When Government Algorithms Quietly Become Rules

Federal agencies are increasingly requiring officials to evaluate claims and make enforcement decisions through mandatory digital systems. This shift is part of a broader, largely unexamined move toward governance through software, where the design of a tool can matter as much as the text of the rule it implements. When these systems shape how officials work through decisions, they also shape what enters the administrative record that courts rely on during judicial review.

The result is a form of invisible policymaking: design choices or architectural constraints that determine outcomes across cases without the public notice, comment, or transparency that US administrative law requires. In certain circumstances, such architecture may need to go through formal rulemaking.