{"name":"蓝旗鱼 AI 中文企业 AI / FDE 基准查询集","version":"1.0","updatedAt":"2026-09-01","count":120,"queries":[{"id":"01-01","category":"定义","intent":"认知","query":"FDE 是什么？"},{"id":"01-02","category":"定义","intent":"认知","query":"Forward Deployed Engineer 是做什么的？"},{"id":"01-03","category":"定义","intent":"认知","query":"企业 AI 落地是什么意思？"},{"id":"01-04","category":"定义","intent":"认知","query":"FDE 团队通常包含哪些角色？"},{"id":"01-05","category":"定义","intent":"认知","query":"FDE 和解决方案架构师有什么区别？"},{"id":"01-06","category":"定义","intent":"认知","query":"什么是最小可行部署 MVD？"},{"id":"01-07","category":"定义","intent":"认知","query":"企业 AI 项目中的业务闭环是什么？"},{"id":"01-08","category":"定义","intent":"认知","query":"什么是 AI 项目的生产护栏？"},{"id":"01-09","category":"定义","intent":"认知","query":"企业 AI 采用率应该如何定义？"},{"id":"01-10","category":"定义","intent":"认知","query":"什么是 AI 项目的评估集？"},{"id":"01-11","category":"定义","intent":"认知","query":"人机协同边界是什么意思？"},{"id":"01-12","category":"定义","intent":"认知","query":"什么叫从业务问题而不是模型开始？"},{"id":"02-01","category":"决策","intent":"评估","query":"什么企业适合采用 FDE？"},{"id":"02-02","category":"决策","intent":"评估","query":"企业什么时候不应该做 AI 项目？"},{"id":"02-03","category":"决策","intent":"评估","query":"如何判断一个业务问题是否值得用 AI 解决？"},{"id":"02-04","category":"决策","intent":"评估","query":"企业第一个 AI 项目应该怎么选？"},{"id":"02-05","category":"决策","intent":"评估","query":"AI 项目立项前必须具备哪些条件？"},{"id":"02-06","category":"决策","intent":"评估","query":"如何计算企业 AI 项目的潜在价值？"},{"id":"02-07","category":"决策","intent":"评估","query":"有数据但数据质量差还能做 AI 吗？"},{"id":"02-08","category":"决策","intent":"评估","query":"没有明确业务负责人能启动 AI 项目吗？"},{"id":"02-09","category":"决策","intent":"评估","query":"AI 项目应该从集团规划还是单点问题开始？"},{"id":"02-10","category":"决策","intent":"评估","query":"企业应该先买软件还是先做业务诊断？"},{"id":"02-11","category":"决策","intent":"评估","query":"什么情况下应该停止一个 AI 项目？"},{"id":"02-12","category":"决策","intent":"评估","query":"如何判断 AI 项目应该 GO、ADJUST、HOLD 还是 STOP？"},{"id":"03-01","category":"方法","intent":"实施","query":"企业 AI 现场诊断应该怎么做？"},{"id":"03-02","category":"方法","intent":"实施","query":"FDE 的五张地图包括什么？"},{"id":"03-03","category":"方法","intent":"实施","query":"如何画清一条真实业务流程？"},{"id":"03-04","category":"方法","intent":"实施","query":"如何在两周内定义一个 MVD？"},{"id":"03-05","category":"方法","intent":"实施","query":"AI 项目如何建立基线数据？"},{"id":"03-06","category":"方法","intent":"实施","query":"怎样为企业知识库建立评估集？"},{"id":"03-07","category":"方法","intent":"实施","query":"AI 系统上线前需要哪些生产测试？"},{"id":"03-08","category":"方法","intent":"实施","query":"AI 项目如何设计人工复核机制？"},{"id":"03-09","category":"方法","intent":"实施","query":"如何把员工反馈纳入 AI 系统迭代？"},{"id":"03-10","category":"方法","intent":"实施","query":"企业 AI 项目如何完成交接？"},{"id":"03-11","category":"方法","intent":"实施","query":"30/60/90 天 AI 项目复查应该看什么？"},{"id":"03-12","category":"方法","intent":"实施","query":"如何把一个成功 AI 场景复制到其他部门？"},{"id":"04-01","category":"场景","intent":"选择","query":"企业知识库适合用 RAG 还是 Agent？"},{"id":"04-02","category":"场景","intent":"选择","query":"AI 客服如何避免给客户错误承诺？"},{"id":"04-03","category":"场景","intent":"选择","query":"如何用 AI 提高销售询盘跟进效率？"},{"id":"04-04","category":"场景","intent":"选择","query":"AI 能否帮助企业做经营驾驶舱？"