Let Your Customers Chat with Their Data Server-side SDK for multi-tenant natural language to SQL. Build AI-powered analytics into your product in minutes. We provide the AI backend, you build your frontend.

QueryPanel 2.0 is embedded analytics for multi-tenant SaaS, now with a Notion-like editor for building and managing dashboards (and an embeddable editor with an AI assistant for customers). What’s new: MCP for governed admin workflows in Cursor/Claude, bring-your-own OpenAI key, Supabase + BigQuery support, and granular training so you can apply dynamic rules at runtime (e.g. per-customer data retention). Ship tenant-safe NL→SQL charts inside your product, not a bolted-on BI tool.

Hey Product Hunt 👋 I’m Csaba, this is our second QueryPanel launch. First time around we shipped the core: natural language → SQL, tenant isolation, and embeddable charts for SaaS. Builders kept asking for the same three things: a real editor (not just API glue), a way to run admin workflows from their AI tools, and control over which LLM key they use. So QueryPanel 2.0 ships: • Notion-like dashboard editor + embeddable editor with AI assistant • MCP (Cursor / Claude / ChatGPT) for governed datasource, schema, and NL→SQL work • Bring your own OpenAI (For now) key • Supabase + BigQuery • More granular training for runtime rules (e.g. per-customer retention policies) If you embed analytics in a multi-tenant product, I’d love your upvote and especially your feedback on the editor + MCP flow. Links: • Product: https://querypanel.io • Editor walkthrough: https://youtu.be/RtzzsY5MpqE • MCP walkthrough: https://youtu.be/Jv1uaq5FQJ8 • BYOK walkthrough: https://youtu.be/_VbqsEmPnEM Happy to answer anything in the comments.

Querypanel: AI-Powered Visualizations

Let your users build dashboards with their own words.

Let your users build dashboards with their own words.

QueryPanel 2.0

Previous Querypanel: AI-Powered Visualizations Launches

Previous Querypanel: AI-Powered Visualizations Launches