{
  "title": "企业数智化转型研究报告·案例来源索引",
  "author": "一芥智能研究院",
  "version": "v9.0",
  "updated_on": "2026-10-18",
  "counts": {
    "entries": 75,
    "industry_and_pending_entries": 67,
    "methods": 1,
    "references": 7,
    "source_records_main_fragment": 67,
    "practice_fragments": 107,
    "reference_fragments": 7,
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  "source_note": "来源为公开资料及受访者自述；原文不在本仓库转载。整理稿行号与文件哈希用于回查研究底稿，不代表独立事实核验。",
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    {
      "id": "CH02-R01",
      "title": "On the Economy of Machinery and Manufactures",
      "authors": [
        "Charles Babbage"
      ],
      "publication_date": "1832",
      "url": "https://www.gutenberg.org/cache/epub/4238/pg4238.html",
      "locator": "第19章第224—239节；第20章第241—250节",
      "source_type": "历史著作（手工制造与智力劳动分工的思想参照，非当前AI效果实证）",
      "used_in": "历史版本第二章2.3；2026-10-18重写后移出当前正文，原用法保留在重写前备份",
      "checked_on": "2026-10-12"
    },
    {
      "id": "CH03-R01",
      "title": "Shifting Work Patterns with Generative AI",
      "publisher": "National Bureau of Economic Research",
      "working_paper_number": "33795",
      "issue_date": "2025-05",
      "revision_date": "2025-11",
      "url": "https://www.nber.org/papers/w33795",
      "locator": "2025年11月修订版摘要",
      "source_type": "随机现场实验",
      "used_in": "历史版本第三章；2026-10-17重写后不再用于当前正文",
      "checked_on": "2026-10-12",
      "previous_used_in": "上册第三章3.2",
      "usage_status": "historical"
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    {
      "id": "CH03-R02",
      "title": "Knight Capital Americas LLC行政令（Exchange Act Release No. 70694）",
      "publisher": "U.S. Securities and Exchange Commission",
      "release_number": "70694",
      "publication_date": "2013-10-16",
      "event_date": "2012-08-01",
      "url": "https://www.sec.gov/files/litigation/admin/2013/34-70694.pdf",
      "locator": "印刷6–7页，第15–19段",
      "source_type": "监管事故记录（传统自动化、非AI）",
      "used_in": "历史版本第三章；2026-10-17重写后不再用于当前正文",
      "checked_on": "2026-10-12",
      "previous_used_in": "上册第三章3.2.3",
      "usage_status": "historical"
    },
    {
      "id": "CH03-R03",
      "title": "2024 Accelerate State of DevOps Report",
      "publisher": "DORA",
      "version": "v.2024.3",
      "url": "https://dora.dev/research/2024/dora-report/2024-dora-accelerate-state-of-devops-report.pdf",
      "locator": "第32页图7、第39页图10及第40页说明",
      "source_type": "软件研发年度问卷调查（统计相关性）",
      "used_in": "历史版本第三章；2026-10-17重写后不再用于当前正文",
      "author_commentary": {
        "title": "Highlights from the 10th DORA report",
        "publisher": "Google Cloud Blog",
        "authors": [
          "Nathen Harvey",
          "Derek DeBellis"
        ],
        "publication_date": "2024-10-22",
        "url": "https://cloud.google.com/blog/products/devops-sre/announcing-the-2024-dora-report?hl=en"
      },
      "checked_on": "2026-10-12",
      "previous_used_in": "上册第三章3.2",
      "usage_status": "historical"
    },
    {
      "id": "CH04-R01",
      "title": "Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation",
      "publisher": "arXiv（COLM 2024会议论文）",
      "authors": [
        "Eric Zelikman",
        "Eliana Lorch",
        "Lester Mackey",
        "Adam Tauman Kalai"
      ],
      "version": "v3",
      "issue_date": "2023-10-03",
      "revision_date": "2024-08-16",
      "url": "https://arxiv.org/abs/2310.02304v3",
      "locator": "v3摘要",
      "source_type": "代码生成实验研究（技术机制参照，非企业经营实证）",
      "used_in": "上册附录A.4的RSI术语参照；2026-10-17移出第六章融合举措的论证",
      "checked_on": "2026-10-17",
