A production chemistry group needed better automation and data integrity across friction loop and core flow testing used to tune surfactants, acids, and brines. Manual procedures and spreadsheet-based data capture made it difficult to reproduce results, compare runs, and build reliable datasets for modeling work.

Good Automation upgraded automation and data acquisition, then implemented a structured data and reporting workflow that enforced units, metadata, and traceability. The result was repeatable test execution and data that could be confidently reused by engineers and scientists.