EVwire brief: Permits show Tesla is planning a dedicated autonomous fleet operations facility in Irving, Texas.
The proposed site would include a 35,000-square-foot warehouse remodel housing fleet dispatch operations, vehicle servicing and repairs, cleaning and detailing infrastructure, 16 V4 Supercharger stalls, and space for up to 212 vehicles.
The filings were uncovered by Tesla infrastructure tracker MarcoRP, who shared them on X:
Here’s a closer look at those site plans:
Look at all those Robotaxi spaces (the whole property also kinda looks like half of an inverted Tesla logo, doesn’t it?)
Tesla community member Spencer visited the proposed site shortly after and shared photos and video of the warehouse connected to the filings. Based on the footage, the main building looks primed for renovation.
Here’s Spencer’s video (Hat tip to Spencer for the ground-level look, and for sharing photos with us too):
Context:
Tesla is currently working through the Irving Robotaxi hub’s planning and zoning process, and the company is seeking a variance approval to move forward.
Tesla has been setting the stage for a Robotaxi expansion in Texas. Tesla observer @tesla2moon has been tracking Cybercab preparations at the Houston Robotaxi hub, where units are now being fitted with gold wheel caps and Robotaxi decals on the front plate.
Observers note visible progress every single day, and some have speculated that steering wheel removal may be the final step before Cybercabs officially join the fleet.
Here’s @tesla2moon’s video:
The rationale behind a facility like the Irving hub isn't complicated. Large-scale autonomous fleets need centralized infrastructure for charging rotation, maintenance and repairs, cleaning cycles, dispatch coordination, overnight parking, and high-utilization vehicle turnover.
In a way, this is the unglamorous but essential layer that makes a Robotaxi network actually work at scale.
The Tesla Cybercab, when ramped, will likely operate around the clock
The Cybercab changes everything
Unlike Uber or Lyft rideshare side, which relies on independent drivers to handle their own vehicles, Tesla appears to be building a fully vertically integrated model, controlling nearly every layer of the system itself.
Tesla's Robotaxi network is already live in Austin, Dallas, and Houston, but today's fleet is still running on Model Ys operating on Unsupervised FSD. They drive themselves, sure. But they're still regular cars at heart, complete with steering wheels and pedals.
The Cybercab is a completely different animal. Purpose-built for one job, it's a two-seater with no steering wheel and no pedals. Elon Musk noted on the Q1 2026 earnings call that it's a roomy two-seater, and it’s built only as an autonomous car, with no manual controls.
And Tesla has clearly put serious work into making the Cybercab as competitive as possible. At the Model S and Model X farewell event at Fremont, VP of Vehicle Engineering Lars Moravy revealed the Cybercab has hit 165 Wh per mile, making it, by his account, the most efficient production EV ever certified.
Source: MarcoRP on X
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