      "previous_used_in": "上册第六章6.3.5的RSI方法参照（用于判断依据、方法、工具与分工的反馈改进分析）"
    },
    {
      "id": "CH04-R02",
      "title": "Toyota Production System",
      "publisher": "Toyota Motor Corporation",
      "url": "https://global.toyota/en/company/vision-and-philosophy/production-system/",
      "locator": "Jidoka及Just-in-Time两节",
      "source_type": "企业官方生产方式说明（历史管理机制参照，非AI案例）",
      "used_in": "上册第七章7.3参照Jidoka中改进工作、技能与技术的说明；2026-10-18退出第六章",
      "checked_on": "2026-10-17",
      "previous_used_in": "上册第六章6.2.2的协同与持续改善参照；第七章7.4.1参照Jidoka中改进工作、技能与技术的说明"
    },
    {
      "id": "CH04-R03",
      "title": "Inditex Annual Report 2015: Innovation in customer services",
      "publisher": "Inditex",
      "url": "https://static.inditex.com/annual_report_2015/en/our-priorities/innovation-in-customer-services.php",
      "locator": "Innovation in customer services节，四个业务环节的说明段落",
      "source_type": "企业官方年报（历史管理机制参照，非AI案例）",
      "used_in": "历史管理机制资料；2026-10-18重写第六章后退出当前正文，保留原使用范围",
      "checked_on": "2026-10-17",
      "previous_used_in": "上册第六章6.4子目标5举措5.1的需求反馈进入产品与供给安排的历史机制参照"
    },
    {
      "id": "CH03-R04",
      "title": "ICT基础设施业务2024年可持续发展报告",
      "publisher": "Huawei",
      "url": "https://www-file.huawei.com/admin/asset/v1/pro/view/8a5be0e3b04643aaa297b0d1cf235e4f.pdf",
      "locator": "印刷第7页、PDF第9页，可持续发展管理体系框架中的主业务流程",
      "source_type": "企业官方报告（IPD、LTC、ITR三条主业务流程口径；框架参照，非AI效果实证）",
      "used_in": "上册第三章3.1",
      "verification_note": "2026-10-17已直接取得官方资料并审读下列定位；替代此前访问受限说明。",
      "checked_on": "2026-10-17",
      "source_file_sha256": "90b548f6d435c03a256931408e285b75fb056cb0862aeac0881db22c1453de18"
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    {
      "id": "CH03-R05",
      "title": "网络安全立场文件",
      "publisher": "Huawei",
      "publication_date": "2019",
      "url": "https://www-file.huawei.com/-/media/corporate/pdf/public-policy/huaweis_position_paper_on_cybersecurity.pdf",
      "locator": "印刷第33页、PDF第34页的业务流程架构",
      "source_type": "企业官方立场文件（业务运作层并列MTL、IPD、LTC、ITR；框架参照，非AI效果实证）",
      "used_in": "上册第二章2.1、第三章3.1",
      "verification_note": "2026-10-17已直接取得官方资料并审读下列定位；替代此前访问受限说明。",
      "application_note": "第二章仅借MTL名称及业务架构位置，五类问题的原因分析、整体处理思路与六个流程环节的办法为编者应用整理；不将架构图作为官方步骤定义。",
      "checked_on": "2026-10-17",
      "source_file_sha256": "a37df03479a984d9c1047666ca84d448c905445da3aa3298ce4ec4fe276cce1e"
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    {
      "id": "CH03-R06",
      "title": "公司治理",
      "publisher": "Huawei",
      "url": "https://www.huawei.com/cn/corporate-governance",
      "locator": "内部控制：控制活动、信息与沟通",
      "source_type": "企业官方治理说明（流程责任参照，非本报告方案效果实证）",
      "used_in": "上册第三章3.3.1、第四章4.3.1、第五章5.1的管理参照",
      "verification_note": "2026-10-17已直接取得官方资料并审读下列定位；替代此前访问受限说明。",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH03-R07",
      "title": "2012年年度报告",
      "publisher": "Huawei",
      "reporting_year": "2012",
      "url": "https://www.huawei.com/-/media/corp2020/annual-report/pdf/2012-cn-hw_u_256091.pdf",
      "locator": "印刷第91页、PDF第94页，管理变革；第六章另审读印刷第92—93页、PDF第95—96页，内部控制",
      "source_type": "企业官方年报（流程目的及管理机制参照，非AI效果实证）",
      "used_in": "上册第三章3.3.1、第四章4.1、第五章5.1、第六章6.3",
      "checked_on": "2026-10-17",
      "verification_note": "审读客户关系与线索到回款、客户问题管理、IPD及项目资源管理；第六章另审读流程责任人、关键控制点、职责分离和改进沟通。具体诊断、目标和人机举措为本报告应用整理。",
      "source_file_sha256": "8484da02c2c93e29156b98b0b41cd1455d2364f8bd805206e870611e1cc04bcc"
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    {
      "id": "CH01-R01",
      "title": "《“十四五”信息化和工业化深度融合发展规划》解读",
      "publisher": "工业和信息化部信息技术发展司",
      "publication_date": "2021-11-30",
