Your Secure, Customizable
AI Data Analyst.

Cheap, private, and powerful. VisQL eliminates the complexities of traditional dashboards by providing an on-device AI that queries, analyzes, and charts your data, without it ever leaving your server.

visql-analyst --local-inference --sandbox
RAG Analysis Component Assembly
THE PROBLEM

Traditional Analytics is Slow & Exposed.

Building a dashboard requires hunting down schemas, writing complex SQL, and grappling with clunky BI tools. It kills productivity.

Worse, most AI solutions demand you hand over your database credentials, exposing your sensitive data to third-party risks.

THE SOLUTION

An AI Analyst On Your Server.

VisQL acts as a tireless data analyst. It lives in your environment (Docker/Node), understands your schema, and executes queries locally.

  • Natural Language to SQL
  • Instant Chart Generation
  • Zero Data Leakage (On-Device Model)

Everything an Analyst Does. But Faster.

VisQL isn't just a chatbot. It's a full-suite analytical tool designed to help you wrangle, analyze, and export your data.

Ask in English

"Show me the top 10 users by spend." VisQL translates your questions into optimized SQL queries instantly.

SELECT * FROM users ORDER BY spend DESC LIMIT 10;

Download & verify

Found a subset of interesting data? Download it immediately as CSV or JSON. Verify the AI's work or use it in your own external pipelines.

THE SANDBOX

Safe Write-Back.
Atomic Reliability.

Unlike other AI tools that are "read-only", VisQL allows you to clean and manipulate data safely. Every write operation is sandboxed in a temporary fork, verified, and only merged when you approve.

  • 1
    Simulate

    The AI proposes a data cleaning query in a safe, isolated sandbox.

  • 2
    Verify

    Check the results on a subset of data. "Did this fix the null values?"

  • 3
    Commit

    Apply the changes to your production database with a single click.

vcs-visualizer --sandbox-mode
Activity Log
PROD SANDBOX ACTION VALID
Merging: clean_nulls
Local
On-Device AI
Docker Container Self-Hosted
TOTAL PRIVACY

Your Cloud. Your Rules.

Competitors demand your database credentials. We don't want them. VisQL runs entirely on your infrastructure (or your cloud). The AI inference happens locally via Gemma 3n, so your sensitive financial data never touches our servers.

Transparency Code
Our server and component code is open-source. Audit everything before you deploy.
No API Keys Required
Stop worrying about "API Policy Updates" or data training clauses. It's your model.