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Scaling Tesla Service Centers with Production

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In a high tech startup, small or large, the effectiveness in which the business can scale is crucial to its success. Tesla has been known for its world class customer service, which it undoubtedly has, but recent experiences with replacing a Tesla 12V battery here in New England has me asking the question, can Tesla service scale at a rate to match its production?

The Early Days

Tesla service centers are going above and beyond when it comes to customer service. Some of this is to account for early design and quality challenges with the Model S, but also to make up for the limited number of service centers that are available. Either way, Tesla has done a stellar job with customer satisfaction up until this point. For the second year in a row Tesla has topped Consumer Reports satisfaction index.

But as new Model S owners continue to hear about Tesla’s world-class customer service by word of mouth and through mass media, the expectations are set to an extremely high level that service centers will need to deliver against. As Tesla Motors continues to focus its efforts on production and scaling the Supercharger network, they’ll need to ensure that Service Centers scale at a rate to match the growing customer base.

My Tesla Service Center Experiences

12V Battery needs ServiceThere hasn’t been much to service on my Model S other than a tire rotation thanks to the marvels of its simple design. However, my experiences in dealing with a busy Tesla Service Center led me to believe that they’d rather I have went somewhere else for the tire rotation than to have it performed at their facility.

Generally when I need to take my ICE cars in for service the most I have to wait is 1-2 days. My most recent experience with fixing 12V battery issue through the Tesla Service Center here in New England took nearly 2 weeks. Admittedly, some of that was due to poor weather and a holiday in between but there were still seven business days where the service center was too overloaded to get me in within the usual 1-2 days.

From talking to other Tesla owners it sounds like service experiences can be a mixed bag of results depending on where you live. One Model S owner based out of California, reported a similar issue with the 12V battery but managed to receive a call back within 15 minutes and later booked for service the following day. As for me? It took several phone calls, two emails and almost an entire business day gone before I was able to get schedule an appointment. The actual service that the Tesla technicians performed was excellent, but the scheduling process was abysmal.

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When the day of service finally arrived, I told the Tesla technician that it was fine to pick up the Model S from my work place and bring it back that same day since they didn’t have a loaner available. The technician arrived by Uber promptly at 10:30am, jotted down some notes and then drove away in my car. The service department had promised to have it back by 3:30pm but in reality I got the vehicle back at 7pm. Fortunately I had no other plans that evening.

Scaling Tesla Service Centers

Limited Service Options

There was one Tesla Service Center serving all points north of Connecticut on the East Coast at the time when I purchase my Model S. The local Tesla Store had mentioned that they sold nine hundred Model S’ in this area alone and this was over a half a year ago. Today there is still only a single service center supporting the entire area but with many more Teslas on the road.

A second Tesla Service Center is planned for Dedham, MA but is not online yet. What I find interesting is the fact that both service centers are geographically close to one another which doesn’t seem to make a lot of sense to me.

This is a lot of area to cover for a single or even two service centers. Given the distances involved in covering such a large area, the technicians are running all over New England to pick up or service cars which just doesn’t scale well.

Summary

I believe that Tesla has fallen behind in scaling its service centers supporting the Model S roll out, at least when it comes to the New England area and likely overseas. It’ll be crucial for Tesla to start keeping a closer eye on service center response times and volume of service, if not already.

In addition to monitoring real-time growth of the Supercharging network Tesla owners should also be watching the rate in which Tesla Service Centers are being deployed.

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"Rob's passion is technology and gadgets. An engineer by profession and an executive and founder at several high tech startups Rob has a unique view on technology and some strong opinions. When he's not writing about Tesla

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Tesla FSD fleet is nearing 7 billion total miles, including 2.5 billion city miles

As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles.

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Tesla’s Full Self-Driving (Supervised) fleet is closing in on almost 7 billion total miles driven, as per data posted by the company on its official FSD webpage. 

These figures hint at the massive scale of data fueling Tesla’s rapid FSD improvements, which have been quite notable as of late.

FSD mileage milestones

As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles. Tesla owner and avid FSD tester Whole Mars Catalog also shared a screenshot indicating that from the nearly 7 billion miles traveled by the FSD fleet, more than 2.5 billion miles were driven inside cities. 

