This technical report presents the design, implementation, and validation of an offline-first geospatial heritage documentation pipeline applied to a pilot deployment in Offa, Kwara State, Nigeria. In this project, the principles of the Adaptive Environmental Modeling System (AEMS) were adapted to cultural heritage documentation.