Revolutionizing Investment Decisions with AI-Powered Pitch Deck Analysis
An intelligent platform that analyzes startup pitch decks using multi-agent AI systems to generate professional investment insights, recommendations, and deal memos in seconds.
**Note ** Demo has only pre-loaded analysis and comments and as of now doesnot have the capability to generate prediction based on ML models
Problem: VCs spend hours analyzing pitch decks and struggle with consistent evaluation frameworks across deals.
Solution: AI-powered platform that analyzes pitch decks using professional VC criteria and generates investment-grade analysis in 2-3 seconds.
Value: Maintains the "people business" aspect of VC while providing consistent, comprehensive analysis at scale.
- Business Model Assessment: Revenue streams, competitive positioning, market fit
- Market Opportunity Analysis: TAM/SAM evaluation, growth potential, timing
- Financial Projections Review: Revenue forecasts, burn rate, funding needs
- Team Evaluation: Founder backgrounds, advisory board, execution capability
- Risk Assessment: Market risks, technical challenges, competitive threats
- Investment Recommendation: INVEST/WATCH/PASS with confidence scores
- Multi-Agent System: Specialized AI agents for different analysis aspects
- Google Tech Stack: Vertex AI, Gemini models, Cloud Functions
- ML Predictions: Success probability using Random Forest & Gradient Boosting
- Smart PDF Processing: Handles text and image-based presentations
- Real-time Analysis: 2-3 second turnaround for demo
- Investment Memos: VC-grade analysis reports
- Executive Summaries: Key insights and recommendations
- Detailed Analysis: Comprehensive breakdown by category
- Risk Matrices: Structured risk assessment frameworks
- Confidence Scoring: Data-driven confidence levels
---# 🚧 In Development - Future Features
- 🚧 Audio Pitch Analysis - Speech-to-text and voice analysis
- 🚧 Video Presentation Processing - Visual and audio content analysis
- 🚧 Multiple File Format Support - PowerPoint, Word, images
- 🚧 Content Synthesis - Cross-format analysis correlation
- 🚧 Presenter Assessment - Body language and delivery analysis
- 🚧 Data Collection Agent - Public data synthesis and research
- 🚧 Business Analysis Agent - Deep business model evaluation
- 🚧 Risk Assessment Agent - Comprehensive risk analysis
- 🚧 Report Generation Agent - PDF report generation
- 🚧 Investment Insights Agent - Advanced recommendation engine
- 🚧 Market Research Integration - Live market data analysis
- 🚧 Competitor Analysis - Automated competitive landscape
- 🚧 Financial Modeling - Advanced financial projections
- 🚧 Team Background Verification - LinkedIn/public data integration
- 🚧 Industry Benchmarking - Sector-specific comparisons
- 🚧 Success Prediction Models - ML-based outcome prediction
- 🚧 Portfolio Optimization - Investment portfolio analysis
- 🚧 Pattern Recognition - Historical deal pattern analysis
- 🚧 Custom Model Training - Firm-specific analysis models
- 🚧 Continuous Learning - Model improvement over time
- 🚧 CRM Integration - Salesforce, HubSpot connectivity
- 🚧 Deal Management Systems - Workflow integration
- 🚧 Email Integration - Automated report distribution
- 🚧 Calendar Integration - Meeting scheduling automation
- 🚧 Slack/Teams Bots - Chat-based analysis requests
- 🚧 Multi-tenant Architecture - Organization-specific instances
- 🚧 Role-based Access Control - User permission management
- 🚧 Advanced Security - Enterprise-grade data protection
- 🚧 Custom Branding - White-label solutions
- 🚧 API Access - Programmatic integration capabilities
- 🚧 Interactive Dashboards - Real-time analytics dashboards
- 🚧 Trend Analysis - Investment trend identification
- 🚧 Portfolio Tracking - Investment performance monitoring
- 🚧 Custom Report Builder - Configurable report templates
- 🚧 Data Export Options - Multiple format exports
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
│ React Frontend│ │ FastAPI │ │ AI Agents │
│ (TypeScript) │◄──►│ Backend │◄──►│ (Google AI) │
└─────────────────┘ └──────────────────┘ └─────────────────┘
│ │ │
▼ ▼ ▼
