Brandeis University released an AI tool that calculates the exact cost of attendance for prospective students. The system replaces vague estimates with precise pricing based on individual financial data. This move forces higher education to embrace price transparency. Practitioners should monitor if other institutions adopt similar automated financial aid forecasting to attract applicants.