Transform your data into insights with natural language queries
DataTruth is an enterprise-grade analytics platform that enables anyone to query databases using plain English. No SQL knowledge required—just ask questions and get instant, accurate answers with beautiful visualizations.
Get started in under 5 minutes with our one-command deployment:
# Deploy DataTruth SaaS platform
./deploy-saas.sh
# Open http://localhost:3000
# Complete the guided setup wizardThat's it! No configuration files, no manual database setup. Everything is done through our intuitive web interface.
- Business Users: Ask questions in plain English, no technical skills needed
- Analysts: Get instant insights with AI-powered visualizations
- Data Teams: Deploy once, enable your entire organization
- Role-based access control (Admin, Analyst, Executive, Developer)
- Read-only database access—your data stays safe
- Complete audit trail of all queries and user activities
- SOC 2 compliant architecture
- AI learns your business terminology over time
- Typo-tolerant search with fuzzy matching
- Automatic data quality monitoring
- Smart query suggestions based on your data
- Auto-generated charts and visualizations
- Interactive dashboards with drill-down capabilities
- Export to PDF, Excel, or share via link
- Real-time data refresh
- Getting Started Guide - Complete setup and configuration
- User Guide - User roles and permissions
- Feature Documentation - Detailed feature explanations
- Security - Security architecture and compliance
- API Documentation - REST API reference
# Deploy to your preferred cloud provider
./deploy-saas.sh --cloud aws|azure|gcp# Deploy on your own infrastructure
./deploy-saas.sh --self-hosted# Quick local deployment
docker-compose -f docker-compose.saas.yml up -d- Natural Language Queries: "Show me top 10 customers by revenue last quarter"
- Smart Suggestions: AI recommends relevant queries based on your data
- Interactive Charts: Automatic visualization with drill-down capabilities
- Export Anywhere: PDF, Excel, CSV—share insights easily
- Semantic Layer: Define metrics once, use everywhere
- Data Quality Monitoring: 6-dimensional quality scoring (freshness, completeness, accuracy, consistency, validity, uniqueness)
- Fuzzy Matching: Typo-tolerant search handles "revenu", "kalifornia", "tot sal"
- Complete Audit Trail: Track every query, user action, and data access
- Read-Only Access: Database connections are strictly read-only
- SQL Injection Prevention: AI-generated queries validated and sandboxed
- Role-Based Access Control: Admin, Analyst, Executive, Developer roles
- Activity Monitoring: Real-time tracking of all user activities
- Compliance Ready: Complete data lineage and audit logs
"Show me the top performing sales reps this quarter with their conversion rates"
"Which customers have decreased their spending by more than 20% in the last 6 months?"
"Calculate profit margin by product category for each region"
"Show me average delivery time by carrier and identify outliers"
- Backend: Python FastAPI with async support
- Database: PostgreSQL with vector extensions
- AI/ML: OpenAI GPT-4, ChromaDB for semantic search
- Frontend: React with TypeScript, TailwindCSS
- Infrastructure: Docker, Nginx, Redis
- Security: JWT authentication, rate limiting, SQL guardrails
Comprehensive user administration with:
- Multiple authentication methods (email/password, SSO)
- Granular role assignments
- Activity tracking and analytics
- Bulk user operations
Connect to any database:
- PostgreSQL, MySQL, Snowflake, BigQuery
- Auto schema discovery
- Connection testing and validation
- Secure credential storage
Define business metrics once:
- Calculated metrics and KPIs
- Business-friendly field names
- Cross-database field mapping
- AI-generated descriptions
DataTruth implements enterprise-grade security:
✅ Data Protection
- Encryption at rest and in transit
- Read-only database connections
- No data stored outside your infrastructure
✅ Access Control
- Multi-factor authentication (MFA)
- Role-based permissions
- IP allowlisting
- Session management
✅ Audit & Compliance
- Complete query audit trail
- User activity logging
- Data access monitoring
- SOC 2 compliance ready
📖 Full Security Documentation →
- User Guide - Learn how to use DataTruth
- Admin Guide - Platform administration
- API Reference - Integration documentation
- 📧 Email: support@datatruth.ai
- 💬 Community: Discord
- 📝 Issues: GitHub Issues
- ✅ SaaS deployment mode
- ✅ Web-based setup wizard
- ✅ Role-based access control
- ✅ Data quality monitoring
- 🔄 Advanced visualizations (geographic maps, sankey diagrams)
- 🔄 Scheduled reports and alerts
- 🔄 Slack/Teams integration
- 🔄 Custom dashboards
- 📅 Snowflake and BigQuery connectors
- 📅 dbt integration
- 📅 Advanced ML predictions
- 📅 Mobile app (iOS/Android)
We welcome contributions! Please see our Contributing Guide for details.
# Fork the repository
# Create a feature branch
git checkout -b feature/amazing-feature
# Make your changes and test
pytest
# Submit a pull requestDataTruth is licensed under the MIT License. See LICENSE for details.
Built with amazing open-source technologies:
- FastAPI - Modern Python web framework
- React - UI framework
- PostgreSQL - World's most advanced open source database
- OpenAI - AI language models
- ChromaDB - Vector database
Ready to transform your data into insights?
Get Started →