One-Step-DeNovo (OS3D) GenAI engine that generates optimized candidate drug molecules in a single step, navigating vast chemical space to identify high‑potential compounds with precision and large reductions in time and cost. Targets pharma and biotech innovators seeking faster, lower‑cost early‑stage drug discovery.