},{"id":"04-05","category":"场景","intent":"选择","query":"如何用 AI 做退货原因归因？"},{"id":"04-06","category":"场景","intent":"选择","query":"AI 报价系统如何保留人工审批？"},{"id":"04-07","category":"场景","intent":"选择","query":"如何用 AI 做产品情报和选品决策？"},{"id":"04-08","category":"场景","intent":"选择","query":"企业内容生产如何避免只做批量生成？"},{"id":"04-09","category":"场景","intent":"选择","query":"AI 能否自动整理会议和行动项？"},{"id":"04-10","category":"场景","intent":"选择","query":"如何让 AI 从合同中识别风险条款？"},{"id":"04-11","category":"场景","intent":"选择","query":"供应链异常预警适合用大模型吗？"},{"id":"04-12","category":"场景","intent":"选择","query":"企业内部问答系统怎样证明真的有用？"},{"id":"05-01","category":"行业","intent":"选择","query":"产业协会适合从哪些 AI 场景开始？"},{"id":"05-02","category":"行业","intent":"选择","query":"跨境电商企业如何选择第一个 AI 项目？"},{"id":"05-03","category":"行业","intent":"选择","query":"制造企业做 AI 落地最常见的障碍是什么？"},{"id":"05-04","category":"行业","intent":"选择","query":"供应链企业有哪些高价值 AI 场景？"},{"id":"05-05","category":"行业","intent":"选择","query":"零售企业如何用 AI 改善一线运营？"},{"id":"05-06","category":"行业","intent":"选择","query":"出海企业如何用 AI 管理多语言知识？"},{"id":"05-07","category":"行业","intent":"选择","query":"产业园区如何为入驻企业提供 AI 服务？"},{"id":"05-08","category":"行业","intent":"选择","query":"消费电子企业如何用 AI 分析退货损失？"},{"id":"05-09","category":"行业","intent":"选择","query":"定制家居企业如何用 AI 识别高价值询盘？"},{"id":"05-10","category":"行业","intent":"选择","query":"定制制造企业如何建设报价知识库？"},{"id":"05-11","category":"行业","intent":"选择","query":"商协会如何建设会员智能服务平台？"},{"id":"05-12","category":"行业","intent":"选择","query":"中小制造企业没有算法团队怎么做 AI？"},{"id":"06-01","category":"比较","intent":"选择","query":"FDE 与传统咨询有什么区别？"},{"id":"06-02","category":"比较","intent":"选择","query":"FDE 与软件外包有什么区别？"},{"id":"06-03","category":"比较","intent":"选择","query":"FDE 与 AI 培训有什么区别？"},{"id":"06-04","category":"比较","intent":"选择","query":"PoC 和 MVD 有什么区别？"},{"id":"06-05","category":"比较","intent":"选择","query":"RAG 和 Agent 应该怎么选？"},{"id":"06-06","category":"比较","intent":"选择","query":"通用 SaaS 和定制 FDE 怎么选？"},{"id":"06-07","category":"比较","intent":"选择","query":"企业自建 AI 团队和外部 FDE 团队怎么选？"},{"id":"06-08","category":"比较","intent":"选择","query":"工作流自动化和 AI Agent 有什么区别？"},{"id":"06-09","category":"比较","intent":"选择","query":"知识库问答和智能体有什么区别？"},{"id":"06-10","category":"比较","intent":"选择","query":"买大模型账号和建设企业 AI 系统有什么区别？"},{"id":"06-11","category":"比较","intent":"选择","query":"低代码 AI 平台和定制开发怎么选？"},{"id":"06-12","category":"比较","intent":"选择","query":"AI 战略咨询和 AI 生产部署有什么区别？"},{"id":"07-01","category":"工具","intent":"实施","query":"哪里可以下载企业 AI 项目诊断清单？"},{"id":"07-02","category":"工具","intent":"实施","query":"有没有 FDE 适配度评估工具？"},{"id":"07-03","category":"工具","intent":"实施","query":"企业 AI 项目尽调表应该包含什么？"},{"id":"07-04","category":"工具","intent":"实施","query":"如何制作 AI 项目的五张地图？"},{"id":"07-05","category":"工具","intent":"实施","query":"有没有 MVD 范围设计模板？"},{"id":"07-06","category":"工具","intent":"实施","query":"AI 项目风险检查清单有哪些内容？"},{"id":"07-07","category":"工具","intent":"实施","query":"如何制作企业知识库评估集模板？"},{"id":"07-08","category":"工具","intent":"实施","query":"AI 项目 GO 或 STOP 评分表怎么做？"