Fifty states is fifty reasons to fail — this board narrows the map. The CDE team's market tiering (IPEDS enrollment, institutions, the competing-conference ecosystem) is fused with what only Data OS can prove: the education audience we have already captured, who engaged in the last 24 months, our CDE event track record, and the sponsor bench that pays for all of it. Readiness stays a human judgment — scored here, never blended in silently.