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
│ File Upload │ │ PDF Processing │ │ ML Prediction │
│ & Validation │ │ & Extraction │ │ Models │
└─────────────────┘ └──────────────────┘ └─────────────────┘
- Data Collection Agent: Extracts and structures pitch deck content
- Business Analysis Agent: Evaluates business model and market positioning
- Risk Assessment Agent: Identifies and categorizes potential risks
- Investment Insights Agent: Generates recommendations and deal memos
- Vertex AI: Orchestrates multi-agent workflows
- Gemini Models: Powers natural language understanding and generation
- Cloud Functions: Serverless agent execution
- Real-time Processing: Sub-3-second analysis pipeline
- React 19 with TypeScript
- Tailwind CSS for styling
- Heroicons for UI components
- Axios for API communication
- FastAPI (Python) for REST API
- Pydantic for data validation
- Uvicorn ASGI server
- Google Vertex AI and Gemini models
- Scikit-learn for ML predictions
- Random Forest, AdaBoost, Gradient Boosting
- PDF Processing with PyPDF2 and pdfplumber
- Google Cloud Platform deployment ready
- Firebase for real-time data
- Cloud Storage for file management
- Vercel for frontend deployment
- Node.js 16+ and npm
- Python 3.8+
- Google Cloud credentials (for AI models)
git clone https://github.com/ecogetaway/startup-analyst-platform
cd startup-analyst-platform# Install Python dependencies
pip install -r requirements.txt
# Set environment variables
export GOOGLE_API_KEY="your-google-ai-api-key"
# Start backend server
python3 simple_demo_backend.pycd frontend
npm install
npm start- Frontend: http://localhost:3000
- Backend API: http://localhost:8080
- API Documentation: http://localhost:8080/docs
-
🏠 Landing Page
- Modern startup analyst branding
- Clear value proposition
- Professional testimonials
-
📤 Upload Pitch Deck
- Drag & drop PDF upload
- Support for image-heavy presentations
- Optional company metadata form
-
⚡ AI Analysis (2-3 seconds)
- Real-time processing indicators
- Multi-agent system execution
- Professional loading experience
-
📋 Investment Analysis
- Executive summary with recommendation
- Detailed analysis breakdown
- ML-powered success predictions
- Professional deal memo format
startup-analyst-platform/
├── frontend/ # React TypeScript frontend
│ ├── src/
│ │ ├── components/ # UI components
│ │ ├── services/ # API services
│ │ └── types/ # TypeScript definitions
│ └── public/ # Static assets
├── backend/ # Original FastAPI backend
├── simple_demo_backend.py # Optimized demo backend
├── agents/ # AI agent implementations
├── src/
│ ├── ml/ # Machine learning models
│ └── utils/ # Utility functions
├── smart-analyzer/ # Document analysis utilities
└── uploads/ # File upload directory
3-Minute Demo Video showcasing:
- Complete pitch deck upload flow
- AI analysis in real-time
- Professional investment insights
- Judge-ready presentation
- Multi-Agent AI: Sophisticated agent orchestration for comprehensive analysis
- Real-time Processing: Sub-3-second analysis pipeline
- Professional Output: Investment-grade memos and recommendations
- Modern Tech Stack: React 19, FastAPI, Google AI
- Scalable Architecture: Cloud-native design patterns
- Robust Processing: Handles text and image-based PDFs
- VC Efficiency: 10x faster than manual analysis
- Consistency: Standardized evaluation frameworks
- Accessibility: Democratizes professional investment analysis
- Multi-Language Support: Analyze pitch decks in various languages
- Integration APIs: Connect with CRM and deal management systems
- Advanced ML Models: Sector-specific prediction models
- Portfolio Analytics: Track and analyze portfolio company performance
- Collaboration Tools: Team-based evaluation and commenting
MIT License - see LICENSE file for details.
Built for the hackathon by passionate developers committed to revolutionizing the investment industry through AI innovation.
- GitHub: https://github.com/ecogetaway/startup-analyst-platform
- Demo: http://localhost:3000
- Documentation: Built-in API docs at /docs
🚀 Ready to revolutionize startup analysis? Try the demo now!