Where time (and budget) disappears: AI’s role in diagnosing pharma R&D inefficiencies

Pharma R&D teams often lose valuable time and resources to hidden inefficiencies such as manual data entry, fragmented workflows, and poor visibility into costs. This whitepaper explores how AI can uncover and resolve these bottlenecks, from cleaning and structuring research data to forecasting risks and accelerating reporting. Backed by 11+ years of experience in life sciences, we share a practical framework to modernize processes, improve collaboration, and drive smarter, faster innovation.