AI
#UnstructuredData#CreditScoring#FDS#AIModel

K-Bank Unstructured Data-Based Credit Risk Assessment and Fraud Detection AI Model

K-Bank Unstructured Data-Based Credit Risk Assessment and Fraud Detection AI Model

Business Challenge

AI Solution & Key Technologies

주요 기술

Unstructured Data Analysis, NLP, Anomaly Detection, MLOps

사용 플랫폼

Kubeflow, Elasticsearch

Quantifiable Business Outcomes & ROI

200,000+
New quality customers acquired
₩8B+ annually
Bad debt prevention
99%
Real-time intelligent fraud blocking rate
40%
Normal transaction approval rate improvement (customer experience enhancement)