Refer participants to and track services from Top Score Tutors (10-session tutoring dosage), AI Guys AI-literacy training, CBI Hub online workshops, Career Bound Institute non-traditional career exposure, and college and apprenticeship partners. Complete the seven-part needs assessment within 30 days of admission: educational history, career goals, academic readiness, financial aid profile, persistence-risk triage, distance-learning readiness, and skills profile.