Formulation & Drug Product (DP) Design: Lead preformulation characterization (solubility, stability, solid-state properties) and formulation development, focusing on maximizing bioavailability for challenging architectures (e.g., BCS Class II/IV compounds) via enabling technologies like amorphous solid dispersions, nanomilling, or lipid-based delivery. Our generative and predictive AI platform, GEMS (Genesis Exploration of Molecular Space), integrates AI and physics into industry-leading models to generate and optimize drug molecules, including the breakthrough generative diffusion model Pearl for structure prediction.