Today's guest is Mathew Paruthickal, Global Head of Data Architecture, Utilization, and AI Engineering at Sanofi. Founded in 1973, Sanofi is a French multinational pharmaceutical and healthcare company. Sanofi works in the research, development, and manufacturing of pharmaceuticals and vaccines. Mathew joins Emerj Editorial Director Matthew DeMello to explore how life sciences organisations can move from isolated digital tools to orchestrated, interoperable systems and how engineering teams can bake in traceability, auditability, and human-in-the-loop governance from day one. Want to share your AI adoption story with executive peers? Click emerj.com/expert2 for more information and to be a potential future guest on the 'AI in Business' podcast!