Investor's Corner
Tesla patents AR-based system for faster, more accurate vehicle production
Being a company led by an unorthodox CEO with roots in Silicon Valley, Tesla is on the bleeding edge of the automotive market. Tech is evident in Tesla’s DNA, from the automation in its factories to the deep integration of software on its electric vehicles. If a recently published patent is any indication, even more tech-driven solutions are coming to Tesla’s production lines.
A recent patent, dubbed as “Augmented Reality Application for Manufacturing,” was published last Thursday. In the description of the patent, Tesla noted that existing automotive manufacturing techniques are time-consuming and still require a notable amount of manual calibration and inspection. An example of this is the practice of marking joints and/or inspecting dimensional accuracy of car components by having workers manually overlay plastic molds over a sheet metal object to mark certain parts. These processes take a lot of time and effort, resulting in extra operational costs.
Tesla’s solution is rather simple. Instead of using manual processes to perform tasks that include setup, configuration, calibration, and quality inspection, it would be better to utilize available technologies to make operations faster and more precise. One of these technologies is computer vision and augmented reality tools.
Tesla’s patent uses AR applications and computer vision to “identify an object of interest and the relationship between a user and the object.” The AR device captures a live view of an object, determines the location of the device, as well as the type of the object of interest. By using this system, workers will be able to view instant data about the components they are working on.
“(For example), the AR device identifies that the object of interest is a right-hand front shock tower of a vehicle. The AR device then overlays data corresponding to features of the object of interest, such as mechanical joints, interfaces with other parts, thickness of e-coating, etc. on top of the view of the object of interest. Examples of the joint features include spot welds, self-pierced rivets, laser welds, structural adhesive, and sealers, among others.
“As the user moves around the object, the view of the object from the perspective of the AR device and the overlaid data of the detected features adjust accordingly. The user can also interact with the AR device. For example, a user can display information on each of the identified features. In some embodiments, for example, the AR device displays the tolerances associated with each detected feature, such as the location of a spot weld or hole.”
Apart from allowing production to move faster, the AR-based system could also be used for quality inspections. Tesla even noted that such a system could be tapped to determine if panels in vehicles are within tolerances, and if holes in the electric cars’ frames are drilled or punched at the correct location.
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- An illustration of Tesla’s AR-augmented production system. [Credit: US Patent Office]
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- An illustration of Tesla’s AR-augmented production system. [Credit: US Patent Office]
An illustration of Tesla’s AR-augmented production system. [Credit: US Patent Office]
“There are many practical applications for the augmented reality (AR) manufacturing techniques discussed herein. In some embodiments, the AR device is used to program a robot to assemble one or more parts including identifying and marking the precise location and order of welds, self-pierced rivets, laser welds, adhesives, sealers, holes, fasteners, or other mechanical joints, etc. As another example, the AR device can be used to inspect the quality of the assembly for a vehicle such as whether the locations of welds are correct, whether the interfaces between parts such as body panels are within tolerances, whether holes are drilled or punched at the correct location, whether the fit and finish of assembly is correct, etc.
“In some embodiments, vision recognition is utilized. Individual sheet metal components and/or assemblies that are or will be part of the body-in-white (also known as the structural frame or body) are recognized. Once the component/system has been identified, computer-aided design (CAD) information (e.g., information and/or symbols associated with the mechanical joints) is aligned/scaled and rendered on corresponding identified physical model components. The application of the disclosed techniques applies to many different contexts of manufacturing.
“For example, the AR device can be used to map the quality of a coating on an automotive part such as determining the thickness of an e-coating on a vehicle body and identifying problem areas that are difficult to coat. In some embodiments, the AR device is used to map out a factory floor and to identify the precise location and orientation robots should be installed at to build out an assembly line. The robots are positioned based on the AR device such that the installed robots will not interfere with each other or other obstructions in the environment.”
An AR-based system that augments production fits very well with Tesla’s reputation as a car maker that never stays stagnant. During an interview at Gigafactory 1, Tesla President of Automotive Jerome Guillen mentioned that the company’s battery cells — while already industry-leading — are always evolving. Elon Musk echoed this idea as well, when he noted that improvements to Tesla’s electric cars are being rolled out as soon as they are ready. Optimizations such as the use of AR and computer vision in the production line is yet another example.
Investor's Corner
Tesla gets its best analysis from Morgan Stanley as ‘it’s all about to change’
He maintained its ‘Overweight’ rating and the $410 price target Morgan Stanley had on the stock.
Tesla has gotten perhaps its best analysis from Morgan Stanley in quite some time, as the Wall Street firm claims that “it’s all about to change.”
That phrase could be used for both the company’s status and the world in general.
Analyst Adam Jonas said in a new note on Thursday to investors that Tesla could be one of the major winners in terms of the global transition from what it is now to what it will be.
He describes the global shift that will occur over the next few years:
“Have you interacted with a robot today? Have you even seen a robot today? No? Well, take a mental picture because it’s all about to change. When we meet someone who has never been in a Waymo or a Tesla Cybercab (which is most people), we frequently see a wince and a response such as ‘I’m not sure I’d feel comfortable getting in a car without a driver.’ We imagine going back in time to 1903 and asking people if they’d feel comfortable in an airplane.’”