      "url": "https://www.miit.gov.cn/jgsj/xxjsfzs/lhrh/art/2021/art_0c0c24fc82cc43f7881d1d8d0cf3bc91.html",
      "locator": "总体考虑与主要举措",
      "source_type": "官方政策解读（数字化、网络化、智能化发展及系统布局参照，非企业效果实证）",
      "used_in": "历史版本第一章1.1；现行开篇改用智能制造发展规划解读的系统工程与并行推进依据",
      "application_note": "可信记录、跨系统与跨职能接续、分析行动为本报告经营视角的应用概括，不作为该解读的逐字定义或企业固定成熟度阶段。",
      "checked_on": "2026-10-17",
      "previous_used_in": "上册第一章1.1；导论概述相应经营视角",
      "usage_status": "historical"
    },
    {
      "id": "CH01-R02",
      "title": "《物联网新型基础设施建设三年行动计划（2021—2023年）》解读",
      "publisher": "工业和信息化部",
      "publication_date": "2021-09-29",
      "url": "https://ythxxfb.miit.gov.cn/ythzxfwpt/hlwmh/zcwj/sbyw/gylydlxqcglxt/art/2022/art_992d32bd9b294bc6973eaca88fbd6829.html",
      "locator": "第五问：如何推动物联网新型基础设施规模化部署",
      "source_type": "官方政策解读（物理世界到数字世界映射的基础作用参照，非AI效果实证）",
      "used_in": "历史版本第一章1.1；现行开篇改用智能制造发展规划解读的系统工程与并行推进依据",
      "checked_on": "2026-10-17",
      "previous_used_in": "上册第一章1.1",
      "usage_status": "historical"
    },
    {
      "id": "CH01-R03",
      "title": "Token经济",
      "authors": [
        "白惠天",
        "袁晓辉",
        "司晓"
      ],
      "publisher": "中信出版集团",
      "isbn": "9787521788815",
      "url": "https://detail.youzan.com/show/goods?alias=278xflkurbbdrv7&from_source=gbox_seo",
      "locator": "出版社公开导言与试读中的智力即服务概念段落",
      "source_type": "出版社公开导言及试读（智力服务的概念来源，未据此声称已阅读全文）",
      "used_in": "上册第一章1.1；需求比对、任务要求及协作安排为本报告应用整理",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH01-R04",
      "title": "《“十四五”智能制造发展规划》解读",
      "publisher": "工业和信息化部装备工业一司",
      "publication_date": "2021-12-28",
      "url": "https://www.miit.gov.cn/zwgk/zcjd/art/2021/art_de39a4f0836b42ce91ceee9e9dae7164.html",
      "locator": "第二部分“总体考虑”第一点：突出系统观念",
      "source_type": "官方政策解读（制造业系统工程及数字化、网络化、智能化并行推进方向，非企业效果实证）",
      "used_in": "上册导论第四节政策背景与系统推进方向",
      "application_note": "第一章1.1解释服务特点，1.2说明任务交付，1.3检验经营价值，1.4据研究与发布会解释三化基本含义及服务参与建设与运行，再以说明性订单场景展开经营应用。",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH00-R01",
      "title": "国务院关于印发《中国制造2025》的通知",
      "publisher": "国务院",
      "document_number": "国发〔2015〕28号",
      "publication_date": "2015-05-19",
      "document_date": "2015-05-08",
      "url": "https://www.cac.gov.cn/2015-05/19/c_1115334962.htm",
      "locator": "第二部分“战略方针和目标”中的基本方针与战略目标",
      "source_type": "官方政策（制造业三化的明确并列表述，非术语首创证明）",
      "used_in": "上册导论第四节三化的政策背景",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH01-R05",
      "title": "智能制造总体架构探析",
      "authors": [
        "孟柳",
        "延建林",
        "董景辰",
        "韦莎",
        "李瑞琪",
        "臧冀原",
        "周源"
      ],
      "publisher": "中国工程科学",
      "publication_date": "2018",
      "volume": "20",
      "issue": "4",
      "pages": "23—28",
      "doi": "10.15302/J-SSCAE-2018.04.005",
      "url": "https://www.engineering.org.cn/sscae/CN/1160078889143820648",
      "locator": "第二部分技术维：数字化制造、数字化网络化制造、数字化网络化智能化制造",
      "source_type": "研究论文（基本概念与架构参照，非企业效果实证）",
      "used_in": "上册第一章1.4三化的基本含义",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH01-R06",
      "title": "智能制造的三个基本范式：从数字化制造、“互联网+”制造到新一代智能制造",
      "authors": [
        "臧冀原",
        "王柏村",
        "孟柳",
        "周源"
      ],
      "publisher": "中国工程科学",
      "publication_date": "2018",
      "volume": "20",
      "issue": "4",
      "pages": "13—18",
      "doi": "10.15302/J-SSCAE-2018.04.003",
      "url": "https://www.engineering.org.cn/sscae/CN/1160078870068126026",
      "locator": "第三至第六部分：数字化制造、互联网+制造、新一代智能制造及结语",
      "source_type": "研究论文（能力内涵与相互交织、迭代发展参照）",
