Manufacturing acceleration
for complex electronics

Instrumental turns assembly data into knowledge and action that improve yield, throughput, and ramp.

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Trusted by the world’s leading manufacturers.
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Acceleration In Practice

14 days

Acceleration through
test & debug

NVIDIA

10%

Throughput increase
in 30 days

AI Compute OEM

900+ weeks

Production Time
Saved

Meta

5.3X

In ROI by accelerating
NPI & production

Toast

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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AI Engines Powering Acceleration

Vision Engine

AI-driven visual record of every unit.

  • Leverages diverse factory data and product context to surface improvement opportunities
  • AI agents think independently and operate together to converge on root cause
  • Learns over time so every engineer solves problems like your best one”
Vision Engine

Analysis Engine

Agentic analysis that unlocks yield.

  • Deploy inspection tests that intercept known failures
  • Detect functional drift across builds and lines
  • Resolve production issues faster with cross-factory signals
Analysis Engine

Accelerate NPI and production for complex electronics

Company Updates

Accelerate your manufacturing

Explore the Manufacturing Acceleration Platform

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Instrumental
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