Blackstone-style AI Deal Screener
Built for private equity, venture capital, and strategic investment teams.
AutoAnalyst AI is a smart screening agent that mimics how top PE/VC analysts review deals.
🔍 It reads investment memos, news articles, pitch decks, and financials to:
- Extract key business insights
- Rate deals by risk and potential
- Generate strategy-ready memos
- 🏢 Company profiling agent (sector, size, signals)
- 📊 Risk scoring based on financial + narrative patterns
- 📝 Auto-generated 1-page investment summaries
- 🔗 Future: Integrate real startup datasets
- Python, LangChain, OpenAI / Claude
- FAISS / Chroma DB, Streamlit or FastAPI
- Financial datasets (Crunchbase, Tracxn, etc.)
You’re a Blackstone intern. You get 40 pitch decks per day.
You need 3 to analyze deeply.
AutoAnalyst gives you the top 3, with bulletproof summaries.
✅ Initial scaffolding
🚧 LLM agent development in progress
📹 Daily updates via YouTube and GitHub
Sapath Chakraborty
🔗 (https://www.linkedin.com/in/sapath-chakraborty-40b357373/)
📹 YouTube Devlog:(https://www.youtube.com/@Sapath-AI)