International higher education policy in Canada has undergone a structural transformation over the past two years. In an effort to align student intake with national housing capacity, healthcare infrastructure, and labor market realities, Immigration, Refugees and Citizenship Canada (IRCC) introduced strict provincial attestation limits and overhauled the financial verification framework for study permit applicants. For students planning to study in Canada, relying on outdate