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Tesla’s production innovations are influencing Toyota’s EV strategy: report
In late February, reports emerged stating that Japanese carmaker Toyota had conducted a teardown of the Tesla Model Y, one of the electric vehicle maker’s best-selling cars. The veteran automaker was reportedly quite shocked at the Model Y, with one executive stating that the all-electric crossover was a “work of art.”
This was partly due to Tesla’s constant innovations that have been implemented with the Model Y. The vehicle, after all, may look understated and unassuming on the surface, but underneath the hood, the Model Y is a tour-de-force of technology and disruptive manufacturing processes.
Citing four people reportedly familiar with the matter, Reuters recently noted that Toyota is planning a factory overhaul as part of its efforts to develop a new, dedicated platform for EVs. The publication’s sources also noted that Toyota recognizes that it needs to match Tesla’s design and manufacturing innovations if it wants to drive down production costs and develop a high-margin electric vehicle business.
Koji Sato, Toyota’s new CEO, may confirm the development of a new EV architecture at his first briefing as the company’s chief executive on Friday, the publication’s sources noted. However, it is unclear whether the plan has been formally approved. If it does get implemented, however, the new EV platform would be the result of a comprehensive review of the company’s electric vehicle strategy that was undertaken last year.
Toyota has caught quite a bit of flak for its slow adoption of battery electric cars. The company’s current production architecture, the e-TNGA system that was launched in 2019, produces EVs alongside gasoline cars and hybrids on the same assembly line. Such a system is not ineffective, but it lacks the cost savings Tesla was able to achieve through its manufacturing innovations. Thanks in no small part to these innovations and cost optimizations, Tesla is estimated to have made nearly 8x the profit per car as Toyota for the third quarter.
While Toyota has placed its bet on hybrids and alternative systems like hydrogen fuel cells, the automaker has seen the global demand for electric cars outpace its modest estimates, thanks in no small part to the strong sales of vehicles like the Model Y crossover. Unfortunately for Toyota, its battery-electric crossover, the bZ4X, faced an early recall over loose wheels and had limited sales.
Toyota’s lack of electric vehicles seems to be affecting the company’s sales already. In the first quarter of 2023, Toyota’s US sales fell by nearly 9%, while General Motors experienced an 18% boost, partly driven by higher demand for EVs from fleet and commercial customers. This was despite GM only selling over 20,000 electric vehicles during that period, substantially less than Tesla. Data from S&P Global Mobility also suggest that Toyota and Honda have seen many customers switch to electric vehicles.
Katherine Garcia, director of the Clean Transportation for All Campaign at the Sierra Club, emphasized that if Toyota doesn’t focus more on EVs under CEO Koji Sato, the company risks “leaving money on the table” as eclectic vehicles become more prominent. Christopher Richter, an analyst at CLSA, also highlighted that Toyota needs to prioritize EVs over hybrids in its future production.
“Some of the statements that came out of Toyota when Akio Toyoda was CEO sort of made it sound kind of like hybrids are going to be there forever. No, it’s your standby. It’s your hedge. EVs have to be first,” Richter said.
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Tesla’s early strategy for charging units operating within its Robotaxi fleet reveals that the company surely has not lost any of that scrappy DNA that took it from an unlikely success story to the most valuable carmaker in the world.
An observer at a Tesla Supercharger in Austin spotted ten total Robotaxi vehicles arrive: one Cybercab and nine Model Y units. A Tesla employee was waiting at the lot and allowed each unit to park itself; every car that arrived had nobody in it.
Tesla wins FCC approval for wireless Cybercab charging system
The Tesla employee would walk around and plug each car in, adjusting the parking if needed:
So look at what I found. This is how Tesla charges unsupervised robotaxis at a public supercharger. Here is a driverless Cybercab showing up with no one in it. There are 9 other Model Ys that showed up too. A Tesla employee is walking around and plugging each of them in. She also moves the cars if they are not positioned well enough to charge. I love this process. One person charges multiple robotaxis at once
— Abhimanyu Yadav (@WorldlyReviewer) October 3, 2026
It’s a very interesting strategy, but extremely understandable at this early point in the Robotaxi program. It’s only been out for about 15 months, and Cybercab just entered the fleet in early September.
On top of that, Tesla is still working tirelessly on its wireless charging apparatus, and a new patent was just published regarding that product last week.
However, this is just another example of how Tesla still has plenty of that scrappy DNA leftover from the “production hell” days, when CEO Elon Musk slept on the floor of the factory, employees were working crazy hours, Tesla was building Sprung Structures to build cars in, and the company was tiptoeing on the brink of bankruptcy.
