Manufacturing Intelligence: Turning EDA Data into Trusted Action

By Jim Shiely

September 30, 2026

Better hardware enables better software. Better software enables better hardware. The semiconductor industry operates inside this accelerating feedback loop, generating unprecedented volumes of simulation results, metrology data, and manufacturing evidence. Yet as information becomes abundant, the industry’s bottleneck is shifting from information generation to decision-making. 

The next competitive advantage will not come from generating more information. It will come from learning what matters and acting on it faster. This requires a new discipline: Manufacturing Intelligence. 

Beyond information: The new bottleneck 

For most of the history of semiconductor manufacturing, progress depended on our ability to generate better information. When a problem became difficult, we built a better model or a more sensitive metrology system. That effort succeeded. Today, we can simulate devices before they exist and collect fab measurements at an unimaginable scale. 

However, yield does not improve simply because data exists. Manufacturing outcomes improve only when information changes a decision. Manufacturing Intelligence is the systematic conversion of physical understanding and manufacturing observations into trusted interventions that improve outcomes. 

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