Description While many in the world of data science see data as only ones and zeros, Caerus sees data for what it is: a digital representation of a social process. All systems—whether complex, frontier, or linear—have their own data generating process, create unique data signatures, and require social understanding for meaningful analysis. Borrowing from computer science, we describe our work as ‘full stack social science.’ Our services and software tools help clients understand, adapt, and operate in complex and conflict-affected areas around the globe.