Robodebt (Australian Government)

The Royal Commission records that averaged PAYG data was applied automatically where alternative information was not provided and accepted, and that the aim was to reduce and preferably remove human involvement. In the staged rollout to 30 September 2016, ninety-five percent of reviews were completed with no action by a compliance officer. Robodebt automated the calculation and recovery of welfare debts by averaging annual tax data into fortnightly income figures, a Q3 Automator execution layer applied to a task the Social Security Act structurally required to be Q2 Tactician case-by-case human judgement. The system was technically functional at industrial scale, issuing up to 20,000 debt notices a week and recovering hundreds of millions of dollars, but every layer of governance that should have stopped it, in-house legal advice, the Cabinet approval process, the Ombudsman, the Administrative Appeals Tribunal, and Senate inquiries, was misled, bypassed, or rendered ineffective. A Federal Court declared the underlying decisions were never validly made, and a Royal Commission called the scheme neither fair nor legal. The result was not a technical failure but an institutional legitimacy collapse: billions in settlements, a Parliamentary apology, corruption findings against senior officials, and documented harm including suicides among vulnerable recipients.

Trajectory: Remediation has proceeded through forced court-ordered settlements (A$1.872B plus a pending A$475M Knox settlement) and 56 accepted Royal Commission recommendations, but recovery was externally compelled rather than self-initiated.