AI in Functional Verification: What the 2026 Industry Data Reveals

For the first time, the 2026 Siemens EDA and Wilson Research Group Functional Verification Study provides industry data on AI/ML adoption in functional verification. This paper reports on these findings, examining applications, benefits, and barriers to adoption. Leading applications of AI are debug and root-cause analysis, testbench and test generation, and coverage modeling and analysis.

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