City miles are particularly valuable for complex urban scenarios like unprotected turns, pedestrian interactions, and traffic lights. This is also the difference-maker for FSD, as only complex solutions, such as Waymo’s self-driving taxis, operate similarly on inner-city streets. And even then, incidents such as the San Francisco blackouts have proven challenging for sensor-rich vehicles like Waymos. 

Tesla’s data edge

Tesla has a number of advantages in the autonomous vehicle sector, one of which is the size of its fleet and the number of vehicles training FSD on real-world roads. Tesla’s nearly 7 billion FSD miles then allow the company to roll out updates that make its vehicles behave like they are being driven by experienced drivers, even if they are operating on their own. 

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So notable are Tesla’s improvements to FSD that NVIDIA Director of Robotics Jim Fan, after experiencing FSD v14, noted that the system is the first AI that passes what he described as a “Physical Turing Test.” 

“Despite knowing exactly how robot learning works, I still find it magical watching the steering wheel turn by itself. First it feels surreal, next it becomes routine. Then, like the smartphone, taking it away actively hurts. This is how humanity gets rewired and glued to god-like technologies,” Fan wrote in a post on X. 

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Tesla starts showing how FSD will change lives in Europe

Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.

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Credit: Grok Imagine

Tesla has launched Europe’s first public shuttle service using Full Self-Driving (Supervised) in the rural Eifelkreis Bitburg-Prüm region of Germany, demonstrating how the technology can restore independence and mobility for people who struggle with limited transport options. 

Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.

Officials see real impact on rural residents

Arzfeld Mayor Johannes Kuhl and District Administrator Andreas Kruppert personally tested the Tesla shuttle service. This allowed them to see just how well FSD navigated winding lanes and rural roads confidently. Kruppert said, “Autonomous driving sounds like science fiction to many, but we simply see here that it works totally well in rural regions too.” Kuhl, for his part, also noted that FSD “feels like a very experienced driver.”

The pilot complements the area’s “Citizen Bus” program, which provides on-demand rides for elderly residents who can no longer drive themselves. Tesla Europe shared a video of a demonstration of the service, highlighting how FSD gives people their freedom back, even in places where public transport is not as prevalent.

What the Ministry for Economic Affairs and Transport says

Rhineland-Palatinate’s Minister Daniela Schmitt supported the project, praising the collaboration that made this “first of its kind in Europe” possible. As per the ministry, the rural rollout for the service shows FSD’s potential beyond major cities, and it delivers tangible benefits like grocery runs, doctor visits, and social connections for isolated residents. 

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“Reliable and flexible mobility is especially vital in rural areas. With the launch of a shuttle service using self-driving vehicles (FSD supervised) by Tesla in the Eifelkreis Bitburg-Prüm, an innovative pilot project is now getting underway that complements local community bus services. It is the first project of its kind in Europe. 

“The result is a real gain for rural mobility: greater accessibility, more flexibility and tangible benefits for everyday life. A strong signal for innovation, cooperation and future-oriented mobility beyond urban centers,” the ministry wrote in a LinkedIn post

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Tesla China quietly posts Robotaxi-related job listing

Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.

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Credit: Tesla

Tesla has posted a new job listing in Shanghai explicitly tied to its Robotaxi program, fueling speculation that the company is preparing to launch its dedicated autonomous ride-hailing service in China. 

As noted in the listing, Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.

Robotaxi-specific role

The listing, which was shared on social media platform X by industry watcher @tslaming, suggested that Tesla China is looking to fill the role urgently. The job listing itself specifically mentions that the person hired for the role will be working on the Low Voltage Hardware team, which would design the circuit boards that would serve as the nervous system of the Robotaxi. 

Key tasks for the role, as indicated in the job listing, include collaboration with PCB layout, firmware, mechanical, program management, and validation teams, among other responsibilities. The role is based in Shanghai.

China Robotaxi launch

China represents a massive potential market for robotaxis, with its dense urban centers and supportive policies in select cities. Tesla has limited permission to roll out FSD in the country, though despite this, its vehicles have been hailed as among the best in the market when it comes to autonomous features. So far, at least, it appears that China supports Tesla’s FSD and Robotaxi rollout.

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This was hinted at in November, when Tesla brought the Cybercab to the 8th China International Import Expo (CIIE) in Shanghai, marking the first time that the autonomous two-seater was brought to the Asia-Pacific region. The vehicle, despite not having a release date in China, received a significant amount of interest among the event’s attendees. 

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