QuerySurge AI:
Query Intelligence

Generative AI solution that provides a fast,
conversational way to generate individual
tests and refine SQL

Qs ai query intelligence

Smarter, faster data validation
powered by next-generation AI

QuerySurge​’s AI-powered technology consists of two generative AI modules: Mapping Intelligence and Query Intelligence.

Build SQL Faster with Query Intelligence​

Conversational, schema-aware query generation​

QuerySurge AI: Query Intelligence is your new SQL development companion. Instead of writing complex queries from scratch, users describe what they want in plain English. ​

Query Intelligence analyzes your schema metadata, understands relationships, and generates ready-to-run SQL for QueryPairs (tests), staging queries, and reusable snippets.

How it works

  1. Launch Query Intelligence directly from the Query Editor.
  2. Select your data connection, query dialect, and which schemas, tables, and columnsthe model can reference.
  3. Chat naturally, like these examples:
          “Join these two tables and show only the last 30 days”​
          “Add a filter for customers in New York”​
          “Can you change that to a left join?”​
          “Group it by product category and sort by revenue”​
    Query Intelligence will understand the intent and create the SQL accordingly.​
  4. Insert with the 1-click feature the generated SQL into the editor.

It’s that easy!

The Result

AI that accelerates every part of your data testing workflow

Query Intelligence enables analysts, testers, engineers, and business users to quicklyproduce high-quality tests, even without SQL expertise.

With QuerySurge AI Query Intelligence, teams can:

  • Reduce the time to build and maintain tests
  • Improve coverage across complex pipelines
  • Enable less-technical users to contribute to SQL-driven validation
  • Scale intelligence across both cloud and on-prem environments
  • Strengthen governance through secure and configurable AI deployment
  • Validate data faster and with greater accuracy

Two Deployment Paths, One Intelligent Platform

QuerySurge AI Architecture: Cloud vs. Core

Whether you require rapid cloud deployment or an on-premises model for complete control, QuerySurge AI offers two powerful implementation options tailored to your specific needs.

  • Cloud: Cloud-based LLM, externally hosted
  • Core: On-premises, deployed within your infrastructure
QuerySurge AI Cloud vs Core

Want to know more details about
QuerySurge AI Cloud and QuerySurge AI Core?

Learn More

QuerySurge AI: Mapping Intelligence

Want to know more about our other AI module:​ QuerySurge AI: Mapping Intelligence?

Learn More