For teams responsible for yield, field reliability, and manufacturing scale, Instrumental provides engineering control over how products are built.
Capture factory signals — images, test results, and process data — across your lines and partners, and use them to discover failure modes, identify root causes, and deploy production controls in real time.
Collect images, test results, and process data from cameras, AOI, X-ray, test stations, and Instrumental systems.
All signals are structured into a shared engineering dataset across builds, lines, and factories, giving your team a complete view of how every unit was built.
AI surfaces differences across units to reveal previously unknown failure modes, which engineers can turn into live inspection tests that run in-line and intercept defects before they reach downstream test or the field.
See how your manufacturing process is performing across stations, tests, and builds, and quickly identify where yield is being lost or variation is increasing so teams can focus on the highest-impact issues.
Automatically surface the failures and process shifts driving yield loss, then move directly into investigation and resolution to stabilize processes and prevent recurring issues.
Correlate images, test results, and process signals to identify the drivers behind failures in minutes, reducing time spent on debugging and enabling teams to resolve issues at the source.
Ensure failure modes are identified and controlled before units ship — even in complex, high-risk systems.
Identify and eliminate root causes when yield drops and visibility across your manufacturing process is limited.
Maintain consistent manufacturing standards and control as you expand production across new sites.
Maintain direct visibility and control over how your products are built — even outside your own factories.
Identify root causes of field failures and eliminate recurring issues across builds and factories.
Scale to volume while maintaining control over failure modes, yield, and build consistency.
Ensured consistent product quality and reduced defect hunt and root cause time by half. 
Improved customer satisfaction and saved $953K per year by validating root cause in two weeks 
Discover automatically detects defects using continuous learning AI. It flags anomalies and improves results with user feedback.
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Solve includes features that aid in faster failure analysis, such as correlation suggestions for root causes, virtual tear-down, and visual searches.
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Experience the full range of capabilities to monitor your operations. Get real-time manufacturing metrics across SKUs, stations, lines, and sites ...
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Control your manufacturing process by deploying and enforcing production standards
Discover new failure modes directly from factory signals
Identify root causes in minutes, not days
