Insights

The rapid emergence of AI/ML tools in drug discovery, from target identification to generative molecular design, lead optimization, and repurposing, has transformed how life sciences companies build some of their most valuable assets. As AI/ML tools take on an increasingly significant role in the drug discovery process, companies face a set of largely unresolved IP challenges that require careful planning and proactive governance.