Edinburgh Riders Say AI Cuts Pay, Not Just Routes
Food delivery riders in Edinburgh are pushing back against the algorithms that decide their earnings, claiming that increased automation on platforms like Deliveroo, Uber Eats, and Just Eat has quietly reduced their pay and worsened working conditions. The group, which has been organizing for months, is now calling for transparency into what they describe as an AI “black box” that controls job offers and compensation.
According to a report published on September 5, 2026, riders have documented falling rates of pay and deteriorating conditions even as the three dominant gig economy platforms in the UK and Ireland have expanded their use of algorithmic management. The riders argue that the opaque nature of these systems makes it impossible to know why their earnings fluctuate or how to challenge decisions.
How the Black Box Algorithm Affects Riders’ Earnings
The core issue is that delivery platforms use machine learning models to match riders with orders and set pay per delivery, factoring in demand, traffic, and rider location. Riders say that as these models become more sophisticated, they are being optimized to minimize labor costs, often resulting in lower base pay and fewer high-value orders.
Academics are now stepping in to help riders decode these algorithms. Researchers from the University of Edinburgh and other institutions have begun analyzing rider data to identify patterns in pay cuts, hoping to provide evidence that could pressure platforms into greater transparency. Early findings suggest that algorithmic changes have coincided with a measurable decline in average earnings per hour, although the platforms dispute these figures.
Deliveroo, Uber Eats, and Just Eat Face Growing Scrutiny
Deliveroo, Uber Eats, and Just Eat, which collectively control the vast majority of the UK and Ireland’s food delivery market, have not publicly responded to the riders’ demands as of early September 2026. However, the companies have previously defended their use of AI, arguing that it improves efficiency and benefits both customers and riders by reducing wait times.
Regulators are beginning to take notice. In the UK, the Competition and Markets Authority has been investigating algorithmic transparency in gig economy platforms, and the European Union’s Platform Work Directive, which came into force in 2025, requires platforms to provide more information about algorithmic decision-making. Riders hope that these regulatory pressures will compel platforms to open up their systems.
What Would Change If the Algorithms Were Made Public
If platforms were forced to disclose how their algorithms set pay, riders could identify whether cuts are based on legitimate factors like demand or are simply cost-saving measures. This could lead to fairer compensation and more predictable earnings, but it could also expose platforms to legal challenges and public backlash.
For investors, the stakes are significant. Gig economy companies rely on low labor costs to sustain profitability, and increased transparency could force them to raise pay, squeezing margins. Conversely, failure to address rider concerns might lead to regulatory fines or reputational damage, affecting stock prices.
Market Context and the Broader Gig Economy Backlash
The Edinburgh riders’ campaign is part of a wider movement across Europe and North America, where gig workers have increasingly protested against algorithmic management. In 2025, similar protests occurred in London and New York, and several lawsuits have been filed alleging that algorithms violate labor laws.
Publicly traded companies with exposure to gig platforms include Uber Technologies (NYSE: UBER) and Just Eat Takeaway.com (AMS: TKWY), while Deliveroo has been listed on the London Stock Exchange since 2021. Concerns about regulatory changes have already weighed on these stocks, with UBER down 5% year-to-date as of September 4, 2026, and TKWY struggling to maintain profitability.
What to Watch: Regulatory Deadlines and Platform Responses
The next key date is October 2026, when the UK’s Employment Rights Bill is expected to include provisions on algorithmic transparency. If the bill passes, platforms will be required to provide riders with explanations for pay decisions, a move that could fundamentally reshape the business model.
Investors should monitor whether Deliveroo, Uber Eats, or Just Eat announce any pilot programs to increase transparency before that deadline. A concrete response—either embracing transparency or resisting it—will signal how they plan to navigate the growing backlash.
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