‍Challenge

Build sustainable QE foundation while delivering a global factory material productivity portal across 5 business functions—layered user flows, C-level dashboards, zero tolerance for critical defects.

Muffins Impact:

Strategic QE Foundation

• Proprietary no-code automation infrastructure reducing manual testing dependency
• 3-phase transformation: foundation development → infrastructure deployment → continuous quality delivery
• Hands-on training and documentation for internal teams to sustain the QA framework

Super-Fast High-Stakes Deployment

• Productivity portal delivered in 6 months—66% faster than traditional approaches
• Zero critical defects through rigorous test design and execution
• Significant cost savings through reduced manpower requirements
• Full UAT success with first-cycle executive approval

Robust Traceability & Fast Defect Resolution

• End-to-end traceability: requirement → test design → execution → defect
• 70% faster bug resolution cycles
• Real-time dashboards for C-level leadership enabling data-driven decisions

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