Artificial intelligence (AI) is an evolving technology that is still growing, but it is undoubtedly getting better. 

For all we know, factories might not even need lights 20 years later, because most of them will be operated by AI. We see a lot of R&D happening within the AI framework, giving good results. Besides, we see newer frameworks coming in. 

AI-based visual inspection, too, has been growing by leaps and bounds, reshaping automotive inspection. It helps examine detailed defects in vehicles, providing automotive OEMs the opportunity for accuracy and cost-savings. 

One such company focusing on AI-based visual inspection is Lincode Labs, whose AI-backed visual inspection solution, Lincode Visual Inspection System (LIVIS), is its current focus. The company was started with complete research and understanding of the top challenges that manufacturers globally face. After interviewing close to 100 customers, 86 percent of them said that quality inspection happens to be their biggest challenge.

“We were intrigued by this and went to various quality inspection people and identified the technology they were using,” says Rajesh Iyengar, Founder and CEO, Lincode Labs, and goes on, “We went on to find out that the technology hasn’t changed for two decades and there were a lot of false calls in it. That’s when Lincode stepped in and built a product around specific challenges focused on the automotive industry.”

Automotive OEMs, too, look at specifically reducing these false calls and improving productivity, which Lincode has helped solve through its AI-backed visual inspection solution. “The industry standards were 150 to 200 false calls per million inspections. So, in our case, we are doing it in zero to four parts per million,” Iyengar cites.  

Iyengar further reveals that due to this, 80 percent of their customers are repeat orders. “That’s because they are completely happy with the inspection process and the way the inspection is automated,” he mentions.  

LIVIS
Traditional vision systems cannot catch up with AI, as Iyengar says. He avers, “LIVIS stands out because we have built it as a platform. The scalability becomes easier if you’re going to deploy it across multiple factories and locations. But also, the foremost important thing is that it is completely made as a product. Thus, AI is commoditised. With the LIVIS platform, we can bring the cost and time to deployment down.” 

Lincode’s role in the automotive industry
What’s interesting is that even if Lincode caters to the manufacturing industry as a whole, it first addressed the automotive industry. The company researched the market size of various manufacturing companies and the automotive industry took the top spot, with close to USD 542 billion of global value.  

“We started with the automotive industry but pivoted later,” Iyengar tells us and continues, “So, instead of looking at just the automotive or any other industry, we turned our attention to steel, metal, plastic, glass etc. We basically went to the surface and saw how steel and metal are produced today. Whether it’s a CNC machining or forging or casting process, these are major processes used for any industry across the globe involving steel and metal. We understood that steel and metal are dealt with in the same way globally. Therefore, it made sense to go to the surface and into these kinds of defects specifically, and then generalise that and start building a model towards it. This, plus making AI as a product, has made deployment easier across the globe.” 

R&D centre in Bengaluru
Lincode recently opened a new R&D centre in Bengaluru, which also has a significant role to play in deploying the company’s solution across the world.

Stressing on the fact that evolving models are important in AI, Iyengar states, “It’s a continuous process; it’s not that you just build a model and you’re set. We have a big roadmap in the product development, and the Bengaluru R&D centre is going to play a major role in that. We are going to conduct deep research with various data collected across the globe and do various testing with that.” 

Staying ahead
What’s more, Lincode recently closed a funding round in December last year. Catering to a constantly evolving industry like the automotive, Lincode, too, strives to make sure that its visual inspection solution stays ahead and is put to use. “There are about more than 600 parts in a car and each part is segregated – like the structure, wiring, engine components etc.,” Iyengar shares and continues, “These segregations are made so that we can target the sector of the product. For example, when it comes to engine blocks, there is a specific model with a huge data set around engine blocks. This is how we stay ahead of competition.” Iyengar also adds that their trials with various use cases made them understand that inspection alone is not important but also the way the inspection is done. 

Essential skill sets for AI vision systems
Leveraging AI-based visual inspection solutions in the automotive industry is bound to increase productivity, and the cost of labour will also come down because of automation. “Today, most manufacturers use secondary inspection, which can be cut off straight away. This will improve their productivity and also reduce the risk of delays,” Iyengar enlightens. 

