Enterprise-ready AI/ML platform for sponsors and CROs that accelerates decisions, de-risks trials, and optimizes clinical development. Includes a Trial Optimizer (reduces costs up to 50%, enrollment needs ~40%, timelines ~40%, boosts success >30%), a ClinOps Optimizer for patient-level site selection with real-time dashboards, and a Lifecycle Management module combining causal evidence, development complexity, and market value for portfolio decisions.