Manufacturing

Ensuring manufacturers automate and scale
their data validation processes across ETL pipelines

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Manufacturing Smarter Starts with Cleaner Data

Automated Data Validation & ETL Testing for the Manufacturing Industry

In a modern manufacturing landscape characterized by global supply chains, just-in-time production, and high-volume sensor and machine data, data accuracy is no longer optional — it’s essential.

QuerySurge helps manufacturers automate and scale their data validation processes across ETL pipelines, ensuring the integrity of operational, transactional, and IoT data from the shop floor to executive dashboards.

Industry Pain Points: Where Data Quality Breaks Down

Disconnected Systems:
Manufacturers often deal with siloed data across ERP (like SAP), MES, PLM, WMS, and supply chain systems, making it challenging to ensure consistency and alignment across platforms.
Inaccurate Data, Bad Decisions:
Bad data can mislead production forecasts, disrupt inventory levels, and delay delivery schedules, leading to downstream inefficiencies and increased operational costs.
Manual QA Is Too Slow:
Manually writing SQL scripts or performing spot checks simply doesn’t scale when validating millions of records flowing between systems.
Compliance Pressure:
Whether it’s ISO 9001, FDA 21 CFR Part 11, or other manufacturing regulations, data integrity and traceability are essential to demonstrating compliance.
Lack of End-to-End Visibility:
Without proper validation, data transformations in your ETL pipelines can go unchecked, leading to silent data corruption that’s difficult to detect and even more challenging to rectify once it occurs downstream.

QuerySurge for Manufacturing: The Smart Way to Validate

Full Pipeline Coverage:
Automate testing from source systems like ERP and MES to data lakes, warehouses, and business intelligence platforms.
Rapid Mismatch Detection:
Catch data discrepancies across millions — or even billions — of records with automated comparisons and pinpointed failure tracking.
Support for Complex Manufacturing Logic:
Validate BOM structures, vendor pricing models, material flows, part genealogy, and other business-critical rules across systems.
AI-Powered Test Creation:
With QuerySurge AI, generate robust SQL tests automatically based on your data mappings, cutting test development time by over 80%.
Built-In Compliance Readiness:
Maintain complete audit trails and schedule automated validation runs for traceable, repeatable QA processes that align with your compliance and governance programs.