也不知道哪些消息会影响项目推进，但钉钉知道。</span></p>\n<p><span>在传统互联网时代，入口意味着流量；到了</span>AI<span>时代，入口开始意味着上下文。这也是无招重新押注</span><span>AI</span><span>的重要原因。</span></p>\n<h2><strong><span>多目标</span></strong><strong><span>的沉重</span></strong></h2>\n<p>ONE<span>后来的经历，很难简单归结为产品设计本身。《置身钉内》中提到，</span><span>ONE</span><span>从诞生开始，就承载着多种期待。</span></p>\n<p><span>首先是用户层面的期待。消息越来越多，群聊越来越杂，很多人每天打开钉钉的第一件事，就是在几十个窗口之间来回切换。</span>ONE<span>希望帮用户把这些碎片重新整理起来，让工作不再被消息流牵着走。</span></p>\n<p><span>其次是产品层面的期待。大模型时代已经到来，钉钉需要新的</span>AI<span>入口，也需要新的产品叙事。对于无招回归后的钉钉而言，</span><span>ONE</span><span>还承担着组织层面的意义，它不只是一个功能项目，也被寄望成为新一轮</span><span>AI</span><span>转型的代表作。</span></p>\n<p><span>再往后，还有商业化层面的期待。</span>AI<span>需要算力，也需要真实场景。钉钉天然拥有海量工作场景，因此被视为</span><span>AI</span><span>落地的重要试验田。问题在于，这些目标单独看都成立，却未必能够通过同一个产品同时完成。</span></p>\n<p>ONE<span>既希望成为所有人每天都会打开的入口，又希望解决足够深的问题；既需要覆盖大多数用户，又需要证明商业价值；既承担战略意义，又背着增长指标。一个面向全体用户的产品，通常解决的是共性需求；真正愿意持续付费的场景，很多时候来自具体行业和具体业务。</span></p>\n<p><span>于是</span>ONE<span>不断在几个方向之间切换。工作流、内容流、知识服务、</span><span>Agent</span><span>入口、</span><span>AI</span><span>工作台</span><span>……</span><span>每个方向都能讲通，每个方向又都很难走到极致。</span></p>\n<p><span>回头看，</span>ONE<span>承载的已经不只是一个产品目标。它既被寄望成为钉钉</span><span>AI</span><span>转型的代表作，也被赋予探索</span><span>AI</span><span>原生组织形态的期待。</span></p>\n<p><span>对于钉钉而言，</span>ONE<span>既是一款产品，也是一场实验。</span></p>\n<h2><strong><span>AI的组织实验与摩擦</span></strong></h2>\n<p><span>《置身钉内》的核心讨论，是</span>AI<span>进入组织之后会发生什么。</span></p>\n<p><span>钉钉从诞生开始，就是一款带有鲜明管理属性的软件。无论是</span>DING<span>、已读未读，还是审批流和考勤，背后对应的都是组织管理中的确定性需求：发出的通知有没有人看，交代的任务有没有推进，项目进行到了哪里。</span></p>\n<p><span>这些需求构成了钉钉最早的产品基因。作者在文中做了一个对比：微信更接近收信人的视角，它克制地不做已读未读，也尽量避免强打扰；钉钉更接近组织协作的视角，它强调触达率、执行率和事情向前推进。</span></p>\n<p><span>到了</span>AI<span>时代，这种差异被进一步放大。如果</span><span>AI</span><span>帮助员工总结消息、筛选重点、减少信息过载，它更像一个秘书；如果</span><span>AI</span><span>帮助组织识别谁没有回复、谁没有跟进、哪些任务存在风险，它又会成为组织管理体系的一部分。</span></p>\n<p><span>两种能力往往来自同一套数据。同样一句</span><span>“</span><span>事找人</span><span>”</span><span>，不同角色看到的是不同价值。员工看到的是更少的群聊和红点，管理者看到的是更少的遗漏和延误，组织看到的是更高的执行确定性。</span></p>\n<p><span>这也是企业</span>AI<span>与消费级</span><span>AI</span><span>的差异。消费级</span><span>AI</span><span>面对的是个人，企业</span><span>AI</span><span>面对的是组织。