A Māori broadcaster in New Zealand trains speech models for te reo, ensuring data remains with its community. PwC has fine-tuned an open model for financial language, serving hundreds of clients on its own hardware without a per-token fee. Researchers in Lausanne developed an open medical model in collaboration with the Red Cross, focusing on humanitarian applications.