Solving the Enterprise
Data Validation Challenge
Empowering teams to trust their data, accelerate delivery, and reduce the cost and risk of bad data acrossthe enterprise

Growing Data Complexity
Modern enterprises rely on increasingly complex data ecosystems that span multiple platforms, formats, and technologies.
Data flows from on-premise systems to cloud warehouses, through ETL pipelines, APIs, and reporting layers, creating countless opportunities for errors.
Manual Testing Is Unsustainable
Manual data validation is slow, expensive, and prone to human error.
Testers often rely on spot-checking, sampling, or one-off scripts that provide limited coverage and little confidence in data quality.
Siloed QA and DevOps Efforts
Data quality testing is often disconnected from development workflows, slowing down delivery and creating friction between QA, DevOps, and data engineering teams.
The Business Impact of Poor Data Validation
- Inaccurate business intelligence reports → misinformed decisions
- Data pipeline failures → operational delays
- Failed audits or compliance risks → regulatory exposure
- Loss of trust in analytics → decreased business value of data
How QuerySurge Solves the Problem
Automated, End-to-End Data Validation
QuerySurge automates the testing of data across the entire pipeline — from source systems and staging tables to target data warehouses, data lakehouses, and BI reports, along with flat files, JSON files, Excel, and 200 other data stores.
No Code, Low Code Solution with AI
Users can easily design smart queries to compare, validate, and detect anomalies across billions of records with precision.
QuerySurge AI transforms mapping documents into transformational tests quickly and without the need to write SQL.
The Query Wizards design table, column, and row-level comparisons and row counts visually, automatically matching up source and target columns.
DevOps for Data and CI/CD Integration
QuerySurge supports dynamic test execution with its industry-leading DevOps for Data module, REST APIs, and integration with tools such as Jenkins, Azure DevOps, and many others.
Scalability for Enterprise Workloads
Built for enterprise environments, QuerySurge efficiently handles large datasets, distributed teams, and complex test suites.
Actionable Reporting and Root-Cause Analysis
QuerySurge provides in-depth insights into data issues through customizable dashboards, root cause analytics, and test history tracking, leveraging data analytics and data intelligence.
Testing Business Intelligence Reports
QuerySurge validates data in Business Intelligence tools, including Power BI, Tableau, IBM Cognos Analytics, MicroStrategy, Oracle Business Intelligence, and SAP BusinessObjects, through its BI Tester module.
Enterprise-Wide Data Validation Is Not Optional
Enterprises can no longer afford to treat data validation as an afterthought.
The complexity and scale of modern data pipelines demand a purpose-built solution that enables complete automation, deep validation coverage, and seamless integration with development workflows.
QuerySurge delivers on all fronts — empowering teams to trust their data, accelerate delivery, and reduce the cost and risk of bad data.
But don’t believe us (or our clients).
Try it for yourself.