What is QuerySurge?
It’s the smart data testing solution that leverages
artificial intelligence to automate the data validation
& ETL testing of your critical data
About QuerySurge
QuerySurge is an enterprise-grade data quality platform that automates the validation of data across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications.
With AI-powered test creation, scalable architecture, and seamless CI/CD integration, QuerySurge ensures data integrity at every stage of the pipeline ‐ accelerating delivery, reducing risk, and driving confident decision-making.
Automated Data Validation Use Cases
QuerySurge provides a smart, AI-driven, data validation & ETL testing solution for your automated testing needs.
QuerySurge Is Built for Ease and Speed
Whether you’re a data engineer or a business analyst, QuerySurge empowers you to validate data with ease, no deep programming skills required. Our intuitive no-code/low-code features make test creation and analysis simple, fast, and effective for teams of all technical backgrounds.
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- 5‑Minute Installation - Be up and running in no time.
- Connection Wizard - Effortlessly link to your databases and data warehouses.
- Test Import/Export - Migrate existing test assets directly into QuerySurge.
- Visual Query Wizard - Build table-to-table and column-to-column tests without writing SQL.
- QuerySurge AI - Auto-generate complex validation tests, including transformation logic, using generative AI.
- Real-Time Dashboards & Alerts - Monitor your data quality with instant reports, visual dashboards, and email notifications.
We don’t just offer a powerful platform - we ensure you're supported every step of the way:
- Five Trial Options - Flexible access based on your needs.
- Built-In Interactive Tutorial - Learn the platform in under an hour.
- Self-Paced Training & Certification - Master QuerySurge at your own pace and earn digital badges.
- Extensive Knowledge Base - 100s of searchable articles at your fingertips.
- Integrated Online Help & Tips - Get in-app guidance exactly when you need it.
- Connect to Anything - Use any of our 200+ pre-built data connectors.
- Premium Support Services - Expert assistance when your projects demand it.
QuerySurge delivers enterprise-grade power with consumer-level usability. Whether you’re validating billions of rows or auditing BI reports, you’ll get it done faster — with less effort, less risk, and better results.
Challenges QuerySurge Solves
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- Perform enterprise data validation
- Comply with regulatory compliance
- Automate your manual testing process
- Get data quality at speed
- Test across platforms
- Integrate data validation into your CI/CD pipeline
- Accelerate your data analysis
- Get up and running quickly
Your need for enterprise data validation. QuerySurge will empower your teams to trust their data, accelerate delivery, and reduce the cost and risk of bad data across your entire enterprise.
Your need to comply with regulatory compliance. QuerySurge delivers full audit trails, end-to-end data lineage tracking, and exportable, presentation-ready reports - giving you the visibility and proof needed for audits and compliance.
Your need to automate your manual testing process. Now you can leverage artificial intelligence through QuerySurge AI to quickly automate transformational tests and utilize the Query Wizards for quick table-to-table, column-to-column, row-to-row, and row count compares - all without writing any SQL. more »
Your need for data quality at speed. Validate up to 100% of all data up to 1,000x faster than traditional testing. more »
Your need to test across platforms. Whether a Big Data lake, Data Warehouse, traditional database, NoSQL document store, BI reports, flat files, JSON files, SOAP or restful web services, XML, mainframe files, or any other data store, QuerySurge can connect to 200+ data stores. more »
Your need to integrate data validation into your CI/CD pipeline. QuerySurge offers the industry’s most advanced DevOps for Data solution, featuring 60+ API calls and full Swagger documentation. It seamlessly integrates with leading Data Integration/ETL platforms, Build/Configuration tools, and QA/Test Management systems. more»
Your need for data analysis. QuerySurge’s Data Analytics Dashboard & Data Intelligence Reports will help you track, analyze, and communicate the quality and progress of your data testing projects with clarity and confidence. more »
Your need to get up and running quickly. QuerySurge is simple to learn and use, with a built-in tutorial that gets you up and running in under 60 minutes. We also offer complimentary self-paced training courses and digital certifications to ensure you gain all the knowledge you need.
How QuerySurge Works
QuerySurge connects to any two data points — source and target- and validates data across your entire enterprise and lifecycle.
Supported Technologies
QuerySurge offers 200+ data connectors across a wide range of technologies, including:
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- Big Data Lakes & NoSQL platforms
- Data Warehouses & Databases
- Business Intelligence & Reporting Tools
- Flat Files, XML, JSON, and APIs
- Marketing Automation Platforms
- Accounting & Financial Applications
- eCommerce Solutions
- Collaboration & Productivity Software
View the full list of Supported Vendors and Technologies»
Key Features
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- Projects
- Artificial Intelligence
- Query Wizards
- Create Custom Tests
- Scheduling
- DevOps for Data
- Run Dashboard
- Data Analytics and Data Intelligence
- Ready-for-Analytics
- Webhooks
- BI Testing
- Available On-Premises and In-the-Cloud
- Security
Projects: Multi-project support in a single instance, new Global Admin user, assign users and agents, import and export projects, user activity log reports.
Artificial Intelligence: Leverage AI-powered technology to automatically create data validation tests, including transformational tests, based on data mappings. More>>
Query Wizards: Create tests visually, without writing SQL, perform column/table/row level comparisons, auto-matching of columns. More>>
Create Custom Tests: Modularize functions with snippets, set thresholds, stage data, check data types & duplicate rows, full text search, asset tagging.
Scheduling: Run test immediately, at a predetermined date & time or after any event from a build/release, CI/CD, DevOps or test management solution.
DevOps for Data: API Integration (RESTful) with build/release, continuous integration/ETL , operations/DevOps monitoring, test management/issue tracking and more. Swagger documentation. More>>
Run Dashboard: View test execution progress live via graphical displays, drill-down into data to examine results, see real-time statistics for executed tests, alert your team about the status of execution via custom email notifications.
Data Analytics & Data Intelligence: Data Analytics dashboard, Data Intelligence reports, auto-emailed results, Ready-for-Analytics back-end data access. More>>
Ready-for-Analytics: Seamlessly integrate your preferred Business Intelligence tool or open-source Metabase with QuerySurge to gain deeper, real-time insights into your data validation and ETL testing workflows. More>>
Webhooks: QuerySurge provides real-time integrations with your DevOps, CI/CD, test management, and alerting tools. More>>
BI Testing: Testing data embedded in Microsoft Power BI, Tableau, SAP BusinessObjects, MicroStrategy, IBM Cognos or Oracle OBIEE More>>
Available On-Premises and In-the-Cloud: Install on a bare metal server, virtual machine, any private cloud or in the Microsoft Azure Cloud as a pay-as-you-go service.
Security: AES 256-bit encryption, support for LDAP/LDAPS, SSO, TLS, Kerberos support, HTTPS/SSL, auto-timeout, security hardening and more.
