In this paper, we’ll classify the levels of artificial intelligence (AI) maturity/sophistication in EDA today, what it took for Siemens EDA’s Solido group to develop production-grade AI in its Solido Design Environment and Solido Characterization Suite tool offerings, and how production-grade AI in these tools greatly enables design teams to get innovations to market faster.