Senior practitioners from state-owned banks and leading insurance institutions. Deep understanding of China's financial regulatory system, bank risk models, and actuarial frameworks, providing credit approval, insurance claims, and anti-fraud annotations.
The Langhui banking & insurance expert team composition and core advantages
朗慧银行保险领域专家团队以国内前20银行核心业务岗及全球前50保险机构精算/核保专家为核心，覆盖银行信贷、保险精算、资产负债管理、金融监管合规等方向。朗慧坚持前20银行+前50保险机构准入门槛，确保专家具备机构级业务深度。
专家团队深度掌握中国银行信贷审批流程、LPR定价机制、保险精算准则(C-ROSS)、偿二代监管体系等本土金融制度。在信用风险评估、保险产品定价评估、资产负债久期匹配标注等任务中，朗慧专家凭借机构一线业务经验提供专业级金融数据。
覆盖任务包括对公信贷调查报告审核、零售信用评分卡验证、保险理赔案例推理标注、反洗钱交易识别规则编写等。每份标注通过3轮专业审核——机构履历验证、金融知识笔试、业务案例答辩，确保标注对标总行/总部业务骨干水平。
End-to-end annotation services for banking & insurance AI
Credit risk assessment data annotation, loan application evaluation, collateral valuation review
Claims authenticity verification, settlement amount evaluation, fraud pattern identification
Transaction anomaly detection annotation, fraud rule generation, risk scoring model validation
Credit scoring model validation, stress testing scenario assessment, model performance evaluation
Mortality/morbidity table data annotation, premium calculation verification, reserve estimation assessment
Financial regulation compliance annotation, regulatory report accuracy assessment, audit finding classification
In-depth data services for banking & insurance LLM pretraining
Financial regulation knowledge graph, banking Q&A generation, compliance reasoning annotation
Loan default prediction annotation, credit scoring model evaluation, risk factor identification
Premium rate assessment, claims frequency prediction, actuarial assumption verification
Basel/CBRC compliance annotation, regulatory reporting accuracy, audit finding classification
Core value delivered by Langhui's banking & insurance expert team
Experts from major state-owned banks and top insurance institutions
Three-round financial review ensuring credit, insurance, and risk annotation quality
Retail Banking / Corporate Banking / Risk Control / Actuarial
Deep coverage of China's financial regulatory system and compliance requirements
Strict expert admission criteria ensure professional quality
Finance, economics, insurance, or related fields
2+ years at major state-owned banks or leading insurance companies
Professional background in credit analysis or insurance actuarial science
Experience in credit risk modeling, underwriting, or fraud detection
Proficient in SQL/Python for financial data analysis and reporting
Confirmation and initiation within 2 hours of task assignment
Langhui's differentiated advantages in banking & insurance 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
Are you a banking & insurance professional? Join Langhui's certified expert network to advance AI with your expertise.