The same technological revolutions that have occurred over the past 150 years will continue to occur again and again. We are on the verge of another, Jonas believes, as companies like Tesla are working on artificial intelligence tech, which includes changing the way we look at things like transportation and labor.
Jonas includes an interesting tidbit in his note about how humanoid robots could change wages, and how it could work into the advantage of Tesla, especially as it is developing its own Optimus robot:
“We estimate 1 humanoid robot at $5/hour can do the work of 2 humans at $25/hour, generating an NPV of approximately $200k/humanoid. 1 robot shaped car can potentially drive down cost/mile of a ride share vehicle to <$0.20 mile (1/10th human-driven ride-share).”
Jonas sees Tesla as a key player in how AI will impact things like manufacturing and various automotive industries, and he believes there is long-term potential for AI, robomobility, and even autonomous eVTOL platforms.
Tesla stock: Morgan Stanley says eVTOL is calling Elon Musk for new chapter
He maintained its ‘Overweight’ rating and the $410 price target Morgan Stanley had on the stock.
Elon Musk
Tesla stock gets crazy prediction from CEO Elon Musk
Musk says this is what it would take to be a millionaire from a Tesla investment right now.
Tesla stock (NASDAQ: TSLA) got a crazy prediction from CEO Elon Musk recently, as the future of the company seems to be moving more toward AI, autonomy, and robotics, and away from automotive, which is what it has traditionally been recognized as.
Over the past few years, as Tesla has prioritized its Full Self-Driving suite, its rollout of a dedicated Robotaxi program, and the development of the Optimus bot, the company has gained a new reputation from analysts.
It was always looked at as a stock with tremendous potential by many Wall Street firms, some more than others.
The most bullish analysts, like Cathie Wood of ARK Invest, believe the company will eventually reach a multi-trillion-dollar valuation and a share price of over $2,000. Her $2,600 price target does not include any contributions of Optimus. Instead, it leans on Full Self-Driving and Robotaxi.
Based on where the company is now, there are a lot of potential catalysts. The Robotaxi expansion, as well as affordable vehicles, its prowess in AI and Robotics, and its powerful energy division are all arguments for investment.
One X user said that a $150,000 investment in Tesla right now would likely make you a millionaire. Musk said he thinks that sentiment is “probably correct.”
I think this is probably correct
— Elon Musk (@elonmusk) August 5, 2025
He’s echoed this belief in recent earnings calls, including the one for Q2, which happened in July:
“I do think if Tesla continues to execute well with vehicle autonomy and humanoid robot autonomy, it will be the most valuable company in the world. A lot of execution between here and there. It doesn’t just happen. Provided we execute very well, I think Tesla has a shot at being the most valuable company in the world. Obviously, I am extremely optimistic about the future of the company.”
Tesla is trading at $316.50 at the time of writing, and has a market cap of just under $1 trillion.
Elon Musk
Tesla stock gets another analysis from Jim Cramer, and investors will like it
“Tesla is morphing right now. It’s in transition from being a car company to being a technology company.”
Tesla stock (NASDAQ: TSLA) got its latest analysis from Jim Cramer, and investors will like what he has to say.
Cramer has flip-flopped his thoughts on Tesla shares many times over the years. One time, he said CEO Elon Musk was a genius; the next, he said Ford stock was a better play. He’s always changing his tune.
However, Cramer’s most recent analysis is of a bullish tone, as he talks about the company’s evolution from an automaker to a tech powerhouse. He made the comments on CNBC’s Mad Money:
“Tesla is morphing right now. It’s in transition from being a car company to being a technology company. You wanna be in there because the tech is worth a lot more than what it’s selling for right now. Don’t care where you bought it, care where it’s going to.”
Jim Cramer last night on $TSLA: “Tesla is morphing right now. It’s in transition from being a car company to being a technology company. You wanna be in there because the tech is worth a lot more than what it’s selling for right now. Don’t care where you bought it, care where… pic.twitter.com/WzlPdQD7gq
— Sawyer Merritt (@SawyerMerritt) August 5, 2025
Tesla has always been looked at by the mainstream media as an automaker. While that is its main business currently, Tesla has always had other divisions: Energy, Solar, Charging, AI, and Robotics. Some came after others, but the important point is that Tesla has not been an automaker exclusively for a decade.
It launched Powerwall and Powerpack in April 2015, marking the start of Tesla Energy.
But Cramer has a point here: Tesla is truly becoming much more than a car company, and it is turning into an AI and overall tech company more than ever before. Eventually, it will be recognized as such, more so than it will be as an automotive company.
Cramer’s comments also follow a recent prediction by Musk, who stated on X that he believes a $150,000 investment in Tesla shares right now would eventually turn someone into a millionaire:
I think this is probably correct
— Elon Musk (@elonmusk) August 5, 2025
Musk has said he believes Tesla could be headed to a serious increase in valuation. Eventually, it could become the most valuable company in the world. He said this during the Q2 Earnings Call:
“I do think if Tesla continues to execute well with vehicle autonomy and humanoid robot autonomy, it will be the most valuable company in the world. A lot of execution between here and there. It doesn’t just happen. Provided we execute very well, I think Tesla has a shot at being the most valuable company in the world. Obviously, I am extremely optimistic about the future of the company.”
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