Natural-Language BI Dashboard Cuts Report Turnaround from 3 Days to 90 Seconds
SpeedMVPs built a Next.js SaaS dashboard where users type natural-language questions ("What were our top 10 customers by revenue last quarter?") and receive live SQL-backed charts in under 5 seconds. The stack uses GPT-4o to translate queries into parameterized PostgreSQL via pgvector schema embeddings, with results rendered as interactive Recharts visualizations. Role-based workspaces, saved queries, and a one-click Slack export shipped in the same 3-week window.
Project Overview
What We Built
- SpeedMVPs built a Next.js SaaS dashboard where users type natural-language questions ("What were our top 10 customers by revenue last quarter?") and receive live SQL-backed charts in under 5 seconds. The stack uses GPT-4o to translate queries into parameterized PostgreSQL via pgvector schema embeddings, with results rendered as interactive Recharts visualizations. Role-based workspaces, saved queries, and a one-click Slack export shipped in the same 3-week window.
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