100% Unit traceability with AI drives manufacturing efficiency

Instrumental’s manufacturing AI and data platform creates a digital thread to search and solve assembly issues and enables AI applications that improve quality and yield.

Unify Product Data

Aggregate functional test data, images, and videos organized by serial number to create a digital thread.

Identify Defective Units

Leverage AI-driven visual search to isolate and investigate faulty units.

Accelerate Failure Analysis

Use the digital thread to conduct virtual teardowns, saving hours of engineering time for every failure.

AI capabilities proactively find anomalies, eliminate root causes, and intercept operator errors.

Discover AI

Surface unknown issues earlier using AI and real-time data from the factory and reduce bone pile, teardowns, and rework. 

Operate AI

Reduce escapes by augmenting operator judgment with real-time AI visual inspection. It runs 100s of inspections in seconds and surfaces defects to the operator.

Solve AI

Improve engineering efficiency by investigating potential root causes and eliminating 100s of root causes in a minute.

Why Partner with Instrumental?

By using Instrumental, it was like being at the factories. The transparency Instrumental provided resulted in more prompt attention and a higher level of care for our line, putting us on the same level of priority as other customers with higher volume.”

bill maginn

Operations Engineering and NPI leader, Axon
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Programs that used Instrumental during development ramped faster than products that did not use it.”

Director of Engineering and NPI

Motorola Mobility
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Without Instrumental, fixing the issue and delivering customer satisfaction would have been slower, harder, and more expensive.”

Burc Sahinoglu

Chief Technology Officer
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Nobody provides the contextualization and user experience that Instrumental has developed. This is the holy grail of data correlation. ”


Director of Operations, L3 Harris

[Instrumental] transformed us to the next level of product. These are new capabilities we don’t have.”

VP of Manufacturing Technologies

$15B Mission-Critical Electrification Leader

Instrumental helped us quickly identify major impacts to our units and gave us data to back up what to do next.”


Senior Test and Quality Manager, PuffCo
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