QuerySurge & Oracle

QuerySurge delivers continuous, automated data validation for Oracle Autonomous Data Warehouse pipelines - ensuring data is accurate, complete, andanalytics-ready.

Why QuerySurge + Oracle ADW

Oracle Autonomous Data Warehouse (ADW) provides a high-performance, self-tuning data warehouse solution for analytics. But even with automation in storage and compute, you still need to ensure that data being loaded, transformed, and reported on is correct.

QuerySurge closes this gap by automatically testing data across every stage of your Oracle pipeline - from source to staging to ADW and downstream BI reports - helping you catch issues early and trust the insights that drive decisions.

How It Works

Direct Connectivity

Connect QuerySurge to Oracle ADW using secure JDBC drivers.
Support for both on-premises Oracle instances and cloud-hosted ADW.
Query relational tables, views, and transformed datasets directly.

End-to-End Data Validation

Compare source data to ADW staging tables and production schemas.
Verify transformations, calculations, and aggregations in ADW.
Validate downstream data flows to BI tools like Oracle Analytics Cloud, Oracle Business Intelligence, and more.

Automation & CI/CD

Integrate QuerySurge with Oracle Data Integrator (ODI), Oracle GoldenGate, and other ETL tools.
Trigger tests automatically in CI/CD pipelines (Jenkins, Azure DevOps, GitHub Actions).
Enforce data quality gates to stop bad data before it reaches production.

Reporting & Compliance

Detailed dashboards with row-, cell-, and column-level comparisons.
Visual analytics highlight where mismatches occur.
Full audit trail for compliance and regulatory reporting.

Key Benefits

Benefit	Why It Matters
Trusted Analytics	Ensure ADW data is accurate, consistent, and complete
On Prem + Cloud Support	Seamlessly validate hybrid or migration environments
Catch Issues Early	Detect schema drift, duplicates, and missing data before users see it
Accelerated Releases	Automate validation as part of data pipeline deployments
Audit-Ready Communication	Produce evidence for auditors and compliance teams

Ideal Use Cases

Migration Projects: Validate data when moving from on-prem Oracle to ADW in the cloud.
Transformation Testing: Ensure calculations, joins, and aggregations produce expectedr esults.
Regression Testing: Verify upgrades or schema changes don’t break reports.
BI Report Testing: Confirm visual layer metrics match ADW data exactly.