Situation
At a large tech company, hardware failures were causing significant disruptions, wasting time and resources, and frustrating customers. A preemptive product had been developed to identify and address these failures, but its effectiveness needed validation. Data to analyze the situation was scarce, requiring an extensive collection process to understand the root causes and improve processes.
Actions
- Conducted both quantitative and qualitative data collection to establish a current-state baseline for hardware errors and failures.
- Collaborated across multiple departments to uncover hidden issues and bottlenecks contributing to hardware breakdowns.
- Used strategic techniques to encourage stakeholders to share critical data, overcoming initial reluctance.
- Implemented a preemptive product solution based on data insights to address the most common hardware failure points.
- Standardized processes to streamline error detection and resolution.
- Built trust and buy-in from all key stakeholders, ensuring alignment on the problem statement and goals from the outset.
Results
- Reduced hardware errors by 95%, significantly improving system reliability and customer satisfaction.
- Eliminated frustration and downtime for customers by addressing hardware issues proactively.
- Reduced wasted time and resources spent on troubleshooting and maintaining broken hardware.
Return on Investment
The improved processes and hardware solutions resulted in measurable financial gains through reduced downtime and increased customer satisfaction, contributing to long-term success for the company.

Conclusion
By leveraging data analysis and fostering collaboration, Catherine successfully addressed systemic hardware failures, delivering a 95% reduction in errors. Her work highlights the importance of engaging stakeholders early and clearly defining the problem to drive impactful results.
Project Details
MetaExpert skills needed:
- Data Collection and Analysis
- Process Improvement
- Stakeholder Engagement
- Change Management
- Problem Solving
- Collaboration
Contract Length: Four to six months as part of a ten-year employment at the tech company.