行业解决方案数据集

22,800条行业解决方案文档与报告标注数据集,覆盖9大行业,支持方案生成与趋势分析AI模型训练。

数据集概览

数据集名称行业解决方案数据集
数据总量22,800 条(方案文档 + 行业报告 + 案例研究 + 技术白皮书)
覆盖行业建筑/工程、IT/互联网、制造、金融、能源、医疗、教育、农业、物流
方案类型数字化解决方案 / 信息化建设方案 / 行业研究报告 / 可行性分析 / 技术选型方案
时间跨度2019 - 2026 年
数据来源咨询公司报告、行业协会、上市公司公告、政府产业规划
标注方式行业分析师标注 + 领域专家审核

数据维度详细说明

字段名称数据类型取值范围/说明
doc_idString(32)文档___UNIQUE_TECH___专属ID___UNIQUE_TECH___
industryEnumCONSTRUCTION | IT | MFG | FINANCE | ENERGY | HEALTHCARE | EDUCATION | AGRICULTURE | LOGISTICS
doc_typeEnumSOLUTION | REPORT | CASE_STUDY | WHITEPAPER | FEASIBILITY | TECH_SELECTION
titleText文档标题
publish_yearInteger发布年份
source_typeEnumCONSULTING | ASSOCIATION | LISTED_CO | GOV_PLANNING | ACADEMIC
key_technologiesArray涉及的核心技术栈
market_size_refObject{value, unit, year, source}
competitive_landscapeArray[{company, market_share, strength, weakness}]
key_insightsArray核心观点摘要列表

脱敏 JSON 数据样例

[ { "doc_id": "SOL-2024-IT-08231", "industry": "IT", "doc_type": "SOLUTION", "title": "[某大型企业]数字化转型整体解决方案", "publish_year": 2024, "source_type": "CONSULTING", "key_technologies": ["云计算", "大数据", "AI中台", "微服务架构", "数据湖"], "market_size_ref": {"value": 5800, "unit": "亿元", "year": 2024, "source": "中国信通院"}, "competitive_landscape": [ {"company": "华为云", "market_share": 18.5, "strength": "全栈技术能力", "weakness": "价格偏高"}, {"company": "阿里云", "market_share": 22.3, "strength": "生态完善", "weakness": "定制化不足"} ], "key_insights": ["企业数字化转型已从'要不要转'进入'怎么转好'阶段", "数据治理是数字化转型的最大瓶颈"] }, { "doc_id": "SOL-2023-CONST-01562", "industry": "CONSTRUCTION", "doc_type": "CASE_STUDY", "title": "[某央企]智慧工地管理平台建设案例", "publish_year": 2023, "source_type": "ASSOCIATION", "key_technologies": ["IoT", "BIM", "AI视频分析", "无人机巡检"], "market_size_ref": {"value": 320, "unit": "亿元", "year": 2023, "source": "住建部"}, "competitive_landscape": [ {"company": "广联达", "market_share": 25.0, "strength": "BIM技术优势", "weakness": "AI能力不足"} ], "key_insights": ["智慧工地可降低安全事故率45%", "BIM+IoT是智慧工地的技术基石"] }, { "doc_id": "SOL-2024-ENERGY-03421", "industry": "ENERGY", "doc_type": "REPORT", "title": "2024年中国光伏产业数字化发展报告", "publish_year": 2024, "source_type": "ASSOCIATION", "key_technologies": ["数字孪生", "智能运维", "功率预测AI"], "market_size_ref": {"value": 18000, "unit": "亿元", "year": 2024, "source": "国家能源局"}, "competitive_landscape": [ {"company": "阳光电源", "market_share": 15.2, "strength": "逆变器龙头", "weakness": "数字化起步晚"} ], "key_insights": ["光伏数字化是提升发电效率的关键", "AI功率预测可提升发电量3-5%"] }, { "doc_id": "SOL-2025-FIN-00789", "industry": "FINANCE", "doc_type": "WHITEPAPER", "title": "金融行业大模型应用白皮书(2025)", "publish_year": 2025, "source_type": "CONSULTING", "key_technologies": ["大语言模型", "RAG", "知识图谱", "智能风控"], "market_size_ref": {"value": 1200, "unit": "亿元", "year": 2025, "source": "艾瑞咨询"}, "competitive_landscape": [ {"company": "蚂蚁集团", "market_share": 20.1, "strength": "金融场景丰富", "weakness": "合规压力"} ], "key_insights": ["金融大模型在智能客服和风控领域应用广泛", "合规是大模型金融应用的首要约束"] }, { "doc_id": "SOL-2024-HEALTH-01234", "industry": "HEALTHCARE", "doc_type": "FEASIBILITY", "title": "[某三甲医院]智慧医院建设可行性研究报告", "publish_year": 2024, "source_type": "GOV_PLANNING", "key_technologies": ["HIS升级", "AI辅助诊断", "互联互通", "5G远程医疗"], "market_size_ref": {"value": 980, "unit": "亿元", "year": 2024, "source": "卫健委"}, "competitive_landscape": [ {"company": "卫宁健康", "market_share": 12.8, "strength": "医院客户基数大", "weakness": "AI能力薄弱"} ], "key_insights": ["电子病历评级是智慧医院建设的硬性指标", "AI影像辅助诊断节省医生30%阅片时间"] } ]

AI 训练适用场景

行业解决方案自动生成

适用模型:LLM + RAG + Multi-agent(AutoGen / CrewAI)。基于行业知识库自动生成定制化解决方案文档。

行业趋势分析与预测

适用模型:Sentence-BERT + 时序预测。从海量行业报告中提取关键趋势信号并预测技术发展方向。

竞争情报分析

适用模型:NER + 知识图谱 + GNN。自动构建行业竞争格局知识图谱,识别市场机会和威胁。

技术选型辅助决策

适用模型:决策树 + 多准则决策分析(AHP/TOPSIS)。基于历史方案数据训练技术栈选型推荐模型。

获取本数据集

行业解决方案数据集按行业和文档类型授权。

137-5502-0164 在线咨询