Infrastructure layer for skilled-trade hiring that combines AI-powered skills intelligence with trusted industry relationships to improve employer hiring decisions. Uses short open-text assessments to profile skills, preferences, and work style, then matches workers to roles prioritizing compatibility and readiness to reduce early attrition.