AI should expand Cadence's market as pressure on silicon multiplies the companies designing custom chips, and every chip design startup uses its tools. EDA has risen from 7% to 11% of semiconductor R&D, and Cadence's CEO says AI agents run far more base-tool iterations, lifting usage. Moats are deep, as fabs must certify tools over years. The risk is that its few, highly savvy customers use AI to replace parts of the workflow, and it is tied to chips designed, not to inference spend. x.com

