How Amazon Finance built an AI assistant using Amazon Bedrock and Amazon Kendra to support analysts for data discovery and business insights
Machine Learning Blog
Amazon Finance developed an AI-powered assistant using Amazon Bedrock and Amazon Kendra to help financial analysts discover data and gain business insights more efficiently. The solution addresses key challenges in financial planning and analysis by enabling natural language queries across complex data sources.
- Uses Anthropic's Claude 3 Sonnet model and Amazon Kendra for intelligent search
- Dramatically reduced search time by 30% and improved search result accuracy by 80%
- Enables analysts to find information in 5-10 minutes compared to 45-60 minutes previously
- Achieved 83% precision and 88% faithfulness in knowledge searches
- 92% of analysts prefer this new system over traditional search methods
The solution transforms how finance professionals interact with complex data by providing a conversational, context-aware search experience that improves productivity and decision-making.
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