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.
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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.
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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. 
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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.
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Solve AI

Improve engineering efficiency by investigating potential root causes and eliminating 100s of root causes in a minute.
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Why Partner with Instrumental?

  • Manufacturing DNA- the toolset our ex-Apple founders wished they had
  • Fast Implementation - deploy in weeks, with or without IT
  • Integrates Into Existing Systems - MES, QMS, PLM, and more
  • Scaleable for High and Low Mix - 10s to millions/month; 1 factory or many
  • Proven - 4B data points processed for world-class customers
  • Business Value in 90 Days
Graphic of success metrics for various companies

NVIDIA speeds up final tray and rack assembly by 14 days.

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Meta accelerates NPI by saving over 900 engineering weeks across 7 programs annually.

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Toast achieves 5.3X ROI by using Instrumental's AI to identify product defects earlier in development.

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