Interviews do not predict execution. Résumés do not measure delivery risk. Yet companies still make million-dollar hiring decisions without a standardized way to assess execution exposure. Every critical hire introduces measurable business risk across delivery capability, contextual alignment, stability, consistency, scalability, dependency, and market direction. Until now, this risk has