Building AI for battlefield medicine: a government-funded programme to develop a multimodal wound-trajectory engine from scratch using real-world conflict wound data (video and clinical time-series). End-to-end ownership of the technical core, offline edge deployment, and federated learning across data nodes, with regulatory documentation to UK standards. Potential for broader opportunities across health and med-tech ventures.