Dynamic Query Tool

Turn any spreadsheet into a queryable database in minutes — then ask questions in plain English. No SQL. No data team required.

How It Works

Use our zero-setup managed storage, connect your own Supabase project via OAuth, or point us at any PostgreSQL database with a connection string.

Drop in an Excel or CSV file. Our AI analyzes it and proposes a clean, normalized relational schema.

Chat with the schema-builder to adjust the proposed structure before anything is committed. You stay in control.

Once data is loaded, ask anything. The AI writes and runs the SQL, then returns a readable answer.

Save queries, re-run them anytime, and visualize results as charts.

Sync additional files into existing datasets at any time without rebuilding from scratch.

Transforms raw spreadsheets into normalized, multi-table relational schemas with no database expertise required.

Ask questions in English or Spanish; get answers backed by real, executed SQL.

Zero-setup managed storage, Supabase OAuth, or any PostgreSQL connection string.

Review and refine the proposed schema in chat before tables are built.

Save, name, and re-run common queries; visualize results as charts.

Upload updates to existing datasets; dimension tables are upserted, fact tables are appended automatically.

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Every data operation runs through server-side functions — no direct database exposure to the browser.
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Query execution is sandboxed: read-only database role, 8-second timeout, 1,000-row cap per query. Writes are architecturally impossible.
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Organizations are fully isolated — cross-tenant data access is prevented at the infrastructure level.

Who	Why DQT
SMBs and growing teams	Self-serve analytics without hiring a data team
Agencies & consultants	Manage data for multiple clients, each with their own isolated database
Operations & finance teams	Regular, repeatable reports without waiting on IT
Non-technical founders	Understand your own business data on your own terms

	DQT	BI Tools	Self-serve SQL
Schema design from a spreadsheet	✓	✗	✗
Natural language Q&A	✓	Partial	✗
Zero-setup managed storage	✓	✗	✗
Bring your own database	✓	✗	✗
No SQL knowledge required	✓	Partial	✗
Incremental data sync	✓	Varies	Varies

Upload a file, review the AI-proposed schema, ask a question.