Data producer

Scattered and independent data producers 'extract' 'raw data' as per the pipeline analogy, and are limited by their scope of their individual interests. Field or lab based archaeologists (≈ data producers) are perceived as crafty problem solvers who improvise their ways around localized obstacles.