Data Connectivity, File Analytics & Federation
Bring every source together — no pipelines required.
Voxagraph unifies your data without building pipelines. Connect databases like PostgreSQL and MySQL in a few clicks, upload CSV, Excel, and PDF files, and query them instantly. Multi-source federation lets you join databases, files, and documents in a single question, while schema management and custom prompt tuning sharpen the accuracy of every AI answer.
What you get
Database connectors
Connect PostgreSQL, MySQL, and more in a few clicks.
File analytics
Upload CSV, Excel, and PDF files and query them instantly.
Multi-source federation
Join databases, files, and documents in a single question.
Hybrid query mode
Blend live database data with uploaded files seamlessly.
Schema management
Curate tables, fields, and descriptions to sharpen AI answers.
Custom prompt tuning
Guide the AI with examples tailored to your business.
Common use cases
- ▸Analyze a spreadsheet against live database data in one query
- ▸Stand up analytics on a new source without an ETL project
- ▸Combine operational and uploaded data for ad-hoc analysis
- ▸Improve answer accuracy by curating schema and examples
Frequently asked questions
Which data sources does Voxagraph support?
PostgreSQL, MySQL, CSV and Excel uploads, PDF documents, and federated joins across all of them — with new connectors added regularly.
Can I query files and databases together?
Yes. Hybrid query mode lets you join uploaded CSV or Excel files with live database data in a single plain-English question — no ETL pipeline required.