Experts from government agencies and 985 public administration schools. Deep understanding of China's administrative system, digital government initiatives, and policy evaluation frameworks, providing policy interpretation, document processing, and sentiment analysis annotations.
The Langhui government & public sector expert team composition and core advantages
朗慧政府公共领域专家团队以中央及省市机关公文岗位从业者及公共管理/政治学学者为核心，覆盖公文写作、政策研究、政务服务、应急管理等方向。朗慧坚持机关公文实战经验硬门槛，确保专家真实理解中国政府治理体系。
专家团队深度掌握中国公文写作规范（《党政机关公文处理工作条例》及配套格式标准）、政策制定'三定'流程、政务服务'一网通办'等本土治理特色。在公文格式与用语规范审核、政策文本逻辑分析标注等任务中，朗慧专家凭借机关一线经验提供专业级政务数据。
覆盖任务包括公文文种与格式审核、政策文本摘要生成评估、政务服务知识图谱构建、公共管理案例推理标注等。每份标注通过3轮专业审核——履历验证、公文知识笔试、政策案例答辩，确保标注对标机关文秘水平。
End-to-end annotation services for government & public sector AI
Government policy document analysis, regulatory impact assessment, implementation guideline annotation
Government document quality evaluation, format compliance check, archival standard assessment
Public opinion monitoring annotation, policy feedback analysis, social stability risk assessment
E-government service quality evaluation, digital transformation progress annotation, citizen satisfaction assessment
Approval workflow optimization, permit application evaluation, processing efficiency assessment
Emergency response data annotation, public safety risk assessment, social governance evaluation
In-depth data services for government & public sector LLM pretraining
Public administration knowledge graph, policy Q&A generation, administrative reasoning annotation
Policy effectiveness evaluation, stakeholder impact analysis, implementation gap identification
Government document draft quality annotation, format compliance checking, tone appropriateness assessment
Organizational structure annotation, regulatory hierarchy, policy-document relationship extraction
Core value delivered by Langhui's government & public sector expert team
Experts from government agencies and 985 public administration schools
Three-round policy review ensuring government document and policy annotation quality
Policy / Official Documents / Public Opinion / Administrative Approval
Deep understanding of China's administrative system and digital government initiatives
Strict expert admission criteria ensure professional quality
Public administration, political science, public policy or related fields
2+ years at government agencies or public institutions
Understanding of China's administrative system and policy-making process
Proficient in government document writing and policy brief drafting
Proficient in data analysis for public governance and policy evaluation
Confirmation and initiation within 2 hours of task assignment
Langhui's differentiated advantages in government & public sector data annotation
Standardized process from requirements to high-quality delivery
Deep understanding of project needs, customized annotation plan
Precisely matched domain experts based on task type
Expert team delivers annotations with full quality monitoring
Three-round quality review before delivery
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