The 'Metal' Problem: Why Moove's Robotaxi Bet is a Hardware Play

Opinion: In the race to scale autonomous vehicles (AVs), the industry is currently obsessed with the 'brain'—the AI and the software. But as I've often noted in my coverage of deep tech, the most sophisticated software in the world is useless if the hardware isn't maintained, charged, and deployed. This is the specific bottleneck Moove is betting on, as first reported by TechCrunch.

According to TechCrunch, Moove has raised $250 million in a Series C round that values the company at $2.1 billion. The round was led by Mubadala Investment Company, with Woven Capital and Ion Pacific serving as co-leads. The funding round also drew participation from a diverse group of investors, including BlackRock, Uber, Franklin Templeton, MUFG, BlueCrest Capital Management, Sona Asset Management, The Raptor Group, Left Lane, Silverbacks Holdings, Square Associates, The Latest Ventures, Endeavor Catalyst, and the Ontario Power Generation Pension Plan.

Moove's pivot into the AV space is a calculated move to solve what co-founder and co-CEO Ladi Delano describes as the 'own the metal' problem. In an interview with TechCrunch, Delano pointed out a critical gap in the AV ecosystem. Between the developers, the vehicle manufacturers, the marketplaces (such as Uber), and the end consumers, no one actually wants to handle the gritty, physical reality of fleet ownership. This includes everything from servicing and maintenance to cleaning and managing lost property.

Moove is positioning itself as the orchestrator. The company, which started in Nigeria in 2020 and is now based in Dubai, already operates a 42,000-vehicle human-driven fleet across 14 countries. Delano views this experience in financing and fleet management as the ideal training ground for the AV era.

Currently, Moove serves as the fleet operator for Waymo in Las Vegas, Miami, and Phoenix, with plans to expand into London. While Moove does not currently own the Waymo vehicles, Delano told TechCrunch that the company intends to use debt financing to purchase robotaxis in the future. He noted that Moove already owns robotaxis from another AV developer, though he declined to name that company. The ultimate goal is to own hundreds of thousands of vehicles.

From a hardware perspective, the most intriguing part of Moove's strategy is the development of "Nests." These are automated depots designed to operate 24/7, utilizing robotics to handle vehicle charging, maintenance, and servicing. TechCrunch reports that Moove has approximately 15 of these depots in various stages of development. While Delano did not provide a specific timeline for when these "lights-out" depots will be fully operational, they represent the physical infrastructure necessary to prevent robotaxi fleets from stalling.

By focusing on the orchestration and the physical upkeep—the parts of the business that AV developers find unattractive—Moove isn't just managing a fleet; it's attempting to build the industrial backbone of the autonomous economy. If they can successfully automate the depot and scale the financing, they become the indispensable partner for every AV developer that wants to scale without getting their hands dirty.