组织内部存在层级、分工和责任链条，</span><span>AI</span><span>一旦进入工作流，就会参与信息分配、优先级排序和流程推进。</span></p>\n<p><span>过去大家讨论</span>AI<span>办公，更多关注模型能力、</span><span>Agent</span><span>能力和自动化能力。随着</span><span>AI</span><span>开始进入真实组织，一个新的问题开始出现：今天的大多数组织，仍然围绕人建立，管理体系、协作机制和责任链条也都围绕人设计。</span></p>\n<p>AI<span>能够帮助组织获得更强的可见性和执行确定性，却很难立刻成为新的组织中心。信息如何分配，责任如何划分，决策如何形成，组织如何运行，这些问题目前都还没有统一答案。</span></p>\n<p><span>从这个角度看，《置身钉内》的价值，并不在于证明了</span>ONE<span>为什么没能成为钉钉的新入口</span><span>，</span><span>它更像是记录了一次</span>AI<span>工作流进入真实组织后的碰撞过程。</span></p>\n<p>ONE<span>没有给出答案，但它提前暴露了问题。</span></p>\n<p>AI<span>办公软件的下一场竞争，未必只发生在模型层，也未必只发生在</span><span>Agent</span><span>数量上。如何让</span><span>AI</span><span>融入组织，同时保持组织本身的稳定运行，正在成为所有企业软件共同面对的问题。</span></p>\n</body></html>\n\n</article>\n</div>\n</body>\n</html>\n","type":0,"thumbnail":"","relate_stocks":{"89988":"阿里巴巴-WR","LU0577902538.SGD":"Fullerton 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ACC"},"source_url":"https://wallstreetcn.com/articles/3773989","is_english":false,"share_image_url":"https://static.laohu8.com/e9f99090a1c2ed51c021029395664489","article_id":"2641498611","content_text":"2026年6月以来，一篇题为《置身钉内》的长文在产品圈和企业服务行业里流传。\n作者自称曾参与钉钉核心保密项目ONE的研发工作，并以亲历者身份回顾了这个项目从立项、发布到逐渐边缘化的全过程。\n按照文章时间线，ONE诞生于2025年4月，8月正式亮相，一度做到约300万日活，也是无招回归钉钉之后最重要的一次AI产品尝试。\n按照产品定义，ONE目标把散落在消息、会议、审批、待办、文档和日程中的工作重新组织起来，让用户每天打开钉钉，就能直接看到当天最重要的事情，实现从“人找事”到“事找人”，如同一个AI办公版的“抖音”。\n如果这一设想成立，它改变的将不只是一个产品功能，还会影响企业组织获取信息、分配注意力和推进工作的方式。\n不少人把《置身钉内》当成钉钉AI转型受挫的证据，也有人把它视为无招回归后组织路线的一次侧写。\n这篇文章更像一位项目参与者离开之后写下的观察记录，带着个人视角以及难免的情绪和立场。也正因如此，它提供了一种外界很少能够接触到的观察角度。\n过去一年，大模型公司都在谈Agent、谈工作流、谈AI原生。发布会上看到的往往是光鲜的产品演示，可真正进入企业组织之后会发生什么，却很少有人愿意展开讲。\nONE恰好提供了一个样本。\n表面上，这是一个AI项目的兴衰；更深一层，它记录了一次企业组织与AI工作流之间的真实摩擦。\nONE想改变的\n如果只把ONE理解成钉钉里的一个AI功能，多少有些低估它的野心。\n过去二十多年，企业软件遵循的是工具逻辑。消息在消息页，文档在文档页，审批在审批中心。用户主动寻找信息、整理信息、判断信息，再决定下一步行动。\nONE希望改变这一过程。它希望AI先理解工作，再把工作重新组织出来。用户不需要翻几十个群聊，也不需要来回切换审批、待办和日程。AI提前完成筛选和排序，把重要的信息主动呈现在眼前。\n从产品设计看，这已经涉及办公软件入口的变化。ONE团队内部曾设想多个典型场景：早晨上班时，AI已经整理好当天的会议和待办；工作过程中，AI主动识别关键事项并进行提醒；下班之前，AI帮助用户查漏补缺，避免遗漏重要信息。它还会根据用户的工作内容推荐行业动态、竞品信息和研究资料。\n这种设计背后有一个判断：未来企业软件的竞争，正在从功能数量转向上下文能力。\nAgent浪潮兴起后，用户希望AI理解自己的工作环境、掌握组织上下文，并推动事情向前完成。在这方面，钉钉天然拥有优势。它拥有企业通讯录、组织关系、消息链路、审批体系、会议系统和文档体系。普通AI助手很难知道谁和谁有关联，也不知道哪些消息会影响项目推进，但钉钉知道。