Resources · Case studies

Proof from the line.

How teams across the semiconductor value chain, manufacturing, and robotics put ThirdAI Automation to work.

May 30, 2025

Accelerating Defect Analysis for a Fortune 500 Semiconductor Manufacturer

A Fortune 500 semiconductor manufacturer used ThirdAI's TIA Studio platform and visual language models to automate defect classification and particle-migration tracking across a 10-12 step fabrication process, cutting defect analysis time by over 90% while improving traceability.

Semiconductor ManufacturingDefect AnalysisComputer VisionProcess Optimization
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Security

Your data, your control.

We safeguard your information with advanced security protocols and strict compliance standards. Deploy in your VPC or fully on-prem / air-gapped - your data never leaves your environment.

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FAQ

Questions from the fab floor.

How is Causal Intelligence different from correlation-based analytics?

It models cause and effect across your operational knowledge graph, so you get the true driver with the evidence behind it - not just a correlated signal that leaves engineers guessing.

How long does a pilot take?

A typical pilot runs 60-90 days on your own operational data, with measurable impact on RCA cycle time by the end of the engagement.

Where does our data live?

Deploy in your VPC or fully on-prem / air-gapped - data never leaves your environment. We hold SOC 2 Type II, ISO 27001, and CCPA.

Which systems does it connect to?

MES, SPC/FDC, historians, EDA & yield, PLM, CMMS, and ticketing - all feed the CIP Core evidence layer through standard connectors.

Do we need a data-science team to run it?

No. Enterprise MLOps governs fab-specific models for you, so engineers work inside the resolution workflow instead of notebooks.

Understand it. Resolve it. Prevent it.

See the Causal Intelligence Platform (CIP) run on your own operational data. One causal engine and one knowledge graph connect diagnostics, process intelligence, defect feedback, and resolution orchestration - so every finding is explained, scored, and acted on.

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