Building on existing corpora and new documentary fieldwork in West Africa, we are creating a multilingual comparative corpus. We present a technology toolkit and three parallel workflows that can be used to mobilize language materials for a variety of purposes, particularly for the discovery of discourse patterns in legacy materials.