Coach is a research-backed AI career coach designed for workforce programs, online learning platforms, and colleges to scale guidance, close skill gaps, and improve outcomes. Built by the nonprofit CareerVillage.org and co-designed with career experts, it offers structured activities for career exploration, job search preparation, resume reviews, interview practice, and career readiness assessments. Coach combines large-language models with a comprehensive career-guidance database, and adapts to individual users with tailored recommendations aligned with professional goals and real-world labor market data. It enhances—not replaces—career educators by providing 24/7 coaching and data-driven insights. Coach adheres to WCAG 2.2 AA accessibility standards and enterprise-grade security, including SOC 2, FERPA, and GDPR compliance.