CONCEPT
Quality as Relationship
Janah's reconception of quality in global digital work: not
adherence to a specification but a
negotiated, evolving, culturally situated understanding between producer and consumer about fitness for purpose.
Quality, in Janah's framework, is not a property that can be measured against a fixed specification and then filed as achieved. It is a relationship —
between a worker producing output and a client evaluating it, between the specific conditions under which work is performed and the specific purposes the work is intended to serve, between cultural contexts whose
professional norms shape what 'good' looks like before any measurement can begin. The relational model of quality emerged from
Samasource operations across multiple cultural contexts and dozens of client relationships, where the organization repeatedly discovered that identical specifications produced systematically different output across teams — not because some workers were more capable but because the specifications themselves carried unarticulated cultural assumptions that different workforces interpreted through different frames.
In The You On AI Field Guide
The classic example Janah returned to was the bounding-box task. A specification that said 'draw a tight bounding box around the object' seemed unambiguous until Samasource discovered that the definition