Generative AI (genAI) holds great promise for companies in asset-intensive industries like manufacturing. But in an environment where precision and accuracy matter, and mistakes can be costly and dangerous, companies are moving cautiously. This report describes genAI’s impact in asset-intensive industries, where to look for early benefits, and where technology leaders can help their organizations avoid potential pitfalls.