QuerySurge and watsonX
AI-assisted testing on your preferred platform
QuerySurge AI now supports IBM watsonx as an AI endpoint.
If your enterprise has chosen watsonx as part of its AI strategy, you can run QuerySurge Mapping Intelligence and Query Intelligence on the platform you already trust.
Your AI strategy shouldn't dictate your testing tool
Plenty of enterprises have standardized on watsonx for their AI work.
Until now, that meant choosing between the platform your organization approved and the AI-assisted data validation your team wanted.
QuerySurge AI takes that choice off the table.
Stay aligned with your AI strategy
Point QuerySurge AI at the watsonx endpoint your organization already runs, so data validation fits the AI decisions you've made instead of working around them.
Same capabilities, your choice of endpoint
Mapping Intelligence and Query Intelligence work the same way whether you run them on watsonx or OpenAI. Your team keeps one workflow either way.
Fits the governance you already have
Keep AI-assisted test creation within a platform your security and governance teams have already reviewed and approved, with QuerySurge's audit trails for testing.
Two Capabilities, Now on watsonx
Scale when you need it, conversation when you want it
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QUERYSURGE AI
Mapping Intelligence
Reads your data mapping documents and generates complete validation test suites, including transformation logic.
It's built for the up-front bulk work that usually eats weeks of a project.
Best for
- Data warehouse and data lake projects with 250 to 1,500+ mappings
- Enterprise ETL teams with heavy transformation logic
- Programs that need speed and consistency in test generation
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QUERYSURGE AI
Query Intelligence
A chat interface where you describe the test you want in plain English and QuerySurge writes the native SQL, using your schema metadata.
Great for building and refining tests one at a time.
Best for
- Testers, analysts, and engineers who write SQL to create tests
- Teams where SQL skill levels vary
- Rapid prototyping and refining complex queries
How It Works
Pick your endpoint once, then just test
01
Connect watsonx
Select IBM watsonx as the AI endpoint in QuerySurge AI and enter your organization’s connection details.
02
Generate tests
Upload a mapping document to Mapping Intelligence, or describe a test to Query Intelligence in plain English.
03
Review and run
Review the native SQL, then run and schedule the tests in QuerySurge like any other, across 200+ supported data sources.
Deployment and Security
Choose the model, the infrastructure, and the workflow. QuerySurge AI was designed for enterprise security from the start.
Adding watsonx as an endpoint gives you one more way to keep AI-assisted testing inside the boundaries your organization has set.
QuerySurge AI Cloud and Core
Two implementation models: rapid cloud deployment or an on-premises model for complete control.
Your data stays yours
QuerySurge never stores your source or target data, and deployment runs on-premises, in the cloud, or in a hybrid environment.
Fits the governance you already have
Access controls, encryption, and full audit trails, with exportable reports for SOX, HIPAA, GDPR, and 21 CFR Part 11.



