DataTruth
Ask your data questions in plain English. Get instant answers with beautiful charts.
No SQL. No dashboards to build. Just ask—and understand your business in seconds.
What is DataTruth?
DataTruth is an enterprise analytics platform that lets anyone in your organisation — from a sales manager to a CFO — query databases using plain, conversational English.
You don’t need SQL. You don’t need to know how the data is structured. Just ask a question like you’d ask a colleague, and DataTruth does the rest.
“Show me the top 10 customers by revenue last quarter”
“Which products had the highest return rate this year?”
“Compare average order value across regions for the past 6 months”
Why DataTruth?
| 🎯 Built for Everyone | Business users, analysts, and executives can all get answers — without waiting on data teams. |
| 🔒 Enterprise-Ready | Role-based access control, read-only database connections, complete audit trail, and SOC 2-ready architecture. |
| 🧠 Gets Smarter Over Time | The AI learns your business terminology, remembers common queries, and improves suggestions as you use it. |
| 📊 Beautiful Visualisations | Every query automatically generates the right chart — bar, line, pie, scatter — with drill-down capability. |
| 🔍 Typo-Tolerant | “revenu”, “califrnia”, “tot sal” — fuzzy matching finds what you mean, not just what you type. |
Who Is It For?
Business Users
Ask questions, explore trends, and share insights — all without needing technical skills. DataTruth translates your question into a query, runs it, and gives you a clean answer with a chart.
Analysts & Data Teams
Stop answering repetitive data requests. Deploy DataTruth and empower your colleagues to self-serve, while you focus on complex analysis. The semantic layer lets you define metrics once and make them available to everyone.
IT & Security Teams
DataTruth connects with read-only credentials — your data never leaves your infrastructure. All queries are validated, sandboxed, and logged. Role-based access ensures people only see what they’re allowed to.
Key Capabilities at a Glance
- Natural language queries — powered by GPT-4
- Auto-generated charts — bar, line, pie, area, scatter, and more
- Data quality monitoring — 6-dimensional scoring (freshness, completeness, accuracy, consistency, validity, uniqueness)
- Semantic layer — define business KPIs and metrics once, use everywhere
- Role-based insights — Executive, Analyst, Developer, and Admin views
- User activity tracking — full audit trail of every query and action
- Fuzzy matching search — typo-tolerant, intent-aware
- Schema explorer — AI-generated descriptions of your database tables
- Multi-database support — PostgreSQL, MySQL, Snowflake, BigQuery
Real-World Use Cases
Sales Analytics
“Show me the top performing sales reps this quarter with their conversion rates”
Customer Insights
“Which customers have decreased their spending by more than 20% in the last 6 months?”
Financial Reporting
“Calculate profit margin by product category for each region”
Operations
“Show me average delivery time by carrier and identify outliers”
Technology Stack
DataTruth is built with modern, battle-tested open-source technologies:
| Layer | Technology |
|---|---|
| Backend API | Python, FastAPI (async) |
| AI / LLM | OpenAI GPT-4 |
| Semantic Search | ChromaDB (vector database) |
| Primary Database | PostgreSQL |
| Frontend | React, TypeScript, TailwindCSS |
| Infrastructure | Docker, Nginx, Redis |