      "used_in": "上册第一章1.4数字化基本含义与三化相互关系",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH01-R07",
      "title": "《“十四五”智能制造发展规划》新闻发布会实录",
      "publisher": "工业和信息化部",
      "publication_date": "2021-12-28",
      "url": "https://www.miit.gov.cn/xbymdz/xwfb/xwfbh/bxwfbh/art/2021/art_855b39f1c8fc42ea821482de37e9d288.html",
      "locator": "王卫明开场介绍：智能制造定义与特征",
      "source_type": "官方发布会（自感知、自决策、自执行、自适应、自学习等特征，非具体服务能力证明）",
      "used_in": "上册第一章1.4智能化基本含义",
      "checked_on": "2026-10-17"
    },
    {
      "id": "CH09-R01",
      "title": "Introducing Muse: The World’s First Personal AI Agent Built for Everyone",
      "publisher": "Meta",
      "publication_date": "2026-09-08",
      "revision_date": "2026-09-30",
      "url": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/",
      "locator": "How It Works；Looking Ahead",
      "source_type": "企业官方产品公告（功能与推出范围，非市场普及率证明）",
      "used_in": "上册结语第二节参考资料",
      "checked_on": "2026-10-18"
    },
    {
      "id": "CH09-R02",
      "title": "Muse Shopping",
      "publisher": "Meta",
      "url": "https://ai.meta.com/muse/shopping/",
      "locator": "Finds the best deals等购物功能说明",
      "source_type": "企业官方功能说明（跨零售商研究、比价与获批购买）",
      "used_in": "上册结语第二节",
      "checked_on": "2026-10-18"
    },
    {
      "id": "CH09-R03",
      "title": "Meta channel",
      "publisher": "Shopify",
      "url": "https://help.shopify.com/en/manual/online-sales-channels/agentic-storefronts/meta",
      "locator": "商品发现、商家资格、直接结账及商家责任",
      "source_type": "企业官方帮助文档（符合条件的商家接入与结账，非全部独立站覆盖）",
      "used_in": "上册结语第二节",
      "checked_on": "2026-10-18",
      "application_note": "未来一两年购买习惯变化及要求向供应链传导，为本报告展望与分析。"
    }
  ],
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      "industry_code": "A",
      "industry_name": "农、林、牧、渔业",
      "classification_status": "supported",
      "entry_type": "single_project",
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          "title": "巡田之后，谁去处理异常",
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      "industry_code": "S",
      "industry_name": "公共管理、社会保障和社会组织",
      "classification_status": "supported",
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          "title": "从图片识别接到审核与跨系统执行",
          "stage": "live",
          "stage_label": "已使用",
          "scope": "网办材料审核与既有系统操作，来源称已验收；最终制证寄递时长未披露。",
          "anchor": "c-02-f01",
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              "publisher": "Datawhale FDE案例集",
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              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "title": "NO.2 从人工审材料到自动化办件：FDE用AI提升车管所网办效率",
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              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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            },
            {
              "title": "NO.2 从人工审材料到自动化办件：FDE用AI提升车管所网办效率",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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    {
      "id": "待01",
      "title": "海外工业企业物料诊断",
      "path": "下册-案例汇编/待定-行业待核/待01-海外工业企业物料诊断.md",
      "industry_code": null,
      "industry_name": "待定分类（非国标门类）",
      "classification_status": "pending",
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          "title": "从搜索困难追到采购浪费",
          "stage": "unknown",
          "stage_label": "阶段未明",
          "scope": "已发生问题诊断与优先级讨论；检索工具的实际运行阶段不明，采购节省未披露。",
          "anchor": "c-08-f01",
          "sources": [
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              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
