This article examines if courts are strict enough how courts calibrate proportionality review when public authorities rely on automated decision systems.
The issue is important because automated systems can affect benefits, licensing, migration, and other administrative outcomes. The revised framing separates doctrinal significance from policy implications.
The analysis distinguishes statutory duties, constitutional principles, procedural fairness, and relevant judicial review standards rather than treating them as interchangeable sources of authority.
The study uses a comparative doctrinal method, identifying the jurisdictions, case-selection criteria, and analytical categories applied to the selected decisions.
Authorities are organised by issue so that factual background, legal test, reasoning, and outcome can be compared consistently across the discussion.
The conclusion now separates the paper's doctrinal finding from recommendations for future research and institutional practice.