Startup / AI · 2024

AI-Powered Data Analytics

Built an AI data analytics platform from idea to revenue in 10 months.

ReactPythonLLMPostgreSQLRAG

The Challenge

Non-technical business users struggle to extract insights from their data. They need data analysts or complex BI tools. We wanted to let anyone ask questions in plain English and get answers.

The Solution

Built a conversational AI interface that connects to databases, understands schema, and translates natural language to SQL. Used RAG for context, fine-tuned prompts for accuracy, and built a clean React frontend.

Results

  • Secured pre-seed funding from Antler + angel investors
  • Achieved first revenue within 6 months of launch
  • Built and shipped full product as technical co-founder
  • Wore every hat: engineering, sales, marketing, fundraising

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