@Teslarati Sheer magnitude of the entire production system is hard to appreciate. Almost every element of production is >75% automated. Only wire harnesses & general assembly, which are <10% of production costs, are primarily manual.
— Elon Musk (@elonmusk) October 12, 2020
For now, Tesla is utilizing a simple system for recharging its ride-hailing vehicles, and that is a Tesla employee doing it manually until another solution presents itself. Sure, it’s not the most high-tech thing, and it certainly is not what people might have expected at this point in time, but it works, and it’s keeping the entire suite running.
Tesla is expanding its Robotaxi service hours by pushing the time back by one hour, keeping the ride-hailing service operational until 11 p.m., one hour later than previously.
CEO Elon Musk confirmed the change and offered a specific reason the expansion has been gradual: the system still needs to reliably avoid small pets that are difficult to see after dark, as they commonly blend into the color of the road, especially when they’re grey.
The latest adjustment restores only a fraction of the operating window the service once held. When paid Robotaxi rides began in Austin on June 22, 2025, vehicles ran from 6 a.m. to midnight.
In September 2025, Tesla lengthened the day to a 2 a.m. close, producing a 20-hour window that stayed in place for most of the following year. By early August of this year, the cutoff had already been pulled back; an August 26 update formalized hours of 6 a.m. to 10 p.m. across Austin and several other markets.
The October move to 11 p.m. therefore leaves the Austin day one hour shorter than the original launch schedule and three hours shorter than the 2025 peak.
Musk addressed the constraint directly after the announcement. “The main thing we’re trying to solve is making sure that we don’t run over pets when they’re hard to see at night,” he wrote. “Literally trying to avoid grey kittens on grey tarmac in the dark.”
Robotaxi operating hours moved from 10pm to 11pm.
The main thing we’re trying to solve is making sure that we don’t run over pets when they’re hard to see at night. Literally trying to avoid grey kittens on grey tarmac in the dark.
— Elon Musk (@elonmusk) October 3, 2026
The example points to a low-contrast perception problem in which a small animal can blend into the road surface under limited lighting.
Tesla’s vehicles rely on cameras and neural-network processing rather than lidar; Musk has previously argued that advanced vision software can extract useful information even in low light by analyzing photon counts, but the pet-detection case remains the stated limiter in later hours.
The modest schedule change arrives alongside faster growth in the purpose-built Cybercab fleet. Texas registration data tracked by observers showed the Austin Cybercab count rising sharply in recent weeks, reaching 169 vehicles after more than 100 were added in a short span.
Tesla has indicated that a broader shift toward 24-hour operation is tied to the upcoming FSD v15 software release expected this month on Robotaxi vehicles. Until that capability is validated for the edge cases Musk described, the company continues to add service time incrementally rather than jumping straight to overnight coverage.
The one-hour extension gives Austin riders a later option for evening trips while the underlying detection work continues.
Tesla has snagged a deal with IMC Logistics to supply the company with 50 Semi units for its logistics operations.
IMC handles drayage and landside logistics and has over 2,700 asset trucks in its fleet. In its over forty years of service, it has established more than 50 locations across the United States and spans operations from coast to coast.
Jim Gillis of IMC said that the addition of the Tesla Semi will help IMC move toward a “zero-emission service for long-haul lanes.”
The move is one that has become more common over the past few years, as more and more companies doing large-scale logistics have moved to sustainable powertrains, using either Tesla or others.
🚨 IMC Logistics announced that it will add 50 Tesla Semis to its fleet https://t.co/ymh1Ca2IuX
— TESLARATI (@Teslarati) October 5, 2026
Tesla’s Semi program just entered its first truly public phase, as the company handed over its first production units to companies in September, although a pilot program with companies like PepsiCo. and Frito-Lay has been ongoing for years.
IMC announced its intention to purchase 50 Semi units from Tesla in September, and according to VP of Marketing and Public Relations on September 29 to Trucking Drive, the company will take delivery either this week or took delivery late last week.
With surging prices of diesel and high logistics costs, Tesla and the Semi could truly revolutionize how companies manage their fleets. With the advent of Full Self-Driving, the Semi will potentially cut down on driver fatigue and increase productivity, while decreasing the cost of operation per mile by being cheaper to refuel.
Tesla had a dedicated Semi handover event at the Semi factory in Sparks, Nevada, a few weeks back, as it officially introduced its truck to many company fleets that have been waiting to add these sustainable powertrains.
Tesla reveals early Robotaxi charging strategy, showing scrappy DNA
Tesla Robotaxi expands hours, Musk explains why it’s been a challenge
