Bring the material question your team is still trying to resolve. In this practitioner-guided clinic, AI discovery and screening tools meet a real formulation or performance challenge. Leave with an understanding of what these tools can predict about your own material, where they fall short, and how they could fit into your R&D process. • What can AI discovery and screening tools predict about your material today? • Where do their predictions fall short, and what still needs testing in the lab? • How could these tools fit into your R&D process?