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              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
              "publisher": "Datawhale FDE案例集",
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              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "locator": "原书页码：76–85；PDF 文件页码：77–86。 Markdown第85—95行。"
            },
            {
              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "locator": "原书页码：76–85；PDF 文件页码：77–86。 Markdown第97—107行。"
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              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "title": "NO.8 从物料难找到精准定位：FDE用AI减少工业企业采购浪费",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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      "id": "待02",
      "title": "汽车零部件供应链经营分析",
      "path": "下册-案例汇编/待定-行业待核/待02-汽车零部件供应链经营分析.md",
      "industry_code": null,
      "industry_name": "待定分类（非国标门类）",
      "classification_status": "pending",
      "entry_type": "single_project",
      "source_record_id": "C-20",
      "fragments": [
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          "title": "保留ERP，先把经营关系与异常看清",
          "stage": "partial_live",
          "stage_label": "局部使用",
          "scope": "刚上线的经营数据可见性与异常通知；处置结果、采购节省与利润尚未验证。",
          "anchor": "c-20-f01",
          "sources": [
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              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
              "publisher": "Datawhale FDE案例集",
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              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
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              "locator": "原书页码：196–205；PDF 文件页码：197–206。 Markdown第87—95行。"
            },
            {
              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "locator": "原书页码：196–205；PDF 文件页码：197–206。 Markdown第155—165行。"
            },
            {
              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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              "locator": "原书页码：196–205；PDF 文件页码：197–206。 Markdown第109—125行。"
            },
            {
              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
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              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
              "document": "20-从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明.md",
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            },
            {
              "title": "NO.20 从看不清订单到看清经营：FDE用AI让制造企业的经营流程更透明",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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      "id": "待03",
      "title": "消费品企业包装AI预检",
      "path": "下册-案例汇编/待定-行业待核/待03-消费品企业包装AI预检.md",
      "industry_code": null,
      "industry_name": "待定分类（非国标门类）",
      "classification_status": "pending",
      "entry_type": "single_project",
      "source_record_id": "C-19",
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          "title": "设计提交时预检，确定计算交给程序",
          "stage": "partial_live",
          "stage_label": "局部使用",
          "scope": "设计提交后的包装预检与专业复核；运行规模、期限与返工率未明。",
          "anchor": "c-19-f01",
          "sources": [
            {
              "title": "NO.19 从人工排队到审核前置：FDE用AI重构消费品研发协同与包装审核",
              "publisher": "Datawhale FDE案例集",
              "url": "https://assets.datawhale.cn/Datawhale%20FDE%E6%A1%88%E4%BE%8B100.pdf",
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          "scope": "内容等工具和CRM为已运行自述；部门FDE的连点成网仍是规划。",
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