VariancePro is a revolutionary AI-powered financial intelligence platform that transforms raw CSV data into comprehensive business insights with actionable market intelligence. Built with advanced AI models and powered by local inference, it provides enterprise-grade analysis capabilities while maintaining complete data privacy.

• AI-Generated Executive Summaries for complex time-series analysis
• Actionable News Intelligence that correlates market factors with data patterns
• Collapsible Detail Views for executive-level reporting with drill-down capabilities
• Real-time Market Context through RSS feed integration and content extraction
• Zero-Trust Privacy with 100% local processing

• Installation Guide - Complete setup instructions
• Quick Start - Get running in minutes
• Configuration - Environment setup and customization

• Usage Guide - Comprehensive user documentation
• Analysis Types - Understanding different analysis capabilities
• Natural Language Interface - Chat with your data

• Testing Framework - NL-to-SQL testing and validation
• Development Guide - Contributing and development setup
• API Reference - Technical documentation

• System Architecture - How VariancePro works
• Data Formats - Supported file types and structures
• Privacy & Security - Zero-trust architecture details

• News Intelligence - Market context analysis
• NL-to-SQL Translation - Natural language query system
• Troubleshooting - Common issues and solutions

• Analysis Examples - Real-world scenarios
• Use Cases - Featured implementations
• Best Practices - Recommended workflows

• 🤖 AI-Powered Analysis: Chat with Aria Sterling, your AI financial analyst
• 📊 Advanced Analytics: Contribution, variance, timescale, and ranking analysis
• 🧠 Executive Summaries: AI-generated concise insights with expandable details
• 📰 Market Intelligence: Actionable news analysis correlated with your data patterns
• 🔒 Privacy-First: All processing happens locally - your data never leaves your machine
• 📈 Professional Reporting: Publication-ready tables, charts, and executive reports
• 🎯 Intelligent Detection: Auto-identifies data types, patterns, and business context
• ⚡ Real-Time Chat: Natural language interface for data exploration and insights
• 🌐 RSS Integration: Live news feeds for business context without API costs
• 📄 Article Extraction: Deep content analysis from news sources for better intelligence

• Frontend: Gradio web interface with custom CSS styling and responsive design
• Backend: Python with pandas for advanced data processing and analysis
• AI Engine: Ollama with Gemma3 model for local AI inference and natural language processing
• News Intelligence: RSS feed integration with feedparser and content extraction
• Data Processing: Advanced CSV parsing with automatic column type detection and validation
• Analysis Engine: Modular analyzer architecture with AI-enhanced summaries
• Security: Zero-trust local processing with no external data transmission

Component	URL	Purpose
Main Application	http://localhost:7871	Financial analysis with AI insights
Testing Framework	http://localhost:7862	NL-to-SQL testing and validation
Ollama API	http://localhost:11434	AI model management

• 📋 Issues: Report bugs and request features
• 💬 Discussions: Community Q&A
• 📖 Documentation: Browse this wiki for comprehensive guides
• 🔍 Search: Use the wiki search to find specific topics

---