Global Market Event Impact Analyzer for Investment Portfolios

[RutsDonda]

While exploring the project, I noticed that the platform already has features like stock analysis, daily brief generation, and general AI chat support, but there is currently no dedicated system that evaluates how global events and market news impact a user’s portfolio risk.

What I’m planning to build:

An AI-powered Portfolio Intelligence & Risk Analysis Agent that can:

• Analyze the user’s portfolio holdings
• Track worldwide financial/geopolitical news affecting those stocks
• Detect overexposure in specific sectors
• Identify possible market risks using sentiment + live data
• Generate AI-based portfolio insights and recommendations

The feature would provide:

• Portfolio risk score (Low / Medium / High)
• Key market threats affecting holdings
• News-driven stock impact analysis
• Sector diversification insights
• Suggestions to reduce portfolio risk

Implementation plan:

• Add a new AI agent configuration to the existing agent system
• Create a dedicated backend API route for risk analysis
• Add prompts/workflows for portfolio intelligence
• Integrate live financial + news APIs
• Use NLP/sentiment analysis for interpreting market news
• Connect results with the current dashboard/chat interface

I checked the existing structure before proposing this, and I think it can integrate cleanly with the current architecture without affecting existing features.

I’d love to work on this under GSSoC 2026 (AI/Agents track).

Please let me know if this direction sounds good — happy to discuss improvements before starting implementation.

[Eshwar02]

Thanks @RutsDonda for the detailed proposal and for taking the time to explore the codebase thoroughly

Your implementation plan looks good, especially the reuse of the existing portfolio + stock data flow and integration into the current agent architecture.

I’ve assigned the issue to you. Feel free to proceed with the implementation and open a draft PR once the initial structure is ready.

Looking forward to the contribution

[RutsDonda]

Right now I’ll upload it on my GitHub. After that, you can import it directly from there.

[RutsDonda]

here is SS and please check the portfolio,Daily Brief and watchlist section

[RutsDonda]

If any kind of new update you want then let me know.I have one issue that i can not pull request in that given converstion

[Eshwar02]

Thanks @RutsDonda for the UI improvements

Right now, the light mode feels a bit visually inconsistent in some areas. I’d prefer a more professional, clean, and appealing light theme with:

• proper dark text contrast
• subtle borders/dividers for better visibility
• cleaner spacing and hierarchy
• minimal and modern styling
• consistent readability across cards, chat sections, and navigation

The goal is to keep the UI simple and polished while maintaining the existing overall layout and usability — more aligned with modern productivity platforms rather than overly flashy dashboard styles

[Eshwar02]

Also I noticed you mentioned adding the “Risk Analysis” navigation item with the ShieldAlert icon in #15 , but I’m unable to see it reflected in the shared screenshots. Could you please check and ensure those navigation updates are properly implemented and visible as well?

[RutsDonda]

Thanks for Suggestion let me fix those issue