Why we invert the KYC pipeline: device intelligence before documents
System design and architecture. Frames the Webull Brazil case as an argument for reordering the verification pipeline, with trade-off analysis of document-first versus device-first architectures, risk scoring design, and the operational cost of getting the order wrong.





