ArtemisAI combines the structured, mechanistic understanding of mechanistic models with the predictive power of artificial intelligence. By embedding biological knowledge directly into its neural network, ArtemisAI learns more effectively from limited data, enabling faster, more reliable strain development with fewer experiments.