study-report-wanghuicheng/report-data.json

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  "answers": {
    "answeredAt": "2026-09-13T15:40:00+08:00",
    "answers": {
      "past": "企业AI落地最大的痛点是：只有AI的\"形\"（工具/提示词），没有AI的\"魂\"（系统/Harness/闭环/数据/人机协同）。不够原生是因为AI没有融入业务流程，不够性感是因为没有产生可衡量的业务价值。具体分为几点：\n1. 点状使用：员工各自用工具，未嵌入业务流程，不成系统。\n2. 只调提示词，不做Harness：AI无知识库、无规则、无工具链、无回流，输出不稳定。\n3. 数据散乱：知识未清洗分类，AI检索到过期错误信息，一上真实场景就翻车。\n4. 没有闭环：生成即结束，无人审核、无人使用、无人反馈，无法迭代进化。\n5. 忽视人机协同：要么幻想全自动，要么只做重复劳动，未找到人与AI的分工最优解。",
      "present": "一、总体感受\n企业AI落地的核心，不是模型有多强，而是能否将成功经验封装为可复用的Skill，使其成为企业的长期资产。即使人员流动，经验和能力仍能被保留和传承。\n\n二、最大收获：认清FDE的职责与定位\n作为企业AI推动者，我深刻认识到：\n职责无边界：AI落地遇阻时，不能止步于技术问题，而要主动推动业务融合。\n能力复合化：FDE既要懂业务，也要懂技术，成为既懂商业又懂技术的企业操盘手。\n护城河三要素：\n懂AI能力边界（持续学习）\n理性看待技术（不盲目追新）\n懂企业真实业务与商业价值（能落地、能产出）\n\n三、技术层面的进阶\n从原来关注\"本地化部署\"，转向思考如何让AI高质量地把工作做完做好，包括流程设计、知识库建设、规则校验、结果回流等系统性方法。\n\n四、最有感觉的项目：产品研发助手\n在产品研发助手项目中，我已经成功搭建并跑出了完整的产品研发方案结果，对最终的产出非常满意。这个项目让我切实感受到：Skill不是纸上谈兵，是真的能落地、能出活儿、能创造价值的。",
      "future": "未来落地三个方向\n方向一：产品研发助手本地化部署\n目标：将产品研发助手落地为本地化部署方案\n行动：与业务端协同，建立知识库SOP，并将整个流程AI化\n价值：让产品研发从\"人肉驱动\"转向\"AI系统驱动\"，提升效率与可复制性\n\n方向二：辅销工具助手的标杆复制\n策略：先集中资源打造1个产品的完整标杆案例（话术→海报→PPT全链路）\n路径：跑通一个完整的Skill闭环，验证可行后再逐步复制到其他产品和项目中\n原则：不贪多、不求快，先扎深一个点\n\n方向三：团队协作与项目组搭建\n理念：成功的项目离不开团队协作\n行动：主动与技术、业务协同，搭建正式项目组\n分工：已搭建的场景应用持续优化，未搭建的场景协同完成搭建\n目标：形成可持续运转的AI落地协作机制"
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