AI case study

AitomaticManufacturing process automation

Etching recipe formulation took hours of manual analysis. Physics-aware agents now process the complex parameters in minutes.

Published|1 year ago

Key results

Dependency Reduced
~12 experts
Faster Onboarding
40-50%
Faster Time-to-Market
20-30%

Result highlights

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The story

Context

The semiconductor industry faces a critical talent shortage as veteran experts retire faster than their deep knowledge of intricate chip design and manufacturing processes can be transferred.

Challenge

Critical workflows like etching recipe formulation required hours of manual analysis involving dozens of complex parameters. Generic AI models could...

Solution
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Quotes

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The company

Aitomatic logo

Aitomatic

aitomatic.com

Agentic AI platform for semiconductor and industrial knowledge automation.

IndustryIndustrial & Manufacturing
LocationMilpitas, CA, USA
Employees11-50
Founded2020

The AI provider

Social technology company developing AI frameworks, VR hardware, and digital platforms.

IndustrySoftware & Platforms
LocationMenlo Park, CA, USA
Employees100K+
Founded2004

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