A pilot approach to high school college counseling is testing AI tools that provide guidance on life after high school while reducing procedural load on overburdened counselors. One report describes a system programmed with expert-provided answers to applicants’ questions, including real-time labor-market and credential cost information—areas where counselors often have limited time to research. The approach targets the high-stress midpoint of junior year, where students struggle to get consistent one-on-one help on deadlines and financial aid forms. While administrators and counselors emphasize that AI cannot replace human trust and relationship-building, the pilot frames AI as a way to automate repetitive guidance so counselors can focus on student-specific academic and social planning. If the pilot expands, it could change how admissions and career counseling services are staffed and delivered across districts—especially where counselor-to-student ratios limit responsiveness. For higher education partners, the policy and pipeline implication is clear: institutions may see shifts in the quality and completeness of student questions and applications as students increasingly use AI guidance to navigate financial aid and credential planning.