The University of Washington is using AI-simulated practice clients to expand high-fidelity counseling rehearsal for behavioral health providers, addressing a training bottleneck created by the limits of synchronous role-play. The program, Pathways 2 Safety, is designed to help practitioners learn frameworks for firearm access counseling and secure storage before meeting real clients. According to the report, traditional human-services training models are difficult to scale because they depend on facilitator availability and synchronized scheduling. The AI approach provides repeatable scenario practice and evidence-based personalized feedback, allowing trainees to process difficult conversations before clinical placements. The article also argues the same constraint exists across practicum-heavy fields—such as counseling, nursing, criminal justice, and education—where students may start placements without sufficient high-stakes conversation practice. For higher education and professional programs, this is a concrete example of how simulation tech is being repurposed for regulated, ethically sensitive conversations—potentially improving consistency of training while easing resource strain.