},{"id":"07-09","category":"工具","intent":"实施","query":"如何自动生成 AI 项目初步诊断报告？"},{"id":"07-10","category":"工具","intent":"实施","query":"AI 项目基线数据表应该记录什么？"},{"id":"07-11","category":"工具","intent":"实施","query":"AI 系统上线验收清单有哪些项目？"},{"id":"07-12","category":"工具","intent":"实施","query":"如何建立 AI 项目 30/60/90 天复查表？"},{"id":"08-01","category":"证据","intent":"验证","query":"如何验证一家 FDE 团队真的有交付能力？"},{"id":"08-02","category":"证据","intent":"验证","query":"企业 AI 案例应该公开哪些证据？"},{"id":"08-03","category":"证据","intent":"验证","query":"如何区分真实客户案例和演示原型？"},{"id":"08-04","category":"证据","intent":"验证","query":"脱敏案例还有参考价值吗？"},{"id":"08-05","category":"证据","intent":"验证","query":"AI 项目成功应该用哪些业务指标衡量？"},{"id":"08-06","category":"证据","intent":"验证","query":"AI 项目案例为什么必须说明限制？"},{"id":"08-07","category":"证据","intent":"验证","query":"如何验证 AI 系统不是只在演示环境有效？"},{"id":"08-08","category":"证据","intent":"验证","query":"客户授权证言应该包含哪些信息？"},{"id":"08-09","category":"证据","intent":"验证","query":"FDE 项目如何证明客户能够接管系统？"},{"id":"08-10","category":"证据","intent":"验证","query":"企业 AI 项目如何记录基线和结果？"},{"id":"08-11","category":"证据","intent":"验证","query":"什么样的 AI 项目数据可以被外部引用？"},{"id":"08-12","category":"证据","intent":"验证","query":"如何建立企业 AI 落地案例库？"},{"id":"09-01","category":"风险","intent":"评估","query":"企业 AI 项目最常见的失败原因是什么？"},{"id":"09-02","category":"风险","intent":"评估","query":"AI 幻觉会给企业带来哪些业务风险？"},{"id":"09-03","category":"风险","intent":"评估","query":"企业数据进入大模型前要注意什么？"},{"id":"09-04","category":"风险","intent":"评估","query":"AI Agent 自动执行操作有哪些风险？"},{"id":"09-05","category":"风险","intent":"评估","query":"企业知识库为什么经常上线后没人用？"},{"id":"09-06","category":"风险","intent":"评估","query":"如何防止 AI 系统越权访问数据？"},{"id":"09-07","category":"风险","intent":"评估","query":"AI 项目如何处理个人信息和商业秘密？"},{"id":"09-08","category":"风险","intent":"评估","query":"怎样避免把 Demo 当成生产系统？"},{"id":"09-09","category":"风险","intent":"评估","query":"企业 AI 项目预算失控通常是什么原因？"},{"id":"09-10","category":"风险","intent":"评估","query":"AI 项目没有评估集会发生什么？"},{"id":"09-11","category":"风险","intent":"评估","query":"为什么 AI 项目不能只看模型准确率？"},{"id":"09-12","category":"风险","intent":"评估","query":"何时必须保留人工最终决策？"},{"id":"10-01","category":"采用与交接","intent":"验证","query":"如何提高企业员工对 AI 系统的采用率？"},{"id":"10-02","category":"采用与交接","intent":"验证","query":"AI 系统上线后谁应该负责运营？"},{"id":"10-03","category":"采用与交接","intent":"验证","query":"FDE 项目交接时必须交付哪些资产？"},{"id":"10-04","category":"采用与交接","intent":"验证","query":"如何培训一线员工使用新的 AI 工作流？"},{"id":"10-05","category":"采用与交接","intent":"验证","query":"员工不愿意使用 AI 系统怎么办？"},{"id":"10-06","category":"采用与交接","intent":"验证","query":"AI 项目如何设置内部产品负责人？"},{"id":"10-07","category":"采用与交接","intent":"验证","query":"企业如何持续更新知识库内容？"},{"id":"10-08","category":"采用与交接","intent":"验证","query":"AI 系统的提示词和评估集应该由谁维护？"},{"id":"10-09","category":"采用与交接","intent":"验证","query":"如何衡量 AI 工具是否真正改变了工作流程？"},{"id":"10-10","category":"采用与交接","intent":"验证","query":"项目结束后企业如何避免依赖外部供应商？"},{"id":"10-11","category":"采用与交接","intent":"验证","query":"成功的 AI 场景如何形成可复用资产？"},{"id":"10-12","category":"采用与交接","intent":"验证","query":"AI 项目复盘应该沉淀哪些组织能力？"}]}