Streamlining Validation to Save Over $130K Annually and Accelerate Compliance | Global Gene Therapy CDMO Case Study

A global CDMO operating nine manufacturing facilities faced fragmented validation processes across locations and rising FTE hours spent on outdated workflows, made more urgent by a Microsoft Dynamics ERP implementation. It implemented Res_Q to standardize validation documentation, add unified dashboards for leadership visibility, and support acquisition-driven growth on a scalable platform. Results included a 53% reduction in effort per project, $130K in projected annual labor savings (2,070 hours annually, equivalent to 1 FTE), 20–40% faster test execution, approval cycles cut from weeks to days, and successful early FDA approvals for three critical SaaS systems.

Sware is a GxP validation platform whose entire commercial focus is life sciences — used specifically to validate AI/ML systems' explainable, traceable decisions for regulatory scrutiny.

This sits in the Scale & Govern stage of the AI use-case lifecycle: Named examples from the tools pharma teams use to monitor, govern and keep validating an AI system once it is already live in production.