Tesla is now running what autonomous vehicle researchers estimate to be roughly 25 driverless vehicles on public roads in Austin, Houston, and the Dallas-Fort Worth area, based on vehicle identification number tracking, sighting databases, and National Highway Traffic Safety Administration filings compiled in recent weeks. The vehicles appear to operate without a human safety driver behind the wheel, making them among the first unsupervised robotaxis Tesla has deployed outside of controlled demonstration settings. Neither Tesla nor any Texas state agency has confirmed the fleet count, the specific cities of operation, or the fully driverless status of these vehicles.
A review of Texas state records reveals a notable gap: Tesla does not appear on the Texas Department of Public Safety’s registry of companies that have submitted first responder interaction plans for their autonomous vehicles. That registry exists for a specific reason: to give firefighters, paramedics, and police the manufacturer-specific guidance they need when they arrive at a crash scene involving a driverless car.
What the state’s records show
Texas DPS maintains a public page listing every autonomous vehicle operator that has filed a first responder interaction plan with the state. As of late May 2026, Tesla is absent from that list. Other companies operating in Texas, including Waymo, which launched a commercial robotaxi service in Austin in 2024, do appear.
The distinction matters in practical terms. A firefighter responding to a collision involving a Waymo vehicle can consult a filed protocol that explains how to disable the car, where high-voltage components sit, and how to communicate with the company’s remote operations center. For a Tesla robotaxi, no equivalent document is on file through the state’s designated channel.
Tesla did not respond to a request for comment about its compliance posture in Texas or whether it has submitted first responder materials through alternative channels. The Austin Fire Department and Houston Fire Department also did not respond to inquiries. The Texas DPS press office did not reply to questions about whether the first responder interaction plan is legally required or voluntary. No source contacted for this article provided an on-the-record statement.
Why Texas is different
Texas has one of the most permissive autonomous vehicle frameworks in the country. Under legislation passed in 2017 (HB 2205, codified in Texas Transportation Code Chapter 545), companies can operate self-driving vehicles on public roads without a human driver present and without obtaining a state-issued permit. Operators must carry insurance that meets or exceeds state minimums and comply with applicable federal motor vehicle safety standards, but there is no California-style permitting process requiring detailed safety reports or mileage disclosures.
That light-touch approach has made Texas a magnet for AV development. Waymo, Nuro, and Aurora have all tested or deployed in the state. Tesla’s decision to base its robotaxi rollout in Austin, where the company’s headquarters and a major manufacturing facility are located, fits that pattern.
The tradeoff is transparency. California’s Department of Motor Vehicles publishes annual disengagement reports and requires companies to disclose collision data. Texas collects far less, which means the public record around Tesla’s fleet size, routes, and safety performance is thin. The figures circulating among AV researchers come from secondary sources, not from any Texas state disclosure, and this article was unable to independently verify them through government records or direct company confirmation.
What first responders face
The DPS first responder interaction plan is not a bureaucratic formality. It is the document that tells a paramedic how to safely cut into a vehicle to extract an injured passenger, or instructs a police officer on how to move a driverless car that is blocking an intersection after a crash. Without it, emergency crews must improvise, and improvisation around high-voltage battery packs and unfamiliar software systems carries real risk.
Tesla does publish a general first responder guide on its website covering its consumer vehicles. Whether that guide addresses the specific hardware and software configurations of its robotaxi fleet, or whether Tesla has shared supplemental materials directly with fire departments in Austin, Houston, or Dallas-Fort Worth, is not publicly documented.
The legal status of the DPS filing
A critical open question is whether submission of a first responder interaction plan to DPS is a legal requirement or a voluntary coordination step. The text of Texas Transportation Code Chapter 545 does not contain an explicit mandate requiring AV operators to file such a plan as a condition of deployment. The DPS page describes the submission process and lists participating companies but does not specify penalties for non-submission. This article was unable to obtain clarification from DPS on whether the filing carries legal force, and no Texas statute or administrative rule reviewed for this article resolves the ambiguity. As a result, it remains unclear whether Tesla’s absence from the registry represents a legal deficiency or a decision to forgo a voluntary best practice.
The bigger regulatory question
Tesla’s expansion in Texas is unfolding against a backdrop of intensifying federal attention to autonomous vehicles. NHTSA has opened multiple investigations into Tesla’s Autopilot and Full Self-Driving systems over the past several years, and the agency’s standing general order requires AV operators to report certain crashes involving automated driving systems.
At the state level, the tension is familiar: companies building driverless technology move on product timelines, while regulators work within legislative cycles and rulemaking processes that are inherently slower. Texas chose to resolve that tension by keeping barriers low and relying on coordination mechanisms like the DPS registry. That approach works well when companies opt in. When they do not, the gap between what is on the road and what is on the public record widens.
None of this means Tesla is operating illegally. But the absence of a DPS filing, combined with the limited public data about fleet operations, leaves residents, city officials, and emergency crews with less information than they have for other AV operators sharing the same roads.
What Texas residents should know about the DPS registry
For anyone living in Austin, Houston, or the Dallas-Fort Worth metro, the DPS connected autonomous vehicles page remains the best public resource for checking which companies have filed emergency protocols. It is updated as new submissions arrive, and it is the closest thing Texas offers to a centralized AV transparency tool.
The practical reality as of late May 2026 is straightforward: vehicles that AV researchers identify as Tesla driverless cars are on Texas roads, their numbers appear to be growing, and the standard state safety coordination step has not been publicly completed. This article contacted Tesla, two major city fire departments, and the Texas DPS for comment; none provided a response. Until the public record changes, the gap between Tesla’s apparent operational footprint and its regulatory paper trail will remain one of the most closely watched dynamics in the American robotaxi landscape.
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*This article was researched with the help of AI, with human editors creating the final content.