Moreover, AI vision systems come with their share of essential skill sets to bring out the best in the automotive industry. Iyengar states that, in general, skilling is required for the factory people. “This could be at various levels,” he puts across and adds, “It could be for the operators, the IT administrator or even the software development team. Hence, deep training is required, which can be somewhat cumbersome because it could be a bit challenging for the operator. So, an IT person might be needed in order to help the operator every time there is a downtime.” 

Covid-19 and AI-backed visual inspection
Such training or skills could certainly come in handy, because Iyengar claims that the need for AI-backed visual inspection solutions in the automotive industry has increased since the Covid-19 pandemic. “Unplanned shutdowns happened during Covid, because of which employees could not report and manufacturing could not continue properly,” he responds and adds, “Hence, a lot of investments are happening because of this. In fact, even now, a lot of employees are still not reporting and the labour problem has become global. It has become tough to get skilled workers. This has led to the adoption of autonomous manufacturing for automotives, where AI is going to play a big role.”

Meeting industry requirements
For an industry that is an economic force globally, AI-based visual inspection is certainly meeting the high-quality requirements of the customers of the automotive sector. Plus, we already see companies like Volvo using the technology. Safety surpasses any requirement, and this requirement can be fulfilled if quality is top-notch. And quality will be at its best if automotive manufacturers can perform production quality inspections in the most efficient way. (MT)

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Bengaluru-headquartered electric vehicle major Ather Energy has announced that its fast-charging network ‘Ather Grid’ has surpassed 400 charging points across Tamil Nadu. This expansion aims to alleviate range anxiety for EV owners and support the growing adoption of electric vehicles in the state.

With charging stations now in 38 cities, including tourist destinations like Coonoor and Rameswaram, the network connects key travel routes such as Coimbatore to Bengaluru and Chennai to Pondicherry. The company also noted that a total of 480 fast charging points are available in the state, which includes over 50 LECCS (Light Electric Combined Charging System) chargers. Developed by Ather, the LECCS standard allows different brands of light EVs to use the same charging network.

Ravneet Singh Phokela, Chief Business Officer, Ather Energy, said, “Tamil Nadu has been one of our earliest markets and ever since we entered the state in 2019, we have been investing in building a reliable charging network there. Charging has often been seen as one of the key barriers, and it’s something we’ve focused on solving from day one. Crossing 400 fast chargers in Tamil Nadu is a reflection of that commitment. It’s about giving riders the confidence that a charger is never too far away. As our retail footprint grows, the charging network will continue to scale alongside it, making EV ownership truly seamless.”

The company has partnered with local businesses like Coffee Day Global and Ganga Sweets to deploy these charging points. This expansion is part of Ather's broader national effort, which has seen the establishment of over 3,300 fast-charging points across India. The chargers can provide up to 15 kilometres of range in just 10 minutes, making it more convenient for riders on the go.

In addition to its charging infrastructure, Ather maintains a strong presence in the state with 44 experience centres and 42 service centres in 35 cities, offering comprehensive sales and after-sales support.

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Bengaluru-headquartered premium electric two-wheeler company Ultraviolette Automotive has announced a strategic investment from TDK Ventures, the venture capital arm of Japan’s TDK Corporation, along with participation from backing from existing investors Zoho Corporation and Lingotto (previously Exor Capital), among others.

With this TDK Ventures joins the likes of Qualcomm Ventures, Zoho Corporation, Speciale Invest, Lingotto (Formerly Exor Capital), and TVS Motor Company as a strategic investor in the EV company. It also counts the likes of Sriharsha Majety (Co-founder & CEO, Swiggy), Ankit Nagori (Co-founder, Cure Foods; former Chief Business Officer, Flipkart), Aprameya Radhakrishna (Co-founder, TaxiForSure), and Dulquer Salmaan (renowned actor and automotive enthusiast) among its early backers.

