AI Business Insights Workflow

An intelligent Azure Logic Apps workflow that leverages OpenAI's GPT models to provide automated business insights and analysis from structured business data.

🚀 Features

• Automated Business Analysis: Transform raw business data into actionable insights
• Multiple Analysis Types:
  • Trend Analysis
  • Forecasting
  • Executive Summaries
  • Strategic Recommendations
• AI-Powered: Utilizes GPT-4 for intelligent analysis
• Serverless Architecture: Built on Azure Logic Apps for scalability
• Secure by Design: API keys stored as secure parameters
• REST API: Easy integration with existing systems

📁 Project Structure

ai-business-insights-workflow/
│
├── src/
│   ├── logic-app.json          # Exported Logic App definition
│   ├── openai-prompt.txt       # Prompt engineering examples
│   └── sample-data.json        # Example business data payload
│
├── docs/
│   ├── architecture.md         # Detailed architecture documentation
│   └── diagrams/
│       └── workflow.mmd        # Mermaid workflow diagram
│
├── .github/
│   └── workflows/
│       └── ci.yml              # Continuous Integration workflow
│
├── README.md
└── LICENSE

🛠️ Prerequisites

• Azure subscription with Logic Apps enabled
• OpenAI API account and key
• Basic understanding of REST APIs and JSON

📦 Installation

1. Clone the Repository

git clone https://github.com/Itsskell/improved-palm-tree.git
cd improved-palm-tree

2. Deploy to Azure Logic Apps

1. Open Azure Portal and navigate to Logic Apps
2. Create a new Logic App or select an existing one
3. Go to "Logic app code view"
4. Copy the contents of src/logic-app.json
5. Paste into the Logic App designer
6. Save the Logic App

3. Configure Parameters

Set the following parameters in your Logic App:

• openai_api_key: Your OpenAI API key (securely stored)
• openai_endpoint: OpenAI API endpoint (default: https://api.openai.com/v1/chat/completions)

🎯 Usage

Making a Request

Send a POST request to your Logic App HTTP trigger URL:

curl -X POST https://your-logic-app-url.com \
  -H "Content-Type: application/json" \
  -d '{
    "businessData": {
      "revenue": 125000,
      "expenses": 87500,
      "customers": 1250,
      "period": "Q3 2023"
    },
    "analysisType": "trend"
  }'

Example Response

{
  "success": true,
  "analysisType": "trend",
  "insights": "Based on Q3 2023 data showing $125,000 in revenue with $87,500 in expenses, your business demonstrates a healthy 30% profit margin...",
  "timestamp": "2023-10-15T10:30:00Z"
}

Supported Analysis Types

• trend: Identifies patterns and trends in your business data
• forecast: Predicts future performance based on historical data
• summary: Provides executive-level overview of business performance
• recommendation: Offers strategic recommendations for improvement

📊 Sample Data

Use the provided src/sample-data.json for testing:

{
  "businessData": {
    "revenue": 125000,
    "expenses": 87500,
    "customers": 1250,
    "period": "Q3 2023"
  },
  "analysisType": "trend"
}

📖 Documentation

• Architecture Overview - Detailed system architecture
• Workflow Diagram - Visual workflow representation
• Prompt Engineering - Examples and best practices

🔒 Security

• API keys are stored as secure parameters
• All communication uses HTTPS
• No sensitive data is logged
• Follows Azure security best practices

🧪 Testing

Run the CI workflow to validate the configuration:

# The CI workflow automatically runs on push and pull requests
# Manual trigger available in GitHub Actions

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

📧 Contact

Project Link: https://github.com/Itsskell/improved-palm-tree

🙏 Acknowledgments

• Azure Logic Apps for serverless orchestration
• OpenAI for GPT-4 AI capabilities
• The open-source community

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Note: This workflow requires an active OpenAI API subscription. API costs apply based on usage.