fixed-readme.md

metadata

title: StartupFinancePilot
emoji: 💰
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.24.0
app_file: app.py
pinned: false
license: mit

StartupFinancePilot

StartupFinancePilot is an AI-powered financial assistant for startups that helps founders make better financial decisions and monitor investor fund usage. The application provides four main features:

1. Financial Dashboard: Visualize your startup's financial health, runway, and key metrics
2. Decision Simulator: Simulate the impact of business decisions on your startup's runway
3. Fund Monitoring: Detect suspicious transactions and monitor spending patterns
4. Financial Advisory: Get AI-powered financial advice through a conversational interface

How to Use

This application is deployed on Hugging Face Spaces and can be accessed directly through the web interface. No installation is required.

API Key Setup

To enable all AI features, you need to add your Google API key to the secrets:

1. Go to the Hugging Face Space settings
2. Click on "Repository secrets"
3. Add a new secret named GOOGLE_API_KEY with your Google API key

Features

Financial Dashboard

• View key financial metrics including cash balance, burn rate, and runway
• Interactive charts showing runway projections, revenue vs. expenses, and burn rate trends
• AI-powered financial analysis providing insights and recommendations

Decision Simulator

• Simulate hiring decisions, marketing budget changes, and other expenses
• Visualize the impact on runway and financial health
• Get AI analysis of your decisions with specific recommendations

Fund Monitoring

• Automatically detect suspicious transactions that might concern investors
• Track spending patterns across different categories
• Receive AI analysis of spending anomalies and recommendations

Financial Advisory

• Ask financial questions through a conversational interface
• Get strategic guidance on fundraising, spending, and financial planning
• In the full version, receive voice-generated responses (text-only in this demo)

Data Privacy

This application uses sample data for demonstration purposes. In a production environment, your financial data would remain private and secure.

Technologies Used

• Streamlit for the web interface
• Google's Gemini Pro API for AI capabilities
• Plotly for interactive data visualizations
• Pandas for data processing and analysis
• Scikit-learn principles for fraud detection algorithms

Extending This Application

This demo version can be extended with:

1. Real Data Integration: Connect to your actual financial systems and bank accounts
2. Voice Capabilities: Implement ElevenLabs for voice-based interactions
3. Enhanced Fraud Detection: Implement more sophisticated anomaly detection algorithms
4. Custom Financial Models: Tailor financial models to your specific business needs
5. Team Collaboration: Add multi-user support for your finance team

Hackathon Notes

This application was developed for a fintech hackathon to showcase how generative AI can be applied to startup financial management. The key innovations are:

1. Using generative AI for financial planning and decision analysis
2. AI-powered detection of suspicious spending patterns
3. Conversational financial advisory capabilities
4. Visual simulation of financial decisions

For Production Use

To adapt this for production use, you would need to:

1. Implement proper authentication and security measures
2. Integrate with your actual financial data sources
3. Set up a proper database for storing financial information
4. Add more sophisticated financial modeling capabilities
5. Implement the voice generation capabilities using ElevenLabs

Credits

Developed for a fintech hackathon to demonstrate how AI can help startups make better financial decisions.