Uber has agreed to pay a total of $3.5 million following a New York City administrative ruling that found its Eats platform underpaid delivery workers. The settlement allocates $3.15 million in direct restitution to approximately 48,000 couriers who worked in the boroughs between 2018 and 2024, correcting wage and tip distribution shortfalls identified during a Department of Consumer and Worker Protection investigation. An additional $350,000 will cover civil penalties and enforcement fees. Under the agreement, Uber Eats will revise its payment algorithms, ensure transparent tip allocation and maintain detailed payroll records for at least five years. Investors should note the incremental hit to operating margins in the Delivery segment and the potential for similar actions in other jurisdictions.

Uber is set to report fourth-quarter and full-year results next week, with consensus expecting modest revenue growth but continued pressure on adjusted EBITDA margins after a Q3 shortfall. Analysts forecast year-over-year growth of around 15% in gross bookings, driven by recovery in its Mobility business and sustained expansion in Delivery. However, profitability could be challenged by increased driver incentives, higher insurance and compliance costs following recent legal rulings, and continued investment in new initiatives. A key variable for investors will be commentary on progress with Uber’s Nvidia-backed AI and mapping initiative within its Advanced Technologies Group, which management has cited as essential to improving dispatch efficiency and driver utilization rates over the next 12 to 18 months.

In its most significant autonomous-vehicle commitment to date, Uber has structured a $1.0 billion partnership with Canadian self-driving trucking startup Waabi, comprising $750 million upfront and $250 million in milestone-based funding. The deal targets the deployment of 25,000 robotaxis over multiple phases, leveraging Waabi’s “simulation-first” AI training platform. Uber will integrate Waabi-developed software into its ride-hailing network, aiming to reduce labor costs and improve service availability in dense urban centers. The partnership underscores Uber’s strategy of diversifying capital allocation across more than 20 AV collaborators, even as commercialization timelines remain unverified. Investors should watch for pilot program launch dates, regulatory approvals, and early utilization metrics as indicators of the initiative’s scalability and impact on long-term unit economics.