Data Driven Failure Analysis for Aerospace and Defense
Identify factors contributing to hardware faults by correlating manufacturing data down to specific features across parts and assemblies.
Reduce scrap & rework costs, minimize engineering effort, improve quality & reliability.
Team Experience
How it Works
Data Integration
A custom data pipeline is configured to seamlessly integrate with your existing systems, extracting granular data from work orders, CMM inspections, material certifications, test results, design documents, and more.
Old Way
Engineers spend hours manually stitching data together across scattered sources.
New Way
Connect all your data sources once, and keep everything in sync for the future.
Advanced Analysis
Anamoly detection algorithms determine contributing factors shared by failed hardware down to specific features. Related issues are clustered, and the impact of process variables, design tolerances, and build deviations is quantified.
Old Way
Engineers spend hours building custom scripts and spreadsheets to analyze patterns from aggregated data.
New Way
Highlight and rank potential failure drivers in minutes, down to feature-level deviations.
Actionable Insights
Failure modes are analyzed by combining design context with patterns correlated to failed hardware. Findings are compiled in a report along with recommended corrective actions to drive quality improvements.
Old Way
Engineers spend valuable time manually reasoning through complex failure modes to determine corrective actions.
New Way
Detailed failure analysis report is autogenerated and delivers clear, prioritized insights in minutes.
Privacy
On-Premise Deployment
Deploy within your existing infrastructure to maintain complete control over your data.