"Nature published evidence that a novel machine learning framework deployed nationwide in Sierra Leone increased medicine consumption by 19% in treated districts, reaching an estimated two million women and children under five."

"Local manufacturing capacity, supply chain fragmentation, and weak last-mile distribution remain the primary constraints on medicine availability in low-income African countries, often outweighing allocation inefficiency as a driver of stock-outs."