Scale expectations, and the infrastructure they require
North American commercial expansion often runs into scale faster than the underlying architecture was built to support.
The market's scale means a process that works well at a moderate pipeline volume can strain badly once volume grows quickly — reporting and accountability infrastructure that seemed adequate at a smaller scale often needs rebuilding sooner than expected.
We factor scale-readiness explicitly into North American engagements, testing whether the architecture holds under higher volume before recommending aggressive growth targets.
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