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INTRODUCTION
Based on insights from 250 C-level semiconductor executives. The findings indicate that most semiconductor organizations have yet to achieve enterprise-scale AI integration, with deployments concentrated in specific use cases or pilot programs. Leadership misalignment at the execution level, together with integration challenges across EDA toolchains, manufacturing execution systems, skills gaps, and IP-sensitive environments, is constraining enterprise-wide AI scale. Our experience with semiconductor clients at HTEC reflects these findings. Organizations are actively applying AI to accelerate R&D, improve yield, enable digital twins, and differentiate through software and architecture. The next hurdle is converting these targeted wins into sustained, enterprise-level performance improvements.
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