AI-Designed Enzymes leverage machine learning and protein modeling to create custom biocatalysts for industrial processes. These enzymes can outperform natural variants in speed, stability, and specificity, enabling greener manufacturing of chemicals, pharmaceuticals, and biofuels. Benefits include reduced energy consumption, elimination of toxic reagents, and lower production costs. Leaders like DeepMind, Arzeda, and Novozymes are pioneering this field, supported by growing patent portfolios and collaborations between biotech and AI companies.