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See how companies are using Instrumental
For teams that need control over how products are built. Capture factory signals—images, test results, and process data—and turn them into an engineering dataset to discover failures, identify root causes, and deploy production controls across factories.
Aggregate signals from across your manufacturing process—inspection images, AOI, X-ray, and test stations—into a unified engineering dataset across builds, lines, and factories.
Surface new and unknown failures automatically. Instrumental compares units, identifies unexpected variation, and highlights issues engineers haven’t defined yet.




Deploy inspection tests and enforce standards across your factories. Identify issues as they occur, intercept failures in real time, and maintain consistent output across lines and sites.
Ensure every unit meets the same bar—regardless of factory, line, or partner—by continuously applying and synchronizing production controls.
Reduce time to resolution by automatically surfacing relationships between failures, signals, and builds—so engineers can act immediately.
Move from static inspection rules to continuously expanding coverage. Failures are discovered first, then deployed as production tests that intercept defects in real time.

You have signals across systems but can’t turn them into engineering control

You need to intercept failures and improve production outcomes

New designs introduce failure modes that predefined tests can’t catch

You launch multiple products and need to accelerate learning across builds

You operate across sites and need consistent production standards

You are scaling fast and must maintain yield and consistency
Digital oversight aligns quality and improves FPY across six global factories

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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Maintain control across your manufacturing operations

Discover new failure modes directly from factory signals

Accelerate failure analysis and identify root causes in minutes