At present, Ultraviolette sells the F77 electric motorcycle and is gearing up to expand its product offerings along with manufacturing, research and distribution network globally.

Narayan Subramaniam, CEO & Co-Founder, Ultraviolette, said, “Mobility is undergoing a radical transformation, and at Ultraviolette, we are leading that change through cutting-edge innovation. Our partnership with TDK Ventures fast forwards our efforts, from advanced battery platforms to intelligent vehicle systems. This collaboration not only accelerates our vision of future ready mobility but also reinforces our commitment to delivering electric vehicles that are aspirational and globally relevant.”

Niraj Rajmohan, CTO and Co-founder of Ultraviolette, said, “Through this partnership with TDK Ventures, Ultraviolette will continue to innovate in deep-tech to shape the future of mobility. Together, we will continue to push the boundaries in building safer, smarter, and a more efficient electric mobility eco-system.”

Ravi Jain, Investment Director, TDK Ventures, said, “We look forward to bringing our TDK Goodness to Ultraviolette and their ambitious plan to design the next generation of energy efficient and performance EV 2W platforms. TDK Ventures is excited to support Ultraviolette in their relentless pursuit of growing their global reach."

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In a significant step toward creating a global ‘Internet of Things’ (IoT) ecosystem, Geely Holding Group’s aerospace subsidiary, Geespace, successfully launched 11 new satellites into orbit on 9 August 2025. The launch took place in Shandong Province, China, and marks the fourth successful orbital deployment for the company's Geely Future Mobility Constellation (GEESATCOM).

With this latest launch, Geespace now operates 41 satellites in low Earth orbit (LEO), bringing it closer to its goal of having 72 satellites in operation by end-2025. The company plans to accelerate deployments over the next two months to reach 64 operational satellites, which will establish comprehensive global satellite IoT coverage.

The GEESATCOM project is a key part of Geely's vision to build an integrated space and earth mobility ecosystem. The LEO satellite network is designed to provide highly reliable, wide-coverage communication services for various strategic industries, including:

• Connected vehicles and urban air mobility
• Emergency response and maritime operations
• Energy infrastructure

This network will support advanced driver assistance systems (ADAS) and connected vehicle platforms by providing crucial data for precision positioning and connectivity. Geespace has already established partnerships with telecom operators in over 20 countries and its proprietary satellite communication chips and high-precision positioning modules are now in mass production across Geely's vehicle portfolio.

To further demonstrate the technology, Geely is providing high-precision positioning and emergency satellite communications for official vehicles at the World Games 2025 Chengdu, showcasing the practical applications of its satellite infrastructure in real-world scenarios.

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Kia India, a leading passenger vehicle manufacturer in the country, has signed an MoU (Memorandum of Understanding) with ASDC (Automotive Skill Development Council) to promote automotive skill training in the country.

The partnership will promote a 30-day training model module combining classroom-based theoretical learning and practical on-the-job experience. The course includes 15 days of foundational training at ASDC-certified training centers covering core automotive concepts and dealership functions. In addition, it will also feature Kia-specific process to familiarise candidates with brand standards, systems and product knowledge. The curriculum will provide students with 15 days of experiential learning at authorised Kia dealerships under expert supervision.

Joonsu Cho, Chief Sales Officer, Kia India, said, “This collaboration with ASDC represents a pivotal step in Kia India’s commitment to shaping a future-ready ecosystem, one that is anchored in skilled human capital and elevated customer experience. By creating a robust talent pool through structured training and certification, we are not only empowering India’s youth with meaningful employment but also reinforcing our dealer network with professionals who embody Kia’s values of quality, care, and innovation. Ultimately, this initiative will translate into a more seamless, informed, and rewarding journey for every Kia customer across the country.”

The co-developed learning model aims to provide candidates with the technical know-how and workplace readiness to be effective from day one. Upon successful completion of the program, candidates will undergo an evaluation at the ASDC centre, get certificate jointly awarded by Kia India and ASDC, and eligible for the direct recruitment by Kia dealerships into Sales and Service roles.

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