A new AI Now Institute report warns that gig-work platforms marketed as "Uber for nursing" are aggressively lobbying states to rewrite healthcare staffing rules. The report, titled Uber for Nursing Part II, identifies apps like Clipboard Health, Shift Key, Care Rev, and Intely Care as main players reshaping how hospitals fill shifts. These ten most prominent gig nursing platforms have raised roughly $1.4 billion in funding, with Shift Key valued at $2 billion and Clipboard Health at $1.3 billion.
Researchers say the platforms' AI-driven pricing, performance surveillance, and contractor classifications are creating a new category of gig work similar to rideshare. The system sees nurses downloading apps, getting rated on performance, and often bidding against each other for shifts. Algorithmic pricing, including Care Rev's "Smart Rates" system, recommends hourly rates based on demand and past performance.
Some platforms run "Quick Bid" auction systems where the lowest rate wins. The report raises concerns about "surveillance wages," or algorithmic wage discrimination, where platforms may use personal data to set different pay rates for identical work. A companion Roosevelt Institute brief found platforms "use data-brokers to determine nurse debt levels and offer lower wages to those with highest debt loads." Workers are classified as independent contractors, excluding them from minimum wage protections, overtime, workers' compensation, and unemployment insurance.
Nurses report arriving at facilities with no paid training, and say shift cancellations and ratings can permanently affect future work. Since 2022, lawmakers in at least 17 states have introduced bills to carve gig nursing apps out of traditional staffing rules. Eight states have already advanced exemption bills, while six more have seen bills aimed at carving platforms out of worker protection laws.
Federal lobbying by Clipboard Health and Shift Key exceeds $1.1 million combined, and the platforms work alongside Amazon and Uber through the Coalition for Workforce Innovation. In 2025, New York classified gig nursing platforms as healthcare staffing agencies, requiring registration and wage reporting, blocking independent contractor classification. Following the law, Clipboard Health, Nursa, and KARE ceased operations in the state.
The AI Now Institute warns that bidding wars and algorithmic pricing can push profession-wide wages down, while contractor classification strips nurses of expected benefits.
Source: Hacker News · Summarized by HeadlinesBriefing