Why This Architecture Matters

LLMs are brilliant at reasoning — but dangerous with numbers. Give ChatGPT a spreadsheet, and it might "hallucinate" data that doesn't exist.

DataWizard solves this with Hybrid AI Architecture:

Layer 1: Google Gemini — Understands your question, generates Python code

Layer 2: E2B Sandbox — Executes real code in isolated micro-VM. Code doesn't hallucinate — it computes.

Layer 3: Results Engine — Validates output, delivers plain-language insights

The result: Accurate. Zero hallucinations. 30 seconds.

What's DataWizard built with? 🛠️

We're proud to share that DataWizard runs on a cutting-edge technology stack designed for speed, security, and scalability:

🚀 Modern JavaScript (React 19 & Next.js 16) – Industry-leading frameworks for lightning-fast performance

🤖 Advanced AI Integration – Powered by Google's Generative AI to turn your spreadsheets into actionable insights

⚡ Real-time Processing – Built with secure code execution environments that analyze your data in seconds, not hours

🎨 Beautiful Visualizations – Dynamic charts and insights that make your data tell a story

🔒 Enterprise-grade Security – Your data stays protected with modern web security standards

We chose these technologies because they deliver what matters most: reliability, speed, and results you can trust.