Pauric Bannigan, Intrepid Labs, explains how physics-informed machine learning aids formulation and why regulators still want experimental data.

Pauric Bannigan, Intrepid Labs, explains where AI speeds formulation decisions, why data is the bottleneck, and how active learning trains models with far less data.

Vivek Gupta of Duquesne University explains at AAPS PharmSci 360 why device decisions can't wait and why excipient makers must test beyond drug molecules.

Stephanie Johnson, Pfizer, explains how off-platform triggers, single-owner risk registers, and traceable prior knowledge keep protein formulation programs on track.

Stephanie Johnson, Pfizer, discusses how platform formulations moved 2 Pfizer protein programs to IND in 8 months by redistributing, not removing risk.

Almac Clinical Services’ clinical supply strategy won the 2026 CPHI Award for Supply Chain Excellence. Nishma Patel, supply chain solutions manager, explains the benefits and challenges of the company’s just-in-time manufacturing solution.

Jaenisch, Muraru, and Pandey discuss how regulators will audit pharma against its own AI policies and ways QA and regulatory teams can build defensible, inspection-ready AI practices.

The PharmTech team focused on its coverage of AAPS PharmSci 360 this week, conducting interviews with experts on a range of topics including formulation platforms, AI, amorphous solid dispersions, and animal studies.