Find and fix product issues with data and AI

For engineering and operations teams building complex electronics

The AI And Data Platform for the entire product lifecycle

Aggregate Data

Gather siloed manufacturing data across the product lifecycle and turn it into a traceable record, connected by serial numbers.

Discover Novel Defects

Avoid extra builds and tests to find failures in your design. Find novel defects in real-time data using just 5 units and an anomaly-detecting AI.

Intercept known defects

Proactively improve quality and yield by augmenting operator judgment with AI that runs 100s of visual inspections and works in high-mix scenarios.

Accelerate Failure Analysis

Saves 90% of the time spent on each failure analysis by identifying and eliminating all potential root causes in minutes.

Accelerate your NPI Programs

Meet your NPI deadline, improve engineering efficiency, and avoid unnecessary builds
  • Aggregate your data into a digital thread
  • Proactively surface novel defects
  • Accelerate failure analysis

Hit your quality goals and ensure zero escapes

Reduce field failures, ramp faster, and improve first pass yield
  • Intercept known defects
  • Catch functional drifts
  • Accelerate failure analysis

Drive Digital Transformation

Set a global standard of quality, scale faster, and improve collaboration

  • Aggregate data from the entire product lifecycle
  • Use AI to prevent and resolve issues
  • Compare and transfer best practices across and sites

Unlock Business and Operational Success with Instrumental

900+ weeks

Saved

3%

Increase First Pass Yield

1 Month

Breakeven

$935K

Saved in Replacement Cost

Instrumental saved us 900+ engineering weeks, a core metric for Meta, unlocking capacity across our hardware and software teams.”

Steve McClure

Senior Director of Hardware Engineering, Reality Labs
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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. ”

Mike

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.”

CHRIS FISHER

Senior Test and Quality Manager, PuffCo
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We serve a diverse range of industries, providing distinct value to each.

Start finding and fixing issues now.

Explore the Manufacturing Data and AI Platform for yourself