An AI-powered platform that synthesizes unstructured startup data into concise, actionable investment insights for venture capitalists and angel investors.
Early-stage investors are drowning in unstructured data: pitch decks, founder call transcripts, emails, and scattered news reports. Traditional analysis is:
- Time-consuming: Hours spent per startup
- Inconsistent: Subjective human analysis
- Prone to error: Critical red flags are easily missed
- Non-scalable: Impossible to evaluate hundreds of opportunities
AI Analyst acts as a tireless, expert investment associate. It ingests raw, unstructured founder materials and public data to generate consistent, benchmarked, and actionable deal memos in minutes, not hours.
- 📄 Pitch Deck Intelligence: Extracts and analyzes key claims, metrics, and business models from PDFs
- 🎤 Founder Call Analysis: Transcribes audio and evaluates narrative quality, consistency, and passion
- 🔄 Cross-Reference Validation: Flags contradictions between what's in the deck and what the founder says
- 🏢 Automatic Sector Detection: Identifies industry vertical (SaaS, FinTech, HealthTech, etc.) from content
- 📊 Sector-Specific Benchmarking: Compares metrics against industry peers
- 😊 Sentiment & Confidence Analysis: Quantifies founder storytelling quality and conviction
- 💰 Financial Health Checks: Automated sanity checks on traction and monetization claims
- 🔐 Secure Authentication: JWT-based user accounts with isolated workspaces
- 📁 Intelligent File Management: Automated organization of analyses and uploads
- 📈 Interactive Dashboard: Full history of all analyses with search and filter
- 📤 Export Ready: Download structured JSON reports for investment committees
- Multi-Modal Analysis: Process both decks and calls simultaneously
- Batch Processing: Handle multiple evaluations in sequence
- Real-Time Processing: Live feedback on analysis progress
- Customizable Weightings: Tailor analysis to your investment thesis
| Layer | Technology |
|---|---|
| Backend Framework | FastAPI (Python) |
| Frontend | Jinja2 Templates, HTML5, CSS3, JavaScript |
| AI APIs | Google Gemini Pro, Document AI, Speech-to-Text |
| Authentication | JWT, Bcrypt |
| Database | SQLite |
| Storage | Local File System (User-Isolated) |
| Deployment | Uvicorn ASGI Server |