\n在传统互联网时代，入口意味着流量；到了AI时代，入口开始意味着上下文。这也是无招重新押注AI的重要原因。\n多目标的沉重\nONE后来的经历，很难简单归结为产品设计本身。《置身钉内》中提到，ONE从诞生开始，就承载着多种期待。\n首先是用户层面的期待。消息越来越多，群聊越来越杂，很多人每天打开钉钉的第一件事，就是在几十个窗口之间来回切换。ONE希望帮用户把这些碎片重新整理起来，让工作不再被消息流牵着走。\n其次是产品层面的期待。大模型时代已经到来，钉钉需要新的AI入口，也需要新的产品叙事。对于无招回归后的钉钉而言，ONE还承担着组织层面的意义，它不只是一个功能项目，也被寄望成为新一轮AI转型的代表作。\n再往后，还有商业化层面的期待。AI需要算力，也需要真实场景。钉钉天然拥有海量工作场景，因此被视为AI落地的重要试验田。问题在于，这些目标单独看都成立，却未必能够通过同一个产品同时完成。\nONE既希望成为所有人每天都会打开的入口，又希望解决足够深的问题；既需要覆盖大多数用户，又需要证明商业价值；既承担战略意义，又背着增长指标。一个面向全体用户的产品，通常解决的是共性需求；真正愿意持续付费的场景，很多时候来自具体行业和具体业务。\n于是ONE不断在几个方向之间切换。工作流、内容流、知识服务、Agent入口、AI工作台……每个方向都能讲通，每个方向又都很难走到极致。\n回头看，ONE承载的已经不只是一个产品目标。它既被寄望成为钉钉AI转型的代表作，也被赋予探索AI原生组织形态的期待。\n对于钉钉而言，ONE既是一款产品，也是一场实验。\nAI的组织实验与摩擦\n《置身钉内》的核心讨论，是AI进入组织之后会发生什么。\n钉钉从诞生开始，就是一款带有鲜明管理属性的软件。无论是DING、已读未读，还是审批流和考勤，背后对应的都是组织管理中的确定性需求：发出的通知有没有人看，交代的任务有没有推进，项目进行到了哪里。\n这些需求构成了钉钉最早的产品基因。作者在文中做了一个对比：微信更接近收信人的视角，它克制地不做已读未读，也尽量避免强打扰；钉钉更接近组织协作的视角，它强调触达率、执行率和事情向前推进。\n到了AI时代，这种差异被进一步放大。如果AI帮助员工总结消息、筛选重点、减少信息过载，它更像一个秘书；如果AI帮助组织识别谁没有回复、谁没有跟进、哪些任务存在风险，它又会成为组织管理体系的一部分。\n两种能力往往来自同一套数据。同样一句“事找人”，不同角色看到的是不同价值。员工看到的是更少的群聊和红点，管理者看到的是更少的遗漏和延误，组织看到的是更高的执行确定性。\n这也是企业AI与消费级AI的差异。消费级AI面对的是个人，企业AI面对的是组织。组织内部存在层级、分工和责任链条，AI一旦进入工作流，就会参与信息分配、优先级排序和流程推进。\n过去大家讨论AI办公，更多关注模型能力、Agent能力和自动化能力。随着AI开始进入真实组织，一个新的问题开始出现：今天的大多数组织，仍然围绕人建立，管理体系、协作机制和责任链条也都围绕人设计。\nAI能够帮助组织获得更强的可见性和执行确定性，却很难立刻成为新的组织中心。信息如何分配，责任如何划分，决策如何形成，组织如何运行，这些问题目前都还没有统一答案。\n从这个角度看，《置身钉内》的价值，并不在于证明了ONE为什么没能成为钉钉的新入口，它更像是记录了一次AI工作流进入真实组织后的碰撞过程。\nONE没有给出答案，但它提前暴露了问题。\nAI办公软件的下一场竞争，未必只发生在模型层，也未必只发生在Agent数量上。如何让AI融入组织，同时保持组织本身的稳定运行，正在成为所有企业软件共同面对的问题。","news_type":1,"symbols_score_info":{"89988":0.6,"HBBD.SI":0.6,"ALBmain":0.6,"09988":1.85,"BABA":1.85}},"isVote":1,"tweetType":1,"viewCount":337,"commentLimit":10,"likeStatus":false,"favoriteStatus":false,"reportStatus":false,"symbols":[],"verified":2,"subType":0,"readableState":1,"langContent":"CN","currentLanguage":"CN","warmUpFlag":false,"orderFlag":false,"shareable":true,"causeOfNotShareable":"","featuresForAnalytics":[],"commentAndTweetFlag":false,"andRepostAutoSelectedFlag":false,"upFlag":false,"length":27,"optionInvolvedFlag":false,"xxTargetLangEnum":"ZH_CN"},"commentList":[],"hasMoreComment":false,"orderType":2}