InvestWise

About the Project

Inspiration
The project was inspired by the need for data-driven investment decisions. Traditional financial analysis often lacks real-time insights, and sentiment analysis alone can be misleading. By combining both, we aimed to create a comprehensive risk assessment tool that helps investors make informed decisions with AI-powered insights.

What We Learned
Throughout this journey, we explored:

• Financial Data Analysis – Understanding key metrics like EBITDA, ROE, and profit growth.
  
• Sentiment Analysis – Using LLMs to classify news as positive, neutral, or negative.
  
• AI Agents & Automation – Leveraging LangChain & Fetch.AI to automate data collection and risk assessment.
  -Correlation & Risk Assessment– How financial reports and sentiment impact investment decisions.
  

How We Built It

• LangChain Agent: Gathers structured financial data from trusted sources.
  
• Fetch AI’s Marketplace Agent: Retrieves real-time news sentiment.
  
• Risk Analysis & Correlation Agent: Merges insights to assess risks.
  
• Visualization & Reports: Presents findings in an investor-friendly format.
  

Challenges Faced

• Data Quality & Consistency– Ensuring reliable and up-to-date financial data.
  
• Sentiment Accuracy– Refining models to reduce false classifications.
  
• Integration of Agents – Synchronizing multiple AI-powered agents for seamless data processing.
  

This project showcases how AI can revolutionize investment strategies, making them more data-driven, automated, and insightful.

Built With

• fastapi
• fetchai
• langchain