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 columns the 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 quickly produce 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