Author name: Akash Patharkar

Intelligent ICSR Processing & Signal Detection Business Challenge: PV operations handle tens of thousands of Individual Case Safety Reports (ICSRs) […]

AI-Augmented Regulatory Submission & Intelligence Business Challenge: Regulatory teams spend 60–70% of effort on manual authoring, formatting, and cross-region adaptation

Intelligent Trial Design & Real-Time Operations Business Challenge: Clinical trials cost $1–2B+ per asset, take 6–7 years, and ~80% miss

AI-Driven Target ID & Molecule Design Business Challenge: Target identification and lead optimization average 4–6 years and 90%+ attrition before