CONCEPT
Cultural Adaptation
The operational discipline Janah learned at the intersection of Nairobi, Kolkata, and Silicon Valley: that technology is never culturally neutral, and the claim of universal design is itself a cultural artifact.
Cultural adaptation was not a cosmetic concern for Samasource but a structural operational requirement. The organization's 2013 expansion to India revealed that systems built in East Africa — training programs, quality frameworks, feedback mechanisms, management practices — did not transfer to Kolkata without significant modification. The failure was not in the workers, who were equally capable; it was in the embedded cultural assumptions the systems had not examined because they had never needed to. Feedback delivered directly to individual workers, which worked in Nairobi's professional context, was received in Kolkata as public criticism carrying implications about competence and status. The feedback was technically identical. The cultural reception was categorically different. Resolving the mismatch required developing a culturally adapted approach — feedback through team channels, positive examples emphasized, quality framed as collective progress — and months of institutional attention to recognize that what had looked universal was actually East African.
In The You On AI Field Guide
The principle has direct and uncomfortable implications