QuerySurge & Integration
with your Data Stores

The Challenge:
Validating Data Across Complex Architectures

Modern data ecosystems are diverse — mixing cloud data warehouses, on-premises databases, and hybrid data lakes. Manually validating data pipelines across these systems is time-consuming, error-prone, and nearly impossible to scale.

The Solution: QuerySurge​

QuerySurge is the smart data-testing solution that automates validation across every layer of your data pipeline. Whether you’re moving data into Snowflake, processing with Databricks, transforming in Redshift, or delivering reports in Power BI — QuerySurge ensures your data is trusted, tested, and ready for analytics.​

One Platform, Unlimited Integrations​

QuerySurge natively connects to the most popular data platforms:

• Cloud Warehouses: Snowflake, AWS Redshift & DynamoDB, Google BigQuery, Azure SQL, Oracle Autonomous Data Warehouse
• Data Lakes: Databricks, Hadoop/Hive, AWS S3, Azure Data Lake, MongoDB, Cloudera
• Relational Databases: Oracle, SQL Server, PostgreSQL, DB2, Teradata, Vertica, SAP HANA
• BI Tools: Power BI, Tableau, MicroStrategy, SAP Business Objects, Oracle BI​
• All Other Data Stores: see full list here ⇒

Key Benefits

• Automated Validation: Compare data between sources, targets, and reports with no manual SQL required.
• Full Pipeline Coverage: Validate data at every stage — extract, transform, load, and reporting layer.
• Continuous Testing: Integrate with CI/CD pipelines for DevOps-for-Data workflows.
• Scalability: Run thousands of tests across billions of rows, on-prem or in the cloud.
• Compliance & Audit: Maintain full audit trails for regulatory and governance needs.

How It Works​

1. Connect: Use QuerySurge’s built-in connectors or JDBC drivers to connect to your sources and targets.
2. Automate: Auto-generate tests or write custom queries with QuerySurge’s wizard-based interface.
3. Analyze: View pass/fail results, drill down to mismatched data, and share dashboards with your team.
4. Integrate: Trigger tests automatically from your CI/CD tools, orchestration platforms, or ELT jobs.

Why Teams Choose QuerySurge​

• 80% Faster Testing Cycles vs. manual validation
• Near-Zero Defect Escape Rate with continuous pipeline testing
• Full Compatibility with all major cloud and on-prem platforms
• Proven ROI – validated by hundreds of enterprise customers

However, don’t just take our word (or our customers) for it.
Try it for yourself.​
Check out our free trials and great tutorial.​