Digital Twins for Clinical Trial Protocols: from Protocol Design to Predictive Study Execution
A growing generation of AI-enabled digital twin approaches offers a new path. Instead of treating the protocol as a static document, organizations can model it as a dynamic system, whose likely operational consequences scan be simulated prior to study execution.
AI in Pharma 2026: From Insight to Execution in Clinical Trials
Artificial intelligence (AI) is reshaping clinical trials. AI can process both structured and unstructured multimodal data, making it a powerful enabler for R&D. Multiple AI use cases have been identified across all clinical development functions.
Winning at Clinical Feasibility: How Citeline’s AI-powered Solutions Change the Game
This use case illustrates how a sponsor can rely on Citeline's AI-powered solutions to plan a Phase II clinical trial. The sponsor benchmarks trial feasibility, identifies viable sites and investigators, and predicts recruitment success.