Sold by: XenonStackÂ
Insight Agent is an innovative solution built on AWS services, utilizing the power of AWS Bedrock to address the specific challenges of SEC document analysis and insight generation. By integrating a Retrieval-Augmented Generation (RAG) approach with the Jurassic 2 Mid model from AI21, Insight Agent provides a robust, scalable, and intelligent system for processing financial documents, extracting crucial information, and generating tailored reports
Overview
Product Features The solution includes automated document processing, intelligent information extraction, advanced summarization, custom report generation, sentiment analysis, regulatory compliance checking, multi-language support, and interactive visualization.
Key Components It utilizes Amazon S3 for storing documents, AWS Lambda for processing, DynamoDB for metadata and analysis storage, and API Gateway for managing API access. Advanced NLP tasks leverage AWS Bedrock models like Jurassic-2 Mid and Titan. AWS Translate enables multilingual processing, Amazon QuickSight powers interactive visualizations, AWS AppSync supports real-time collaboration, CloudWatch monitors system health, and IAM ensures secure access.
Other Information The product features a scalable and flexible architecture, integrates smoothly with enterprise systems, supports multi-channel interactions, manages real-time data, and maintains strong security and compliance. It can be customized for various industries such as financial services, healthcare, retail & e-commerce, telecommunications, and insurance.
Highlights
- Automated Document Processing Insight Agent can efficiently process thousands of complex financial reports and legal documents daily. The system uses AWS Lambda functions triggered by document uploads to Amazon S3
- Intelligent Information Extraction The solution can extract specific information, such as key financial metrics or legal clauses, with high accuracy. It uses named entity recognition (NER) and custom-trained models to identify and extract relevant data points. Example: For a 10-K filing, Insight Agent can automatically extract and tabulate key financial metrics such as revenue, net income, EPS, and debt-to-equity ratio across multiple years.
- Advanced Summarization Insight Agent generates accurate summaries and insights from multi-page financial reports. It uses extractive and abstractive summarization techniques to provide concise yet comprehensive overviews of lengthy documents.
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Delivery method
Deployed on AWS
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