FinSight: Financial LLM War Room
The AI that helps you outthink hedge funds
Why FinSight Stands Out
A multi-agent LLM system that brings human-like thinking styles into financial decision-making
Our system simulates the behavior of hedge fund analysts, market strategists, and retail investors to give you a comprehensive view of financial decisions.
Each agent provides a unique lens on your financial data, from aggressive hedge fund takes to simplified retail investor perspectives.
Watch as our AI agents debate in a virtual meeting room, providing visual insights into complex financial decisions.
Get actionable insights and recommendations that help you make informed financial decisions with confidence.
Meet Your Financial Agents
Each agent provides a different perspective on your financial data
Scrutinizes financial data with a critical eye, identifying potential risks and opportunities that others might miss.
Provides a measured assessment of financial assets, weighing both positive and negative factors to deliver a balanced view.
Translates complex financial information into accessible insights, with an eye for social trends and retail sentiment.
Aggregates and analyzes news coverage and social media sentiment to provide context for financial decisions.
Demo Scenario
See how FinSight analyzes Tesla's Q4 2024 10-K and recent news
"Tesla Q4 2024 10-K + last 7 days of Tesla news"
Hedge Fund Analyst
"Margins dropped 2%, questionable accounting on energy segment. Red flag on inventory buildup. Cash burn accelerating while competition intensifies in China and Europe."
Sell-Side Analyst
"Mixed signals. Revenue growth solid at 15% YoY, but margin compression concerning. Robotaxi potential remains speculative but promising. Valuation stretched relative to auto peers."
Retail Investor
"HODL. Elon said 'we're just getting started.' Robotaxi reveal coming in August could be huge. Reddit sentiment still bullish despite recent dip."
News Digest Bot
"Reuters reported layoffs in charging division, CNBC bullish on robotaxi potential. WSJ highlighted growing inventory concerns. Twitter sentiment down 15% this week."
Final Recommendation
Team vote → 1 Sell, 1 Hold, 1 Buy, 1 Neutral
Hold with caution
Technology Stack
Built with cutting-edge AI and web technologies
- Llama 4 LLM
- Multi-agent orchestration
- Agent simulation with specialized prompting
- PDF + Web scraper for 10-Ks and financial reports
- News headline aggregation and analysis
- Sentiment scraping via Twitter/Reddit APIs
- Next.js with App Router
- Tailwind CSS for responsive design
- Modern UI libraries like ShadCN
- Python API for agent orchestration
- Database for storing analysis history
- Authentication and user management