From 2015, the Australian government ran an automated compliance program known informally as Robodebt. It matched welfare recipients’ reported income against annual tax data and used “income averaging” - spreading a person’s yearly income evenly across fortnightly periods - to automatically calculate alleged overpayments and issue debt notices. The automation shifted the burden of proof onto recipients, many of whom were wrongly told they owed money and pressured to repay debts they did not actually have.
The scheme ran for nearly five years and affected hundreds of thousands of people before a Federal Court ruling found it unlawful in 2019 and the government settled a class action. A Royal Commission was then established to examine how it happened. Commissioner Catherine Holmes delivered the final report on July 7, 2023. As the Prime Minister’s office stated, the report found Robodebt was “a crude and cruel mechanism, neither fair nor legal,” that “made many people feel like criminals,” and that it was a costly failure of public administration affecting more than 500,000 people.
The Royal Commission concluded that income averaging was an unlawful basis for raising debts and that officials had been warned repeatedly - by victims, public servants, community groups, and legal experts - yet the scheme continued. The report made dozens of recommendations and included a sealed section referring individuals for possible civil and criminal action.
Robodebt is one of the most consequential automated-decision failures by a government. Its core error was treating a crude statistical shortcut as if it were proof of individual wrongdoing, then automating that error at national scale. The human toll, including links to suicides among those wrongly pursued, is a permanent caution against deploying automated enforcement without legal grounding and human oversight.