AI Assistants Drive Surge in Public Service Applications Worldwide

Public agencies across multiple countries are experiencing unprecedented surges in applications, complaints, and petitions—growth that researchers are linking to the widespread adoption of AI assistants that can navigate bureaucratic processes.

The United Kingdom's housing ombudsman received just over 7,000 complaints last year, up from 2,600 in 2022—a more than 100% increase. The pattern is even more dramatic at the U.S. Consumer Financial Protection Bureau, which saw complaint volumes grow fivefold over the same period. Similar jumps have appeared in Brazilian judicial petitions and German parliamentary submissions.

Why it matters

This surge represents more than a technical challenge for overwhelmed agencies. It signals a fundamental shift in who can access public services and reveals how administrative complexity has historically excluded legitimate claimants. The question now is whether governments will treat AI-assisted applications as spam to be filtered out or as a signal that their processes need redesigning for an era when everyone has access to capable digital assistants.

Tracking 'agentic flooding' across 84 cases

Researcher Chris Schmitz has documented this phenomenon as "agentic flooding" in a paper scheduled for presentation at next month's AI Ethics and Society conference. His analysis examined 84 instances of potential flooding across 11 jurisdictions, covering services from welfare applications to judicial appeals—all with online portals accessible to AI tools.

The pattern is consistent: submissions remained relatively flat before 2022, then climbed sharply as AI technology became more accessible. Most cases show no signs of slowing, suggesting continued growth ahead.

Schmitz attributes the trend to rapidly improving AI capabilities. Tasks that once required careful prompting of ChatGPT 3.5 can now be accomplished by simply photographing a letter with a mobile app like Claude and receiving a competent response immediately.

Legitimate claims, not spam

Unlike the low-quality bug bounty reports that flooded corporate security teams last year, Schmitz found that most new public service applications come from real people with legitimate claims. "The vast majority of cases we find are people who are entitled to claim for something, claiming for that thing," he told TechCrunch.

The implication is significant: these applicants were always entitled to benefits or hearings, but administrative burden—the complexity and effort required to navigate bureaucratic processes—prevented them from filing. AI has effectively removed that barrier.

An opportunity for redesign

Rather than viewing the surge as a crisis, Schmitz sees it as a chance to fundamentally rethink how public services operate in an AI-enabled world. Agencies could redesign processes to work efficiently with AI assistance rather than treating it as an adversarial force.

"This could be the moment to say, 'we need to rethink pretty much everything about how this process looks,'" Schmitz said.

The details were first reported by TechCrunch, with Schmitz's full dataset available for review online.