What is QuerySurge?
It is the enterprise standard for end-to-end
data validation and serves as the assurance core
of the modern data quality stack
About QuerySurge
QuerySurge is an enterprise-grade data quality platform that continuously 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, a scalable architecture, and seamless CI/CD integration, QuerySurge consistently ensures data integrity at every stage of the pipeline: accelerating delivery, reducing risk, and enabling confident decision-making.
Challenges QuerySurge Solves
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- Solving enterprise data validation at scale
- Making data governance measurable
- Adding the missing layer to observability
- Validating the accuracy of data in BI reports
- Ensuring regulatory compliance
- Integrating data validation into your CI/CD pipeline
- Automating your manual testing process
- Getting up and running quickly
- Testing across platforms
- Achieving data quality at speed
- Accelerating your data analysis
Your Need for Data Validation Across Your Ecosystems
QuerySurge solves enterprise data validation at scale by automating high-volume, end-to-end testing across complex data pipelines, platforms, and BI reports with the speed, coverage, and auditability organizations require. more>>
Your Need to Measure Governance
QuerySurge makes data governance measurable by turning governance policies, lineage expectations, and data quality rules into automated, repeatable validations with auditable results that prove whether trusted data standards are actually being met. more>>
Your Need to Continuously Validate Correctness
QuerySurge adds the missing layer to observability by validating whether data is actually correct across pipelines, warehouses, and reports, not just whether something changed or failed. more>>
Your Need to Assure Data Accuracy in BI Reports
QuerySurge validates the accuracy of data in BI reports by automatically comparing report values, logic, and underlying source data to ensure what users see is complete, consistent, and correct. more>>
Ensuring regulatory compliance
Your need to ensure 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. more »
Integrating data validation into your CI/CD pipeline
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»
Automating your manual testing process
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 »
Getting up and running quickly
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.
Testing across platforms
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 »
Achieving data quality at speed
Your need for data quality at speed. Validate up to 100% of all data up to 1,000x faster than traditional testing. more »
Accelerating your data analysis
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 »
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 200+ Data Stores - 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.
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: Two AI capabilities. Two different workflows. One unified approach to faster, smarter data validation.
QuerySurge AI: Mapping Intelligence and QuerySurge AI: Query Intelligence serve two distinct but complementary roles in accelerating data validation. Both are built on QuerySurge’s AI foundation, yet each tackles a different challenge in the testing lifecycle. 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.
