Transforming credit decisions using generative AI with Rich Data Co and AWS
Machine Learning Blog
Rich Data Co (RDC) has developed a generative AI solution using Amazon Bedrock to transform credit decision-making processes, focusing on two key AI assistants:
- Data Science Assistant: Helps data science teams develop and deploy AI models by answering technical queries and generating code
- Portfolio Assistant: Enables portfolio managers to gain insights about loan portfolios through natural language queries
Key technical approach highlights:
- Multi-agent framework using LangGraph for specialized task routing
- Uses Amazon Bedrock Knowledge Bases for intelligent content retrieval
- Implemented text-to-SQL capabilities with self-correction tools
- Developed in just 3 months, meeting banking industry security standards
The solution aims to democratize access to sustainable credit by improving efficiency and insights in financial decision-making.
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