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Financial Services•AI Services
AI-Powered Document Processing for FinTech
Implemented an AI-powered document processing system that automated loan application review, reducing processing time by 75%.
The Challenge
Manual document review was creating bottlenecks, with loan applications taking 5-7 days to process. The team needed to scale operations without proportionally increasing headcount.
Our Solution
Developed a custom NLP-based document processing pipeline using machine learning models to extract, validate, and categorize information from loan applications. Integrated with existing CRM and decision-making systems.
Results
- 75% reduction in processing time
- 90% accuracy in document classification
- $500K annual cost savings
- Improved customer satisfaction scores by 40%
Technologies
PythonTensorFlowAWS SageMakerLambdaAPI Gateway
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